diff --git a/python/pyproject.toml b/python/pyproject.toml
index ad05a6f2c14c..a824d9ed2fc0 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -37,7 +37,7 @@ dependencies = [
     "numpy >= 1.25.0; python_version < '3.12'",
     "numpy >= 1.26.0; python_version >= '3.12'",
     # openai connector
-    "openai >= 1.98.0,<2",
+    "openai >= 2.0.0",
     # openapi and swagger
     "openapi_core >= 0.18,<0.20",
     "websockets >= 13, < 16",
diff --git a/python/samples/concepts/realtime/README.md b/python/samples/concepts/realtime/README.md
index bd717938ed81..37c2f657f921 100644
--- a/python/samples/concepts/realtime/README.md
+++ b/python/samples/concepts/realtime/README.md
@@ -5,7 +5,7 @@ These samples are more complex then most because of the nature of these API's. T
 To run these samples, you will need to have the following setup:
 
 - Environment variables for OpenAI (websocket or WebRTC), with your key and OPENAI_REALTIME_MODEL_ID set.
-- Environment variables for Azure (websocket only), set with your endpoint, optionally a key and AZURE_OPENAI_REALTIME_DEPLOYMENT_NAME set. The API version needs to be at least `2024-10-01-preview`.
+- Environment variables for Azure (websocket only), set with your endpoint, optionally a key and AZURE_OPENAI_REALTIME_DEPLOYMENT_NAME set. The API version needs to be at least `2025-08-28`.
 - To run the sample with a simple version of a class that handles the incoming and outgoing sound you need to install the following packages in your environment:
   - semantic-kernel[realtime]
   - pyaudio
diff --git a/python/samples/concepts/realtime/realtime_agent_with_function_calling_webrtc.py b/python/samples/concepts/realtime/realtime_agent_with_function_calling_webrtc.py
index f17f69229c48..e11bc028c05e 100644
--- a/python/samples/concepts/realtime/realtime_agent_with_function_calling_webrtc.py
+++ b/python/samples/concepts/realtime/realtime_agent_with_function_calling_webrtc.py
@@ -5,8 +5,6 @@
 from datetime import datetime
 from random import randint
 
-from azure.identity import AzureCliCredential
-
 from samples.concepts.realtime.utils import AudioPlayerWebRTC, AudioRecorderWebRTC, check_audio_devices
 from semantic_kernel.connectors.ai import FunctionChoiceBehavior
 from semantic_kernel.connectors.ai.open_ai import (
@@ -81,8 +79,12 @@ async def main() -> None:
     # and can also be passed in the receive method
     # You can also pass in kernel, plugins, chat_history or settings here.
     # For WebRTC the audio_track is required
+
+    # Note: api_version (either through settings or directly in the client) must be set to "2025-08-28"
+    # for Azure OpenAI deployments realtime deployments.
     realtime_agent = AzureRealtimeWebRTC(
-        audio_track=AudioRecorderWebRTC(), region="swedencentral", plugins=[Helpers()], credential=AzureCliCredential()
+        audio_track=AudioRecorderWebRTC(),
+        plugins=[Helpers()],
     )
 
     # Create the settings for the session
@@ -103,6 +105,7 @@ async def main() -> None:
     flowery prose.
     """,
         voice="alloy",
+        output_modalities=["text", "audio"],
         turn_detection=TurnDetection(type="server_vad", create_response=True, silence_duration_ms=800, threshold=0.8),
         function_choice_behavior=FunctionChoiceBehavior.Auto(),
     )
diff --git a/python/samples/concepts/realtime/realtime_agent_with_function_calling_websocket.py b/python/samples/concepts/realtime/realtime_agent_with_function_calling_websocket.py
index 9031a4193dfe..ef853dbb6e09 100644
--- a/python/samples/concepts/realtime/realtime_agent_with_function_calling_websocket.py
+++ b/python/samples/concepts/realtime/realtime_agent_with_function_calling_websocket.py
@@ -82,6 +82,9 @@ async def main() -> None:
     # to signal the end of the user's turn and start the response.
     # manual VAD is not part of this sample
     # for more info: https://platform.openai.com/docs/api-reference/realtime-sessions/create#realtime-sessions-create-turn_detection
+
+    # Note: api_version (either through settings or directly in the client) must be set to "2025-08-28"
+    # for Azure OpenAI deployments realtime deployments.
     settings = AzureRealtimeExecutionSettings(
         instructions="""
     You are a chat bot. Your name is Mosscap and
diff --git a/python/samples/concepts/realtime/simple_realtime_chat_webrtc.py b/python/samples/concepts/realtime/simple_realtime_chat_webrtc.py
index 5f32f4d949fa..6e2f0f746ead 100644
--- a/python/samples/concepts/realtime/simple_realtime_chat_webrtc.py
+++ b/python/samples/concepts/realtime/simple_realtime_chat_webrtc.py
@@ -5,10 +5,11 @@
 
 from samples.concepts.realtime.utils import AudioPlayerWebRTC, AudioRecorderWebRTC, check_audio_devices
 from semantic_kernel.connectors.ai.open_ai import (
+    AzureRealtimeExecutionSettings,
     ListenEvents,
-    OpenAIRealtimeExecutionSettings,
-    OpenAIRealtimeWebRTC,
 )
+from semantic_kernel.connectors.ai.open_ai.services.azure_realtime import AzureRealtimeWebRTC
+from semantic_kernel.contents import RealtimeTextEvent
 
 logging.basicConfig(level=logging.WARNING)
 utils_log = logging.getLogger("samples.concepts.realtime.utils")
@@ -42,7 +43,7 @@ async def main() -> None:
     # create the realtime client and optionally add the audio output function, this is optional
     # you can define the protocol to use, either "websocket" or "webrtc"
     # they will behave the same way, even though the underlying protocol is quite different
-    settings = OpenAIRealtimeExecutionSettings(
+    settings = AzureRealtimeExecutionSettings(
         instructions="""
     You are a chat bot. Your name is Mosscap and
     you have one goal: figure out what people need.
@@ -55,28 +56,40 @@ async def main() -> None:
         # see https://platform.openai.com/docs/api-reference/realtime-sessions/create#realtime-sessions-create-voice
         # for more details.
         voice="alloy",
+        # Enable both text and audio output to get transcripts
+        output_modalities=["text", "audio"],
+    )
+    # Note: api_version (either through settings or directly in the client) must be set to "2025-08-28"
+    # for Azure OpenAI deployments realtime deployments.
+    realtime_client = AzureRealtimeWebRTC(
+        audio_track=AudioRecorderWebRTC(),
+        settings=settings,
     )
-    realtime_client = OpenAIRealtimeWebRTC(audio_track=AudioRecorderWebRTC(), settings=settings)
     # Create the settings for the session
     audio_player = AudioPlayerWebRTC()
     # the context manager calls the create_session method on the client and starts listening to the audio stream
     async with audio_player, realtime_client:
         async for event in realtime_client.receive(audio_output_callback=audio_player.client_callback):
-            match event.event_type:
-                case "text":
-                    # the model returns both audio and transcript of the audio, which we will print
-                    print(event.text.text, end="")
-                case "service":
-                    # OpenAI Specific events
-                    if event.service_type == ListenEvents.SESSION_UPDATED:
-                        print("Session updated")
-                    if event.service_type == ListenEvents.RESPONSE_CREATED:
-                        print("\nMosscap (transcript): ", end="")
+            match event:
+                case RealtimeTextEvent():
+                    # Only process delta events for streaming, skip done events to avoid duplication
+                    if event.service_type and "delta" in event.service_type and event.text.text:
+                        print(event.text.text, end="", flush=True)
+                    # Add newline when transcript is complete (done event)
+                    elif event.service_type and "done" in event.service_type:
+                        print()  # Add newline for readability
+                case _:
+                    # Handle service events
+                    if event.event_type == "service" and event.service_type:
+                        if event.service_type == ListenEvents.SESSION_UPDATED:
+                            print("Session updated")
+                        elif event.service_type == ListenEvents.RESPONSE_CREATED:
+                            print("\nMosscap (transcript): ", end="")
 
 
 if __name__ == "__main__":
     print(
-        "Instructions: start speaking. "
+        "Instructions: start speaking when you see 'Session updated.' "
         "The model will detect when you stop and automatically start responding. "
         "Press ctrl + c to stop the program."
     )
diff --git a/python/samples/concepts/realtime/simple_realtime_chat_websocket.py b/python/samples/concepts/realtime/simple_realtime_chat_websocket.py
index 412703f24e4f..0aa59acc1258 100644
--- a/python/samples/concepts/realtime/simple_realtime_chat_websocket.py
+++ b/python/samples/concepts/realtime/simple_realtime_chat_websocket.py
@@ -3,8 +3,6 @@
 import asyncio
 import logging
 
-from azure.identity import AzureCliCredential
-
 from samples.concepts.realtime.utils import AudioPlayerWebsocket, AudioRecorderWebsocket, check_audio_devices
 from semantic_kernel.connectors.ai.open_ai import (
     AzureRealtimeExecutionSettings,
@@ -59,7 +57,11 @@ async def main() -> None:
         # for more details.
         voice="shimmer",
     )
-    realtime_client = AzureRealtimeWebsocket(settings=settings, credential=AzureCliCredential())
+    # Note: api_version (either through settings or directly in the client) must be set to "2025-08-28"
+    # for Azure OpenAI deployments realtime deployments.
+    realtime_client = AzureRealtimeWebsocket(
+        settings=settings,
+    )
     audio_player = AudioPlayerWebsocket()
     audio_recorder = AudioRecorderWebsocket(realtime_client=realtime_client)
     # Create the settings for the session
@@ -84,7 +86,7 @@ async def main() -> None:
 
 if __name__ == "__main__":
     print(
-        "Instructions: Start speaking. "
+        "Instructions: Start speaking when you see 'Session updated.' "
         "The model will detect when you stop and automatically start responding. "
         "Press ctrl + c to stop the program."
     )
diff --git a/python/samples/concepts/realtime/utils.py b/python/samples/concepts/realtime/utils.py
index 9c8d4491c734..6943eaddcfb0 100644
--- a/python/samples/concepts/realtime/utils.py
+++ b/python/samples/concepts/realtime/utils.py
@@ -321,6 +321,7 @@ def _sounddevice_callback(self, outdata, frames, time, status):
             logger.debug(f"Audio output status: {status}")
         if self._queue:
             if self._queue.empty():
+                outdata[:] = 0
                 return
             data = self._queue.get_nowait()
             outdata[:] = data.reshape(outdata.shape)
diff --git a/python/semantic_kernel/connectors/ai/open_ai/const.py b/python/semantic_kernel/connectors/ai/open_ai/const.py
index 0f39c75fd593..3c78fee15d2b 100644
--- a/python/semantic_kernel/connectors/ai/open_ai/const.py
+++ b/python/semantic_kernel/connectors/ai/open_ai/const.py
@@ -2,4 +2,4 @@
 
 from typing import Final
 
-DEFAULT_AZURE_API_VERSION: Final[str] = "2024-10-21"
+DEFAULT_AZURE_API_VERSION: Final[str] = "2025-08-28"
diff --git a/python/semantic_kernel/connectors/ai/open_ai/prompt_execution_settings/open_ai_realtime_execution_settings.py b/python/semantic_kernel/connectors/ai/open_ai/prompt_execution_settings/open_ai_realtime_execution_settings.py
index 2660187de902..3c45a9aac477 100644
--- a/python/semantic_kernel/connectors/ai/open_ai/prompt_execution_settings/open_ai_realtime_execution_settings.py
+++ b/python/semantic_kernel/connectors/ai/open_ai/prompt_execution_settings/open_ai_realtime_execution_settings.py
@@ -54,7 +54,7 @@ class TurnDetection(KernelBaseModel):
 class OpenAIRealtimeExecutionSettings(PromptExecutionSettings):
     """Request settings for OpenAI realtime services."""
 
-    modalities: Sequence[Literal["audio", "text"]] | None = None
+    output_modalities: Sequence[Literal["audio", "text"]] | None = None
     ai_model_id: Annotated[str | None, Field(None, serialization_alias="model")] = None
     instructions: str | None = None
     voice: str | None = None
@@ -76,10 +76,52 @@ class OpenAIRealtimeExecutionSettings(PromptExecutionSettings):
             "on the function choice configuration.",
         ),
     ] = None
-    temperature: Annotated[float | None, Field(ge=0.6, le=1.2)] = None
-    max_response_output_tokens: Annotated[int | Literal["inf"] | None, Field(gt=0)] = None
+    max_output_tokens: Annotated[int | Literal["inf"] | None, Field(gt=0)] = None
     input_audio_noise_reduction: dict[Literal["type"], Literal["near_field", "far_field"]] | None = None
 
+    def prepare_settings_dict(self, **kwargs) -> dict[str, Any]:
+        """Prepare the settings as a dictionary for sending to the AI service.
+
+        For realtime settings, we need to properly structure the audio configuration
+        to match the OpenAI API expectations where voice and turn_detection are nested
+        under the audio field.
+        """
+        # Get the base settings dict (excludes service_id, extension_data, etc.)
+        settings_dict = super().prepare_settings_dict(**kwargs)
+
+        # Build the audio configuration object
+        audio_config: dict[str, Any] = {}
+
+        # Handle voice (goes in audio.output.voice)
+        if "voice" in settings_dict:
+            audio_config.setdefault("output", {})["voice"] = settings_dict.pop("voice")
+
+        # Handle turn_detection (goes in audio.input.turn_detection)
+        if "turn_detection" in settings_dict:
+            audio_config.setdefault("input", {})["turn_detection"] = settings_dict.pop("turn_detection")
+
+        # Handle input audio format
+        if "input_audio_format" in settings_dict:
+            audio_config.setdefault("input", {})["format"] = settings_dict.pop("input_audio_format")
+
+        # Handle output audio format
+        if "output_audio_format" in settings_dict:
+            audio_config.setdefault("output", {})["format"] = settings_dict.pop("output_audio_format")
+
+        # Handle input audio transcription
+        if "input_audio_transcription" in settings_dict:
+            audio_config.setdefault("input", {})["transcription"] = settings_dict.pop("input_audio_transcription")
+
+        # Handle input audio noise reduction
+        if "input_audio_noise_reduction" in settings_dict:
+            audio_config.setdefault("input", {})["noise_reduction"] = settings_dict.pop("input_audio_noise_reduction")
+
+        # Add the audio config if it has any content
+        if audio_config:
+            settings_dict["audio"] = audio_config
+
+        return settings_dict
+
 
 class AzureRealtimeExecutionSettings(OpenAIRealtimeExecutionSettings):
     """Request settings for Azure OpenAI realtime services."""
diff --git a/python/semantic_kernel/connectors/ai/open_ai/services/_open_ai_realtime.py b/python/semantic_kernel/connectors/ai/open_ai/services/_open_ai_realtime.py
index fc07450bf594..304b4e4efff1 100644
--- a/python/semantic_kernel/connectors/ai/open_ai/services/_open_ai_realtime.py
+++ b/python/semantic_kernel/connectors/ai/open_ai/services/_open_ai_realtime.py
@@ -23,8 +23,8 @@
 from av.audio.frame import AudioFrame
 from numpy import ndarray
 from openai._models import construct_type_unchecked
-from openai.resources.beta.realtime.realtime import AsyncRealtimeConnection
-from openai.types.beta.realtime import (
+from openai.resources.realtime.realtime import AsyncRealtimeConnection
+from openai.types.realtime import (
     ConversationItemCreateEvent,
     ConversationItemDeleteEvent,
     ConversationItemTruncateEvent,
@@ -32,13 +32,16 @@
     InputAudioBufferClearEvent,
     InputAudioBufferCommitEvent,
     RealtimeClientEvent,
+    RealtimeConversationItemFunctionCall,
+    RealtimeConversationItemFunctionCallOutput,
+    RealtimeConversationItemUserMessage,
+    RealtimeResponseCreateParams,
     RealtimeServerEvent,
     ResponseCancelEvent,
     ResponseCreateEvent,
     ResponseFunctionCallArgumentsDoneEvent,
     SessionUpdateEvent,
 )
-from openai.types.beta.realtime.response_create_event import Response
 from pydantic import Field, PrivateAttr
 
 from semantic_kernel.connectors.ai.function_call_choice_configuration import FunctionCallChoiceConfiguration
@@ -163,9 +166,15 @@ def _create_openai_realtime_client_event(event_type: SendEvents | str, **kwargs:
         case SendEvents.SESSION_UPDATE:
             if "session" not in kwargs:
                 raise ContentException("Session is required for SessionUpdateEvent")
+            session_dict = kwargs.pop("session")
+            # Create proper RealtimeSessionCreateRequest with required type field for SDK validation
+            # The OpenAI SDK will handle the proper serialization for the API
+            from openai.types.realtime import RealtimeSessionCreateRequest
+
+            session_request = RealtimeSessionCreateRequest(type="realtime", **session_dict)
             return SessionUpdateEvent(
                 type=event_type.value,
-                session=kwargs.pop("session"),
+                session=session_request,
                 **kwargs,
             )
         case SendEvents.INPUT_AUDIO_BUFFER_APPEND:
@@ -206,7 +215,9 @@ def _create_openai_realtime_client_event(event_type: SendEvents | str, **kwargs:
             )
         case SendEvents.RESPONSE_CREATE:
             if "response" in kwargs:
-                response: Response | None = Response.model_validate(kwargs.pop("response"))
+                response: RealtimeResponseCreateParams | None = RealtimeResponseCreateParams.model_validate(
+                    kwargs.pop("response")
+                )
             else:
                 response = None
             return ResponseCreateEvent(
@@ -244,12 +255,12 @@ class ListenEvents(str, Enum):
     RESPONSE_OUTPUT_ITEM_DONE = "response.output_item.done"
     RESPONSE_CONTENT_PART_ADDED = "response.content_part.added"
     RESPONSE_CONTENT_PART_DONE = "response.content_part.done"
-    RESPONSE_TEXT_DELTA = "response.text.delta"
-    RESPONSE_TEXT_DONE = "response.text.done"
-    RESPONSE_AUDIO_TRANSCRIPT_DELTA = "response.audio_transcript.delta"
-    RESPONSE_AUDIO_TRANSCRIPT_DONE = "response.audio_transcript.done"
-    RESPONSE_AUDIO_DELTA = "response.audio.delta"
-    RESPONSE_AUDIO_DONE = "response.audio.done"
+    RESPONSE_TEXT_DELTA = "response.output_text.delta"
+    RESPONSE_TEXT_DONE = "response.output_text.done"
+    RESPONSE_AUDIO_TRANSCRIPT_DELTA = "response.output_audio_transcript.delta"
+    RESPONSE_AUDIO_TRANSCRIPT_DONE = "response.output_audio_transcript.done"
+    RESPONSE_AUDIO_DELTA = "response.output_audio.delta"
+    RESPONSE_AUDIO_DONE = "response.output_audio.done"
     RESPONSE_FUNCTION_CALL_ARGUMENTS_DELTA = "response.function_call_arguments.delta"
     RESPONSE_FUNCTION_CALL_ARGUMENTS_DONE = "response.function_call_arguments.done"
     RATE_LIMITS_UPDATED = "rate_limits.updated"
@@ -291,7 +302,12 @@ async def _parse_event(self, event: RealtimeServerEvent) -> AsyncGenerator[Realt
         might be of different types.
         """
         match event.type:
-            case ListenEvents.RESPONSE_AUDIO_TRANSCRIPT_DELTA.value:
+            case (
+                ListenEvents.RESPONSE_AUDIO_TRANSCRIPT_DELTA.value
+                | "response.audio_transcript.delta"
+                | ListenEvents.RESPONSE_TEXT_DELTA.value
+                | "response.text.delta"
+            ):
                 yield RealtimeTextEvent(
                     service_type=event.type,
                     service_event=event,
@@ -301,6 +317,16 @@ async def _parse_event(self, event: RealtimeServerEvent) -> AsyncGenerator[Realt
                         choice_index=0,
                     ),
                 )
+            case (
+                ListenEvents.RESPONSE_AUDIO_TRANSCRIPT_DONE.value
+                | "response.audio_transcript.done"
+                | ListenEvents.RESPONSE_TEXT_DONE.value
+                | "response.text.done"
+            ):
+                # Don't yield RealtimeTextEvent here — the deltas already streamed all
+                # the text.  Emitting the full text again would cause duplicate output
+                # for any consumer that prints every RealtimeTextEvent.
+                yield RealtimeEvent(service_type=event.type, service_event=event)
             case ListenEvents.RESPONSE_OUTPUT_ITEM_ADDED.value:
                 if event.item.type == "function_call" and event.item.call_id and event.item.name:  # type: ignore
                     self._call_id_to_function_map[event.item.call_id] = event.item.name  # type: ignore
@@ -323,7 +349,9 @@ async def _parse_event(self, event: RealtimeServerEvent) -> AsyncGenerator[Realt
                     if parsed_event:
                         yield parsed_event
             case ListenEvents.ERROR.value:
-                logger.error("Error received: %s", event.error.model_dump_json())  # type: ignore
+                # In GA API, event.error is a dict instead of an object
+                error_info = event.error if isinstance(event.error, dict) else event.error.model_dump()  # type: ignore
+                logger.error("Error received: %s", error_info)  # type: ignore
                 yield RealtimeEvent(service_type=event.type, service_event=event)
             case ListenEvents.SESSION_CREATED.value | ListenEvents.SESSION_UPDATED.value:
                 logger.info("Session created or updated, session: %s", event.session.model_dump_json())  # type: ignore
@@ -483,43 +511,43 @@ async def send(self, event: RealtimeEvents, **kwargs: Any) -> None:
                 await self._send(
                     _create_openai_realtime_client_event(
                         event_type=SendEvents.CONVERSATION_ITEM_CREATE,
-                        item={
-                            "type": "message",
-                            "content": [
+                        item=RealtimeConversationItemUserMessage(
+                            type="message",
+                            content=[
                                 {
                                     "type": "input_text",
                                     "text": event.text.text,
                                 }
                             ],
-                            "role": "user",
-                        },
+                            role="user",
+                        ),
                     )
                 )
             case RealtimeFunctionCallEvent():
                 await self._send(
                     _create_openai_realtime_client_event(
                         event_type=SendEvents.CONVERSATION_ITEM_CREATE,
-                        item={
-                            "type": "function_call",
-                            "name": event.function_call.name or event.function_call.function_name,
-                            "arguments": ""
+                        item=RealtimeConversationItemFunctionCall(
+                            type="function_call",
+                            name=event.function_call.name or event.function_call.function_name,
+                            arguments=""
                             if not event.function_call.arguments
                             else event.function_call.arguments
                             if isinstance(event.function_call.arguments, str)
                             else json.dumps(event.function_call.arguments),
-                            "call_id": event.function_call.metadata.get("call_id"),
-                        },
+                            call_id=event.function_call.metadata.get("call_id"),
+                        ),
                     )
                 )
             case RealtimeFunctionResultEvent():
                 await self._send(
                     _create_openai_realtime_client_event(
                         event_type=SendEvents.CONVERSATION_ITEM_CREATE,
-                        item={
-                            "type": "function_call_output",
-                            "output": event.function_result.result,
-                            "call_id": event.function_result.metadata.get("call_id"),
-                        },
+                        item=RealtimeConversationItemFunctionCallOutput(
+                            type="function_call_output",
+                            output=event.function_result.result,
+                            call_id=event.function_result.metadata.get("call_id"),
+                        ),
                     )
                 )
             case _:
@@ -575,32 +603,32 @@ async def send(self, event: RealtimeEvents, **kwargs: Any) -> None:
                                     await self._send(
                                         _create_openai_realtime_client_event(
                                             event_type=event.service_type,
-                                            item={
-                                                "type": "message",
-                                                "content": [
+                                            item=RealtimeConversationItemUserMessage(
+                                                type="message",
+                                                content=[
                                                     {
                                                         "type": "input_text",
                                                         "text": item.text,
                                                     }
                                                 ],
-                                                "role": "user",
-                                            },
+                                                role="user",
+                                            ),
                                         )
                                     )
                                 case FunctionCallContent():
                                     await self._send(
                                         _create_openai_realtime_client_event(
                                             event_type=event.service_type,
-                                            item={
-                                                "type": "function_call",
-                                                "name": item.name or item.function_name,
-                                                "arguments": ""
+                                            item=RealtimeConversationItemFunctionCall(
+                                                type="function_call",
+                                                name=item.name or item.function_name,
+                                                arguments=""
                                                 if not item.arguments
                                                 else item.arguments
                                                 if isinstance(item.arguments, str)
                                                 else json.dumps(item.arguments),
-                                                "call_id": item.metadata.get("call_id"),
-                                            },
+                                                call_id=item.metadata.get("call_id"),
+                                            ),
                                         )
                                     )
 
@@ -608,11 +636,11 @@ async def send(self, event: RealtimeEvents, **kwargs: Any) -> None:
                                     await self._send(
                                         _create_openai_realtime_client_event(
                                             event_type=event.service_type,
-                                            item={
-                                                "type": "function_call_output",
-                                                "output": item.result,
-                                                "call_id": item.metadata.get("call_id"),
-                                            },
+                                            item=RealtimeConversationItemFunctionCallOutput(
+                                                type="function_call_output",
+                                                output=item.result,
+                                                call_id=item.metadata.get("call_id"),
+                                            ),
                                         )
                                     )
                     case SendEvents.CONVERSATION_ITEM_TRUNCATE:
@@ -691,7 +719,31 @@ async def _send(self, event: RealtimeClientEvent) -> None:
         while self.data_channel.readyState != "open":
             await asyncio.sleep(0.1)
         try:
-            self.data_channel.send(event.model_dump_json(exclude_none=True))
+            # Handle session update specially to exclude type field for WebRTC
+            if hasattr(event, "type") and event.type == "session.update":
+                event_dict = event.model_dump(exclude_none=True)
+                # Remove fields that aren't allowed in session updates for WebRTC compatibility
+                # Audio configuration should be set during session creation, not updates
+                session_dict = event_dict.get("session")
+                if session_dict and isinstance(session_dict, dict):
+                    # Only keep fields that are allowed in session updates
+                    # Note: output_modalities is not allowed in WebRTC session updates
+                    allowed_fields = {
+                        "type",
+                        "instructions",
+                        "model",
+                        "max_output_tokens",
+                        "tools",
+                        "tool_choice",
+                        "prompt",
+                        "tracing",
+                        "truncation",
+                    }
+                    event_dict["session"] = {k: v for k, v in session_dict.items() if k in allowed_fields}
+
+                self.data_channel.send(json.dumps(event_dict))
+            else:
+                self.data_channel.send(event.model_dump_json(exclude_none=True))
         except Exception as e:
             logger.error(f"Failed to send event {event} with error: {e!s}")
 
@@ -809,8 +861,18 @@ async def _on_data(self, data: str) -> None:
             await self._receive_buffer.put(parsed_event)
 
     async def _get_ephemeral_token(self) -> str:
-        """Get an ephemeral token from OpenAI."""
-        data = {"model": self.ai_model_id}
+        """Get an ephemeral token from OpenAI.
+
+        GA endpoint: POST /v1/realtime/client_secrets
+        Request body: {"session": {"type": "realtime", "model": "<model>"}}
+        Response: {"value": "<token>", "expires_at": ..., "session": {...}}
+        """
+        data = {
+            "session": {
+                "type": "realtime",
+                "model": self.ai_model_id,
+            }
+        }
         headers, url = self._get_ephemeral_token_headers_and_url()
         headers = prepend_semantic_kernel_to_user_agent(headers)
         try:
@@ -823,22 +885,25 @@ async def _get_ephemeral_token(self) -> str:
                     raise Exception(f"Failed to get ephemeral token: {error_text}")
 
                 result = await response.json()
-                return result["client_secret"]["value"]
+                return result["value"]
 
         except Exception as e:
             logger.error(f"Failed to get ephemeral token: {e!s}")
             raise
 
     def _get_ephemeral_token_headers_and_url(self) -> tuple[dict[str, str], str]:
-        """Get the headers for the ephemeral token."""
+        """Get the headers and URL for the ephemeral token."""
         return {
             "Authorization": f"Bearer {self.client.api_key}",
             "Content-Type": "application/json",
-        }, f"{self.client.beta.realtime._client.base_url}/realtime/sessions"
+        }, f"{self.client.realtime._client.base_url}/realtime/client_secrets"
 
     def _get_webrtc_url(self) -> str:
-        """Get the WebRTC URL."""
-        return f"{self.client.beta.realtime._client.base_url}/realtime?model={self.ai_model_id}"
+        """Get the WebRTC URL.
+
+        GA endpoint: POST /v1/realtime/calls?model=<model>
+        """
+        return f"{self.client.realtime._client.base_url}/realtime/calls?model={self.ai_model_id}"
 
 
 # region Websocket
@@ -894,7 +959,7 @@ async def create_session(
         **kwargs: Any,
     ) -> None:
         """Create a session in the service."""
-        self.connection = await self.client.beta.realtime.connect(
+        self.connection = await self.client.realtime.connect(
             model=self.ai_model_id, extra_headers={USER_AGENT: SEMANTIC_KERNEL_USER_AGENT}
         ).enter()
         self.connected.set()
diff --git a/python/semantic_kernel/connectors/ai/open_ai/services/azure_realtime.py b/python/semantic_kernel/connectors/ai/open_ai/services/azure_realtime.py
index 32a11f9ec807..9ae6f7558ec6 100644
--- a/python/semantic_kernel/connectors/ai/open_ai/services/azure_realtime.py
+++ b/python/semantic_kernel/connectors/ai/open_ai/services/azure_realtime.py
@@ -2,12 +2,15 @@
 
 import logging
 import sys
+import warnings
 from collections.abc import Callable, Coroutine, Mapping
 from typing import TYPE_CHECKING, Any
 
+from aiohttp import ClientSession
 from azure.core.credentials import TokenCredential
 from openai import AsyncAzureOpenAI
 from openai.lib.azure import AsyncAzureADTokenProvider
+from openai.resources.realtime.realtime import AsyncRealtimeConnection
 from pydantic import ValidationError
 
 from semantic_kernel.connectors.ai.open_ai.prompt_execution_settings.open_ai_realtime_execution_settings import (
@@ -21,13 +24,18 @@
 from semantic_kernel.connectors.ai.open_ai.services.open_ai_model_types import OpenAIModelTypes
 from semantic_kernel.connectors.ai.open_ai.settings.azure_open_ai_settings import AzureOpenAISettings
 from semantic_kernel.connectors.ai.prompt_execution_settings import PromptExecutionSettings
+from semantic_kernel.const import USER_AGENT
 from semantic_kernel.exceptions.service_exceptions import ServiceInitializationError
 from semantic_kernel.utils.feature_stage_decorator import experimental
+from semantic_kernel.utils.telemetry.user_agent import SEMANTIC_KERNEL_USER_AGENT, prepend_semantic_kernel_to_user_agent
 
 if TYPE_CHECKING:
     from aiortc.mediastreams import MediaStreamTrack
     from numpy import ndarray
 
+    from semantic_kernel.connectors.ai.prompt_execution_settings import PromptExecutionSettings
+    from semantic_kernel.contents.chat_history import ChatHistory
+
 if sys.version_info >= (3, 12):
     from typing import override  # pragma: no cover
 else:
@@ -139,6 +147,50 @@ def __init__(
     def get_prompt_execution_settings_class(self) -> type[PromptExecutionSettings]:
         return AzureRealtimeExecutionSettings
 
+    @override
+    async def create_session(
+        self,
+        chat_history: "ChatHistory | None" = None,
+        settings: "PromptExecutionSettings | None" = None,
+        **kwargs: Any,
+    ) -> None:
+        """Create a session in the service.
+
+        The Azure GA Realtime endpoint (/openai/v1/realtime) does not accept
+        the api-version query parameter. The openai SDK always adds it, so we
+        bypass the SDK's _configure_realtime and build the connection directly.
+        """
+        from websockets.asyncio.client import connect as ws_connect
+
+        # Build the GA WebSocket URL: wss://<resource>.openai.azure.com/openai/v1/realtime?model=<deployment-name>
+        # Note: GA uses ?model= (not ?deployment= which was preview)
+        # See: https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/realtime-audio-websockets
+        endpoint = str(self.client._base_url).rstrip("/")  # type: ignore[attr-defined]
+        if "/openai" in endpoint:
+            endpoint = endpoint[: endpoint.index("/openai")]
+        url = f"wss://{endpoint.split('://')[-1]}/openai/v1/realtime?model={self.ai_model_id}"
+
+        # Build auth headers
+        auth_headers: dict[str, str] = {}
+        if self.client.api_key and self.client.api_key != "<missing API key>":
+            auth_headers["api-key"] = self.client.api_key
+        else:
+            token = await self.client._get_azure_ad_token()  # type: ignore[attr-defined]
+            if token:
+                auth_headers["Authorization"] = f"Bearer {token}"
+
+        ws = await ws_connect(
+            url,
+            additional_headers={
+                **auth_headers,
+                USER_AGENT: SEMANTIC_KERNEL_USER_AGENT,
+            },
+        )
+
+        self.connection = AsyncRealtimeConnection(ws)
+        self.connected.set()
+        await self.update_session(settings=settings, chat_history=chat_history, **kwargs)
+
 
 @experimental
 class AzureRealtimeWebRTC(OpenAIRealtimeWebRTCBase, AzureOpenAIConfigBase):
@@ -147,7 +199,7 @@ class AzureRealtimeWebRTC(OpenAIRealtimeWebRTCBase, AzureOpenAIConfigBase):
     def __init__(
         self,
         audio_track: "MediaStreamTrack",
-        region: str,
+        region: str | None = None,
         audio_output_callback: Callable[["ndarray"], Coroutine[Any, Any, None]] | None = None,
         service_id: str | None = None,
         api_key: str | None = None,
@@ -165,14 +217,13 @@ def __init__(
         credential: TokenCredential | None = None,
         **kwargs: Any,
     ) -> None:
-        """Initialize an AzureRealtimeWebsocket service.
+        """Initialize an AzureRealtimeWebRTC service.
 
         Args:
             audio_track: The audio track to use for the service, only used by WebRTC.
                 It can be any class that implements the AudioStreamTrack interface.
-            region: The region to use for the service.
-                This is required for WebRTC, and should be the same as the region of the Azure deployment.
-                Currently this can be "eastus2" or "swedencentral".
+            region: Deprecated. No longer needed for GA Realtime API.
+                Previously required for the preview WebRTC endpoint.
             audio_output_callback: The audio output callback, optional.
                 This should be a coroutine, that takes a ndarray with audio as input.
                 The goal of this function is to allow you to play the audio with the
@@ -224,9 +275,15 @@ def __init__(
             raise ServiceInitializationError("Failed to create OpenAI settings.", ex) from ex
         if not azure_openai_settings.realtime_deployment_name:
             raise ServiceInitializationError("The OpenAI realtime model ID is required.")
+        if region is not None:
+            warnings.warn(
+                "The 'region' parameter is deprecated and no longer needed for the GA Realtime API. "
+                "The WebRTC endpoint is now derived from the resource endpoint.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
         if audio_track:
             kwargs["audio_track"] = audio_track
-        kwargs["region"] = region
         super().__init__(
             api_key=azure_openai_settings.api_key.get_secret_value() if azure_openai_settings.api_key else None,
             audio_output_callback=audio_output_callback,
@@ -251,11 +308,27 @@ def get_prompt_execution_settings_class(self) -> type[PromptExecutionSettings]:
 
     @override
     def _get_ephemeral_token_headers_and_url(self) -> tuple[dict[str, str], str]:
-        """Get the headers and URL for the ephemeral token."""
-        url = (
-            f"{self.client.beta.realtime._client.base_url}/realtimeapi/sessions?api-version="
-            f"{self.client._api_version}"  # type: ignore[attr-defined]
-        )
+        """Get the headers and URL for the ephemeral token.
+
+        Uses the GA endpoint format: POST /openai/v1/realtime/client_secrets
+        See: https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/realtime-audio-webrtc
+        """
+        endpoint = str(self.client._base_url).rstrip("/")  # type: ignore[attr-defined]
+        # Strip any trailing path segments to get the base Azure resource URL
+        # base_url typically looks like https://<resource>.openai.azure.com/openai/...
+        # We need: https://<resource>.openai.azure.com/openai/v1/realtime/client_secrets
+        if "/openai" in endpoint:
+            endpoint = endpoint[: endpoint.index("/openai")]
+        url = f"{endpoint}/openai/v1/realtime/client_secrets"
+
+        if self.client.api_key and self.client.api_key != "<missing API key>":
+            return (
+                {
+                    "api-key": self.client.api_key,
+                    "Content-Type": "application/json",
+                },
+                url,
+            )
         if self.client._azure_ad_token is not None:  # type: ignore[attr-defined]
             return (
                 {
@@ -264,20 +337,51 @@ def _get_ephemeral_token_headers_and_url(self) -> tuple[dict[str, str], str]:
                 },
                 url,
             )
-        return (
-            {
-                "Authorization": f"Bearer {self.client.api_key}",
-                "Content-Type": "application/json",
-            },
-            url,
-        )
+        raise ServiceInitializationError("No API key or Azure AD token available for ephemeral token request.")
+
+    @override
+    async def _get_ephemeral_token(self) -> str:
+        """Get an ephemeral token from Azure OpenAI.
+
+        Azure GA requires a nested session object:
+            {"session": {"type": "realtime", "model": "<deployment>"}}
+        And returns the token directly as {"value": "..."} rather than
+        OpenAI's {"client_secret": {"value": "..."}}.
+        See: https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/realtime-audio-webrtc
+        """
+        data = {
+            "session": {
+                "type": "realtime",
+                "model": self.ai_model_id,
+            }
+        }
+        headers, url = self._get_ephemeral_token_headers_and_url()
+        headers = prepend_semantic_kernel_to_user_agent(headers)
+        try:
+            async with (
+                ClientSession() as session,
+                session.post(url, headers=headers, json=data) as response,
+            ):
+                if response.status not in [200, 201]:
+                    error_text = await response.text()
+                    raise Exception(f"Failed to get ephemeral token: {error_text}")
+
+                result = await response.json()
+                # Azure GA format returns {"value": "token"} directly
+                return result["value"]
+
+        except Exception as e:
+            logger.error(f"Failed to get ephemeral token: {e!s}")
+            raise
 
     @override
     def _get_webrtc_url(self) -> str:
-        """Get the webrtc URL."""
-        if not self.model_extra:
-            raise ServiceInitializationError("The region is required for WebRTC.")
-        region = self.model_extra.get("region")
-        if not region:
-            raise ServiceInitializationError("The region is required for WebRTC.")
-        return f"https://{region}.realtimeapi-preview.ai.azure.com/v1/realtimertc"
+        """Get the WebRTC URL.
+
+        Uses the GA endpoint format: /openai/v1/realtime/calls
+        See: https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/realtime-audio-webrtc
+        """
+        endpoint = str(self.client._base_url).rstrip("/")  # type: ignore[attr-defined]
+        if "/openai" in endpoint:
+            endpoint = endpoint[: endpoint.index("/openai")]
+        return f"{endpoint}/openai/v1/realtime/calls"
diff --git a/python/semantic_kernel/connectors/ai/open_ai/settings/open_ai_settings.py b/python/semantic_kernel/connectors/ai/open_ai/settings/open_ai_settings.py
index 6ead680aa4f4..ba92b93b0983 100644
--- a/python/semantic_kernel/connectors/ai/open_ai/settings/open_ai_settings.py
+++ b/python/semantic_kernel/connectors/ai/open_ai/settings/open_ai_settings.py
@@ -35,7 +35,7 @@ class OpenAISettings(KernelBaseSettings):
     - text_to_audio_model_id: str | None - The OpenAI text to audio model ID to use, for example, jukebox-1.
         (Env var OPENAI_TEXT_TO_AUDIO_MODEL_ID)
     - realtime_model_id: str | None - The OpenAI realtime model ID to use,
-    for example, gpt-4o-realtime-preview-2024-12-17.
+        for example, gpt-realtime, gpt-realtime-mini, or gpt-audio-mini.
         (Env var OPENAI_REALTIME_MODEL_ID)
     - env_file_path: str | None - if provided, the .env settings are read from this file path location
     """
diff --git a/python/tests/unit/connectors/ai/open_ai/services/test_openai_realtime.py b/python/tests/unit/connectors/ai/open_ai/services/test_openai_realtime.py
index ce05661d2832..64d7a6a64b58 100644
--- a/python/tests/unit/connectors/ai/open_ai/services/test_openai_realtime.py
+++ b/python/tests/unit/connectors/ai/open_ai/services/test_openai_realtime.py
@@ -9,28 +9,29 @@
 from aiortc import AudioStreamTrack, RTCDataChannel, RTCPeerConnection
 from numpy import ndarray
 from openai import AsyncOpenAI
-from openai.resources.beta.realtime.realtime import (
+from openai.resources.realtime.realtime import (
     AsyncRealtimeConnection,
     AsyncRealtimeConnectionManager,
 )
-from openai.types.beta.realtime import (
-    ConversationItem,
-    ConversationItemContent,
+from openai.types.realtime import (
     ConversationItemCreatedEvent,
     ConversationItemCreateEvent,
     ConversationItemDeletedEvent,
     ConversationItemDeleteEvent,
     ConversationItemTruncatedEvent,
     ConversationItemTruncateEvent,
-    ErrorEvent,
     InputAudioBufferAppendEvent,
     InputAudioBufferClearedEvent,
     InputAudioBufferClearEvent,
     InputAudioBufferCommitEvent,
     InputAudioBufferCommittedEvent,
     InputAudioBufferSpeechStartedEvent,
+    RealtimeConversationItemFunctionCall,
+    RealtimeConversationItemFunctionCallOutput,
+    RealtimeConversationItemUserMessage,
     RealtimeResponse,
     RealtimeServerEvent,
+    RealtimeSessionCreateRequest,
     ResponseAudioDeltaEvent,
     ResponseAudioDoneEvent,
     ResponseAudioTranscriptDeltaEvent,
@@ -40,11 +41,11 @@
     ResponseFunctionCallArgumentsDeltaEvent,
     ResponseFunctionCallArgumentsDoneEvent,
     ResponseOutputItemAddedEvent,
-    Session,
     SessionCreatedEvent,
     SessionUpdatedEvent,
     SessionUpdateEvent,
 )
+from openai.types.realtime.realtime_error import RealtimeError as ErrorEvent
 from pydantic import ValidationError
 from pytest import fixture, mark, param, raises
 
@@ -85,37 +86,46 @@
 from semantic_kernel.kernel import Kernel
 
 events = [
-    SessionCreatedEvent(type=ListenEvents.SESSION_CREATED, session=Session(id="session_id"), event_id="1"),
-    SessionUpdatedEvent(type=ListenEvents.SESSION_UPDATED, session=Session(id="session_id"), event_id="2"),
+    SessionCreatedEvent(
+        type=ListenEvents.SESSION_CREATED.value, session=RealtimeSessionCreateRequest(type="realtime"), event_id="1"
+    ),
+    SessionUpdatedEvent(
+        type=ListenEvents.SESSION_UPDATED.value, session=RealtimeSessionCreateRequest(type="realtime"), event_id="2"
+    ),
     ConversationItemCreatedEvent(
-        type=ListenEvents.CONVERSATION_ITEM_CREATED,
-        item=ConversationItem(id="item_id"),
+        type=ListenEvents.CONVERSATION_ITEM_CREATED.value,
+        item=RealtimeConversationItemUserMessage(id="item_id", type="message", role="user", content=[]),
         event_id="3",
         previous_item_id="2",
     ),
-    ConversationItemDeletedEvent(type=ListenEvents.CONVERSATION_ITEM_DELETED, item_id="item_id", event_id="4"),
+    ConversationItemDeletedEvent(type=ListenEvents.CONVERSATION_ITEM_DELETED.value, item_id="item_id", event_id="4"),
     ConversationItemTruncatedEvent(
-        type=ListenEvents.CONVERSATION_ITEM_TRUNCATED, event_id="5", audio_end_ms=0, content_index=0, item_id="item_id"
+        type=ListenEvents.CONVERSATION_ITEM_TRUNCATED.value,
+        event_id="5",
+        audio_end_ms=0,
+        content_index=0,
+        item_id="item_id",
     ),
-    InputAudioBufferClearedEvent(type=ListenEvents.INPUT_AUDIO_BUFFER_CLEARED, event_id="7"),
+    InputAudioBufferClearedEvent(type=ListenEvents.INPUT_AUDIO_BUFFER_CLEARED.value, event_id="7"),
     InputAudioBufferCommittedEvent(
-        type=ListenEvents.INPUT_AUDIO_BUFFER_COMMITTED,
+        type=ListenEvents.INPUT_AUDIO_BUFFER_COMMITTED.value,
         event_id="8",
         item_id="item_id",
         previous_item_id="previous_item_id",
     ),
-    ResponseCreatedEvent(type=ListenEvents.RESPONSE_CREATED, event_id="10", response=RealtimeResponse()),
+    ResponseCreatedEvent(type=ListenEvents.RESPONSE_CREATED.value, event_id="10", response=RealtimeResponse()),
     ResponseFunctionCallArgumentsDoneEvent(
-        type=ListenEvents.RESPONSE_FUNCTION_CALL_ARGUMENTS_DONE,
+        type=ListenEvents.RESPONSE_FUNCTION_CALL_ARGUMENTS_DONE.value,
         event_id="11",
         arguments="{}",
         call_id="call_id",
         item_id="item_id",
+        name="function_name",
         output_index=0,
         response_id="response_id",
     ),
     ResponseAudioTranscriptDeltaEvent(
-        type=ListenEvents.RESPONSE_AUDIO_TRANSCRIPT_DELTA,
+        type=ListenEvents.RESPONSE_AUDIO_TRANSCRIPT_DELTA.value,
         event_id="12",
         content_index=0,
         delta="text",
@@ -124,7 +134,7 @@
         response_id="response_id",
     ),
     ResponseAudioDoneEvent(
-        type=ListenEvents.RESPONSE_AUDIO_DONE,
+        type=ListenEvents.RESPONSE_AUDIO_DONE.value,
         event_id="13",
         item_id="item_id",
         output_index=0,
@@ -132,7 +142,7 @@
         content_index=0,
     ),
     ResponseAudioDeltaEvent(
-        type=ListenEvents.RESPONSE_AUDIO_DELTA,
+        type=ListenEvents.RESPONSE_AUDIO_DELTA.value,
         event_id="14",
         item_id="item_id",
         output_index=0,
@@ -253,7 +263,7 @@ def test_openai_realtime_webrtc(openai_unit_test_env, audio_track):
             {
                 "event_id": "event_id",
                 "previous_item_id": "previous_item_id",
-                "item": {"id": "item_id"},
+                "item": RealtimeConversationItemUserMessage(id="item_id", type="message", role="user", content=[]),
             },
             ConversationItemCreateEvent,
             None,
@@ -325,14 +335,14 @@ def test_create_openai_realtime_event(
                 event_id="event_id",
                 output_index=0,
                 response_id="response_id",
-                type="response.audio_transcript.delta",
+                type="response.output_audio_transcript.delta",
             ),
             [RealtimeTextEvent],
             id="response_audio_transcript_delta",
         ),
         param(
             ResponseOutputItemAddedEvent(
-                item=ConversationItem(id="item_id"),
+                item=RealtimeConversationItemUserMessage(id="item_id", type="message", role="user", content=[]),
                 event_id="event_id",
                 output_index=0,
                 response_id="response_id",
@@ -343,7 +353,9 @@ def test_create_openai_realtime_event(
         ),
         param(
             ResponseOutputItemAddedEvent(
-                item=ConversationItem(id="item_id", type="function_call", call_id="call_id", name="function_to_call"),
+                item=RealtimeConversationItemFunctionCall(
+                    id="item_id", type="function_call", call_id="call_id", name="function_to_call", arguments=""
+                ),
                 event_id="event_id",
                 output_index=0,
                 response_id="response_id",
@@ -372,6 +384,7 @@ def test_create_openai_realtime_event(
                 event_id="event_id",
                 output_index=0,
                 item_id="item_id",
+                name="function_name",
                 response_id="response_id",
                 type="response.function_call_arguments.done",
             ),
@@ -382,6 +395,7 @@ def test_create_openai_realtime_event(
             ErrorEvent(
                 error={"code": "error_code", "message": "error_message", "type": "invalid_request_error"},
                 event_id="event_id",
+                message="error_message",
                 type="error",
             ),
             [RealtimeEvent],
@@ -389,7 +403,7 @@ def test_create_openai_realtime_event(
         ),
         param(
             SessionCreatedEvent(
-                session=Session(id="session_id"),
+                session=RealtimeSessionCreateRequest(type="realtime"),
                 event_id="event_id",
                 type="session.created",
             ),
@@ -398,7 +412,7 @@ def test_create_openai_realtime_event(
         ),
         param(
             SessionUpdatedEvent(
-                session=Session(id="session_id"),
+                session=RealtimeSessionCreateRequest(type="realtime"),
                 event_id="event_id",
                 type="session.updated",
             ),
@@ -432,14 +446,24 @@ async def test_update_session(OpenAIWebsocket, kernel):
                 role="assistant",
                 items=[
                     FunctionCallContent(
-                        function_name="function_name", plugin_name="plugin", arguments={"arg1": "value"}, id="1"
+                        function_name="function_name",
+                        plugin_name="plugin",
+                        arguments={"arg1": "value"},
+                        id="1",
+                        metadata={"call_id": "call_1"},
                     )
                 ],
             ),
             ChatMessageContent(
                 role="tool",
                 items=[
-                    FunctionResultContent(function_name="function_name", plugin_name="plugin", result="result", id="1")
+                    FunctionResultContent(
+                        function_name="function_name",
+                        plugin_name="plugin",
+                        result="result",
+                        id="1",
+                        metadata={"call_id": "call_1"},
+                    )
                 ],
             ),
             ChatMessageContent(
@@ -451,7 +475,7 @@ async def test_update_session(OpenAIWebsocket, kernel):
             ),
         ]
     )
-    settings = OpenAIRealtimeExecutionSettings(instructions="instructions", ai_model_id="gpt-4o-realtime-preview")
+    settings = OpenAIRealtimeExecutionSettings(instructions="instructions", ai_model_id="gpt-realtime")
     with patch.object(OpenAIWebsocket, "_send") as mock_send:
         await OpenAIWebsocket.update_session(
             chat_history=chat_history, settings=settings, create_response=True, kernel=kernel
@@ -472,12 +496,13 @@ async def test_parse_function_call_arguments_done(OpenAIWebsocket, kernel):
         event_id="event_id",
         output_index=0,
         item_id="item_id",
+        name="plugin_name-function_name",
         response_id="response_id",
         type="response.function_call_arguments.done",
     )
     response_events = [RealtimeFunctionCallEvent, RealtimeFunctionResultEvent]
     OpenAIWebsocket._current_settings = OpenAIRealtimeExecutionSettings(
-        instructions="instructions", ai_model_id="gpt-4o-realtime-preview"
+        instructions="instructions", ai_model_id="gpt-realtime"
     )
     OpenAIWebsocket._current_settings.function_choice_behavior = FunctionChoiceBehavior.Auto()
     OpenAIWebsocket._call_id_to_function_map["call_id"] = "plugin_name-function_name"
@@ -494,7 +519,7 @@ async def test_parse_function_call_arguments_done(OpenAIWebsocket, kernel):
         mock_send.assert_any_await(
             ConversationItemCreateEvent(
                 type="conversation.item.create",
-                item=ConversationItem(
+                item=RealtimeConversationItemFunctionCallOutput(
                     type="function_call_output",
                     output=func_result,
                     call_id="call_id",
@@ -511,12 +536,13 @@ async def test_parse_function_call_arguments_done_fail(OpenAIWebsocket, kernel):
         event_id="event_id",
         output_index=0,
         item_id="item_id",
+        name="function_name",
         response_id="response_id",
         type="response.function_call_arguments.done",
     )
     response_events = [RealtimeEvent]
     OpenAIWebsocket._current_settings = OpenAIRealtimeExecutionSettings(
-        instructions="instructions", ai_model_id="gpt-4o-realtime-preview"
+        instructions="instructions", ai_model_id="gpt-realtime"
     )
     OpenAIWebsocket._current_settings.function_choice_behavior = FunctionChoiceBehavior.Auto()
     # This function name is invalid
@@ -549,7 +575,7 @@ async def test_send_audio(OpenAIWebsocket):
 @mark.parametrize("client", ["OpenAIWebRTC", "OpenAIWebsocket"])
 async def test_send_session_update(client, OpenAIWebRTC, OpenAIWebsocket):
     openai_client = OpenAIWebRTC if client == "OpenAIWebRTC" else OpenAIWebsocket
-    settings = PromptExecutionSettings(ai_model_id="gpt-4o-realtime-preview")
+    settings = PromptExecutionSettings(ai_model_id="gpt-realtime")
     session_event = RealtimeEvent(
         service_type=SendEvents.SESSION_UPDATE,
         service_event={"settings": settings},
@@ -560,7 +586,7 @@ async def test_send_session_update(client, OpenAIWebRTC, OpenAIWebsocket):
         assert len(mock_send.await_args_list) == 1
         mock_send.assert_any_await(
             SessionUpdateEvent(
-                session={"model": "gpt-4o-realtime-preview"},
+                session={"model": "gpt-realtime", "type": "realtime"},
                 type="session.update",
             )
         )
@@ -601,8 +627,8 @@ async def test_send_conversation_item_create(client, OpenAIWebRTC, OpenAIWebsock
         assert len(mock_send.await_args_list) == 3
         mock_send.assert_any_await(
             ConversationItemCreateEvent(
-                item=ConversationItem(
-                    content=[ConversationItemContent(text="Hello", type="input_text")],
+                item=RealtimeConversationItemUserMessage(
+                    content=[{"text": "Hello", "type": "input_text"}],
                     role="user",
                     type="message",
                 ),
@@ -611,7 +637,7 @@ async def test_send_conversation_item_create(client, OpenAIWebRTC, OpenAIWebsock
         )
         mock_send.assert_any_await(
             ConversationItemCreateEvent(
-                item=ConversationItem(
+                item=RealtimeConversationItemFunctionCall(
                     arguments='{"arg1": "value"}',
                     call_id="call_id",
                     name="plugin-function_name",
@@ -622,7 +648,7 @@ async def test_send_conversation_item_create(client, OpenAIWebRTC, OpenAIWebsock
         )
         mock_send.assert_any_await(
             ConversationItemCreateEvent(
-                item=ConversationItem(
+                item=RealtimeConversationItemFunctionCallOutput(
                     call_id="call_id",
                     output="result",
                     type="function_call_output",
@@ -639,7 +665,7 @@ async def test_receive_websocket(OpenAIWebsocket):
     manager = AsyncMock(spec=AsyncRealtimeConnectionManager)
     manager.enter.return_value = connection_mock
 
-    with patch("openai.resources.beta.realtime.realtime.AsyncRealtime.connect") as mock_connect:
+    with patch("openai.resources.realtime.realtime.AsyncRealtime.connect") as mock_connect:
         mock_connect.return_value = manager
         async with OpenAIWebsocket():
             async for msg in OpenAIWebsocket.receive():
@@ -674,7 +700,7 @@ async def openai_realtime_base():
     return OpenAIRealtimeWebRTC(
         audio_track=audio_track_mock,
         client=async_openai_mock,
-        ai_model_id="gpt-4o-realtime-preview",
+        ai_model_id="gpt-realtime",
         kernel=kernel_mock,
     )
 
@@ -810,7 +836,7 @@ def mocked_open_ai_realtime_webrtc(mocked_audio_track, mocked_audio_output_callb
         return OpenAIRealtimeWebRTC(
             audio_track=mocked_audio_track,
             audio_output_callback=mocked_audio_output_callback,
-            ai_model_id="gpt-4o-realtime-preview",
+            ai_model_id="gpt-realtime",
             client=async_openai_mock,
             api_key="fake-api-key",
         )
@@ -870,10 +896,9 @@ async def test_create_session_initializes_peer_connection(mock_post, mocked_open
     mocked_open_ai_realtime_webrtc._get_ephemeral_token = AsyncMock(return_value="fake-token")
     mocked_open_ai_realtime_webrtc.client = AsyncMock(spec=AsyncOpenAI)
     mocked_open_ai_realtime_webrtc.client.api_key = "fake-api-key"
-    mocked_open_ai_realtime_webrtc.client.beta = AsyncMock()
-    mocked_open_ai_realtime_webrtc.client.beta.realtime = AsyncMock()
-    mocked_open_ai_realtime_webrtc.client.beta.realtime._client = AsyncMock()
-    mocked_open_ai_realtime_webrtc.client.beta.realtime._client.base_url = "https://api.openai.com"
+    mocked_open_ai_realtime_webrtc.client.realtime = AsyncMock()
+    mocked_open_ai_realtime_webrtc.client.realtime._client = AsyncMock()
+    mocked_open_ai_realtime_webrtc.client.realtime._client.base_url = "https://api.openai.com"
 
     await mocked_open_ai_realtime_webrtc.create_session()
     assert mocked_open_ai_realtime_webrtc.peer_connection is not None
diff --git a/python/uv.lock b/python/uv.lock
index 9d1192f50356..33e71e187235 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -250,7 +250,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.79.0"
+version = "0.84.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -262,9 +262,9 @@ dependencies = [
     { name = "sniffio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/15/b1/91aea3f8fd180d01d133d931a167a78a3737b3fd39ccef2ae8d6619c24fd/anthropic-0.79.0.tar.gz", hash = "sha256:8707aafb3b1176ed6c13e2b1c9fb3efddce90d17aee5d8b83a86c70dcdcca871", size = 509825, upload-time = "2026-02-07T18:06:18.388Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/ea/0869d6df9ef83dcf393aeefc12dd81677d091c6ffc86f783e51cf44062f2/anthropic-0.84.0.tar.gz", hash = "sha256:72f5f90e5aebe62dca316cb013629cfa24996b0f5a4593b8c3d712bc03c43c37", size = 539457, upload-time = "2026-02-25T05:22:38.54Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/95/b2/cc0b8e874a18d7da50b0fda8c99e4ac123f23bf47b471827c5f6f3e4a767/anthropic-0.79.0-py3-none-any.whl", hash = "sha256:04cbd473b6bbda4ca2e41dd670fe2f829a911530f01697d0a1e37321eb75f3cf", size = 405918, upload-time = "2026-02-07T18:06:20.246Z" },
+    { url = "https://files.pythonhosted.org/packages/64/ca/218fa25002a332c0aa149ba18ffc0543175998b1f65de63f6d106689a345/anthropic-0.84.0-py3-none-any.whl", hash = "sha256:861c4c50f91ca45f942e091d83b60530ad6d4f98733bfe648065364da05d29e7", size = 455156, upload-time = "2026-02-25T05:22:40.468Z" },
 ]
 
 [[package]]
@@ -319,14 +319,14 @@ wheels = [
 
 [[package]]
 name = "authlib"
-version = "1.6.7"
+version = "1.6.8"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/49/dc/ed1681bf1339dd6ea1ce56136bad4baabc6f7ad466e375810702b0237047/authlib-1.6.7.tar.gz", hash = "sha256:dbf10100011d1e1b34048c9d120e83f13b35d69a826ae762b93d2fb5aafc337b", size = 164950, upload-time = "2026-02-06T14:04:14.171Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6b/6c/c88eac87468c607f88bc24df1f3b31445ee6fc9ba123b09e666adf687cd9/authlib-1.6.8.tar.gz", hash = "sha256:41ae180a17cf672bc784e4a518e5c82687f1fe1e98b0cafaeda80c8e4ab2d1cb", size = 165074, upload-time = "2026-02-14T04:02:17.941Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f8/00/3ed12264094ec91f534fae429945efbaa9f8c666f3aa7061cc3b2a26a0cd/authlib-1.6.7-py2.py3-none-any.whl", hash = "sha256:c637340d9a02789d2efa1d003a7437d10d3e565237bcb5fcbc6c134c7b95bab0", size = 244115, upload-time = "2026-02-06T14:04:12.141Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/73/f7084bf12755113cd535ae586782ff3a6e710bfbe6a0d13d1c2f81ffbbfa/authlib-1.6.8-py2.py3-none-any.whl", hash = "sha256:97286fd7a15e6cfefc32771c8ef9c54f0ed58028f1322de6a2a7c969c3817888", size = 244116, upload-time = "2026-02-14T04:02:15.579Z" },
 ]
 
 [[package]]
@@ -462,15 +462,15 @@ wheels = [
 
 [[package]]
 name = "azure-core"
-version = "1.38.0"
+version = "1.38.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/1b/e503e08e755ea94e7d3419c9242315f888fc664211c90d032e40479022bf/azure_core-1.38.0.tar.gz", hash = "sha256:8194d2682245a3e4e3151a667c686464c3786fed7918b394d035bdcd61bb5993", size = 363033, upload-time = "2026-01-12T17:03:05.535Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/00/fe/5c7710bc611a4070d06ba801de9a935cc87c3d4b689c644958047bdf2cba/azure_core-1.38.2.tar.gz", hash = "sha256:67562857cb979217e48dc60980243b61ea115b77326fa93d83b729e7ff0482e7", size = 363734, upload-time = "2026-02-18T19:33:05.6Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fc/d8/b8fcba9464f02b121f39de2db2bf57f0b216fe11d014513d666e8634380d/azure_core-1.38.0-py3-none-any.whl", hash = "sha256:ab0c9b2cd71fecb1842d52c965c95285d3cfb38902f6766e4a471f1cd8905335", size = 217825, upload-time = "2026-01-12T17:03:07.291Z" },
+    { url = "https://files.pythonhosted.org/packages/42/23/6371a551800d3812d6019cd813acd985f9fac0fedc1290129211a73da4ae/azure_core-1.38.2-py3-none-any.whl", hash = "sha256:074806c75cf239ea284a33a66827695ef7aeddac0b4e19dda266a93e4665ead9", size = 217957, upload-time = "2026-02-18T19:33:07.696Z" },
 ]
 
 [[package]]
@@ -488,20 +488,20 @@ wheels = [
 
 [[package]]
 name = "azure-cosmos"
-version = "4.14.6"
+version = "4.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/62/7d/b503a14639caace96f6a5c801c817a4c9f7ac626d75d5bddb6757da0376b/azure_cosmos-4.14.6.tar.gz", hash = "sha256:5e7075d051c84de405a63de05752b78e3b31190e9ee04f8cf85b37a954cd7784", size = 2056812, upload-time = "2026-02-03T22:16:58.429Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c8/a3/0474e622bf9676e3206d61269461ed16a05958363c254ea3b15af16219b2/azure_cosmos-4.15.0.tar.gz", hash = "sha256:be1cf49837c197d9da880ec47fe020a24d679075b89e0e1e2aca8d376b3a5a24", size = 2100744, upload-time = "2026-02-23T16:01:52.293Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c2/7c/bd50e62ac330d1c194b3473947ffbe2f99bb0269dbe41824d2534cf3251c/azure_cosmos-4.14.6-py3-none-any.whl", hash = "sha256:ea314e85eff9d31db980b7f2e88291579dedc77734bca7e9011d55d371fd0d5f", size = 395078, upload-time = "2026-02-03T22:17:01.44Z" },
+    { url = "https://files.pythonhosted.org/packages/31/5f/b6e3d3ae16fa121fdc17e62447800d378b7e716cd6103c3650977a6c4618/azure_cosmos-4.15.0-py3-none-any.whl", hash = "sha256:83c1da7386bcd0df9a15c52116cc35012225d8a72d4f1379938b83ea5eb19fff", size = 424870, upload-time = "2026-02-23T16:01:54.514Z" },
 ]
 
 [[package]]
 name = "azure-identity"
-version = "1.25.1"
+version = "1.25.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -510,9 +510,9 @@ dependencies = [
     { name = "msal-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/06/8d/1a6c41c28a37eab26dc85ab6c86992c700cd3f4a597d9ed174b0e9c69489/azure_identity-1.25.1.tar.gz", hash = "sha256:87ca8328883de6036443e1c37b40e8dc8fb74898240f61071e09d2e369361456", size = 279826, upload-time = "2025-10-06T20:30:02.194Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c2/3a/439a32a5e23e45f6a91f0405949dc66cfe6834aba15a430aebfc063a81e7/azure_identity-1.25.2.tar.gz", hash = "sha256:030dbaa720266c796221c6cdbd1999b408c079032c919fef725fcc348a540fe9", size = 284709, upload-time = "2026-02-11T01:55:42.323Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/83/7b/5652771e24fff12da9dde4c20ecf4682e606b104f26419d139758cc935a6/azure_identity-1.25.1-py3-none-any.whl", hash = "sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651", size = 191317, upload-time = "2025-10-06T20:30:04.251Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/77/f658c76f9e9a52c784bd836aaca6fd5b9aae176f1f53273e758a2bcda695/azure_identity-1.25.2-py3-none-any.whl", hash = "sha256:1b40060553d01a72ba0d708b9a46d0f61f56312e215d8896d836653ffdc6753d", size = 191423, upload-time = "2026-02-11T01:55:44.245Z" },
 ]
 
 [[package]]
@@ -709,20 +709,20 @@ wheels = [
 
 [[package]]
 name = "cachetools"
-version = "7.0.0"
+version = "7.0.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/98/af/df70e9b65bc77a1cbe0768c0aa4617147f30f8306ded98c1744bcdc0ae1e/cachetools-7.0.0.tar.gz", hash = "sha256:a9abf18ff3b86c7d05b27ead412e235e16ae045925e531fae38d5fada5ed5b08", size = 35796, upload-time = "2026-02-01T18:59:47.411Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d4/07/56595285564e90777d758ebd383d6b0b971b87729bbe2184a849932a3736/cachetools-7.0.1.tar.gz", hash = "sha256:e31e579d2c5b6e2944177a0397150d312888ddf4e16e12f1016068f0c03b8341", size = 36126, upload-time = "2026-02-10T22:24:05.03Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/28/df/2dd32cce20cbcf6f2ec456b58d44368161ad28320729f64e5e1d5d7bd0ae/cachetools-7.0.0-py3-none-any.whl", hash = "sha256:d52fef60e6e964a1969cfb61ccf6242a801b432790fe520d78720d757c81cbd2", size = 13487, upload-time = "2026-02-01T18:59:45.981Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/9e/5faefbf9db1db466d633735faceda1f94aa99ce506ac450d232536266b32/cachetools-7.0.1-py3-none-any.whl", hash = "sha256:8f086515c254d5664ae2146d14fc7f65c9a4bce75152eb247e5a9c5e6d7b2ecf", size = 13484, upload-time = "2026-02-10T22:24:03.741Z" },
 ]
 
 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.2.25"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e0/2d/a891ca51311197f6ad14a7ef42e2399f36cf2f9bd44752b3dc4eab60fdc5/certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120", size = 154268, upload-time = "2026-01-04T02:42:41.825Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c", size = 152900, upload-time = "2026-01-04T02:42:40.15Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
 ]
 
 [[package]]
@@ -818,11 +818,11 @@ wheels = [
 
 [[package]]
 name = "chardet"
-version = "5.2.0"
+version = "6.0.0.post1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f3/0d/f7b6ab21ec75897ed80c17d79b15951a719226b9fababf1e40ea74d69079/chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7", size = 2069618, upload-time = "2023-08-01T19:23:02.662Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7f/42/fb9436c103a881a377e34b9f58d77b5f503461c702ff654ebe86151bcfe9/chardet-6.0.0.post1.tar.gz", hash = "sha256:6b78048c3c97c7b2ed1fbad7a18f76f5a6547f7d34dbab536cc13887c9a92fa4", size = 12521798, upload-time = "2026-02-22T15:09:17.925Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/6f/f5fbc992a329ee4e0f288c1fe0e2ad9485ed064cac731ed2fe47dcc38cbf/chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970", size = 199385, upload-time = "2023-08-01T19:23:00.661Z" },
+    { url = "https://files.pythonhosted.org/packages/66/42/5de54f632c2de53cd3415b3703383d5fff43a94cbc0567ef362515261a21/chardet-6.0.0.post1-py3-none-any.whl", hash = "sha256:c894a36800549adf7bb5f2af47033281b75fdfcd2aa0f0243be0ad22a52e2dcb", size = 627245, upload-time = "2026-02-22T15:09:15.876Z" },
 ]
 
 [[package]]
@@ -1139,62 +1139,62 @@ toml = [
 
 [[package]]
 name = "cryptography"
-version = "46.0.4"
+version = "46.0.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi", marker = "(platform_python_implementation != 'PyPy' and sys_platform == 'darwin') or (platform_python_implementation != 'PyPy' and sys_platform == 'linux') or (platform_python_implementation != 'PyPy' and sys_platform == 'win32')" },
     { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/78/19/f748958276519adf6a0c1e79e7b8860b4830dda55ccdf29f2719b5fc499c/cryptography-46.0.4.tar.gz", hash = "sha256:bfd019f60f8abc2ed1b9be4ddc21cfef059c841d86d710bb69909a688cbb8f59", size = 749301, upload-time = "2026-01-28T00:24:37.379Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/8d/99/157aae7949a5f30d51fcb1a9851e8ebd5c74bf99b5285d8bb4b8b9ee641e/cryptography-46.0.4-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:281526e865ed4166009e235afadf3a4c4cba6056f99336a99efba65336fd5485", size = 7173686, upload-time = "2026-01-28T00:23:07.515Z" },
-    { url = "https://files.pythonhosted.org/packages/87/91/874b8910903159043b5c6a123b7e79c4559ddd1896e38967567942635778/cryptography-46.0.4-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5f14fba5bf6f4390d7ff8f086c566454bff0411f6d8aa7af79c88b6f9267aecc", size = 4275871, upload-time = "2026-01-28T00:23:09.439Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/35/690e809be77896111f5b195ede56e4b4ed0435b428c2f2b6d35046fbb5e8/cryptography-46.0.4-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:47bcd19517e6389132f76e2d5303ded6cf3f78903da2158a671be8de024f4cd0", size = 4423124, upload-time = "2026-01-28T00:23:11.529Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/5b/a26407d4f79d61ca4bebaa9213feafdd8806dc69d3d290ce24996d3cfe43/cryptography-46.0.4-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:01df4f50f314fbe7009f54046e908d1754f19d0c6d3070df1e6268c5a4af09fa", size = 4277090, upload-time = "2026-01-28T00:23:13.123Z" },
-    { url = "https://files.pythonhosted.org/packages/0c/d8/4bb7aec442a9049827aa34cee1aa83803e528fa55da9a9d45d01d1bb933e/cryptography-46.0.4-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:5aa3e463596b0087b3da0dbe2b2487e9fc261d25da85754e30e3b40637d61f81", size = 4947652, upload-time = "2026-01-28T00:23:14.554Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/08/f83e2e0814248b844265802d081f2fac2f1cbe6cd258e72ba14ff006823a/cryptography-46.0.4-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:0a9ad24359fee86f131836a9ac3bffc9329e956624a2d379b613f8f8abaf5255", size = 4455157, upload-time = "2026-01-28T00:23:16.443Z" },
-    { url = "https://files.pythonhosted.org/packages/0a/05/19d849cf4096448779d2dcc9bb27d097457dac36f7273ffa875a93b5884c/cryptography-46.0.4-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:dc1272e25ef673efe72f2096e92ae39dea1a1a450dd44918b15351f72c5a168e", size = 3981078, upload-time = "2026-01-28T00:23:17.838Z" },
-    { url = "https://files.pythonhosted.org/packages/e6/89/f7bac81d66ba7cde867a743ea5b37537b32b5c633c473002b26a226f703f/cryptography-46.0.4-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:de0f5f4ec8711ebc555f54735d4c673fc34b65c44283895f1a08c2b49d2fd99c", size = 4276213, upload-time = "2026-01-28T00:23:19.257Z" },
-    { url = "https://files.pythonhosted.org/packages/da/9f/7133e41f24edd827020ad21b068736e792bc68eecf66d93c924ad4719fb3/cryptography-46.0.4-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:eeeb2e33d8dbcccc34d64651f00a98cb41b2dc69cef866771a5717e6734dfa32", size = 4912190, upload-time = "2026-01-28T00:23:21.244Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/f7/6d43cbaddf6f65b24816e4af187d211f0bc536a29961f69faedc48501d8e/cryptography-46.0.4-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:3d425eacbc9aceafd2cb429e42f4e5d5633c6f873f5e567077043ef1b9bbf616", size = 4454641, upload-time = "2026-01-28T00:23:22.866Z" },
-    { url = "https://files.pythonhosted.org/packages/9e/4f/ebd0473ad656a0ac912a16bd07db0f5d85184924e14fc88feecae2492834/cryptography-46.0.4-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:91627ebf691d1ea3976a031b61fb7bac1ccd745afa03602275dda443e11c8de0", size = 4405159, upload-time = "2026-01-28T00:23:25.278Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/f7/7923886f32dc47e27adeff8246e976d77258fd2aa3efdd1754e4e323bf49/cryptography-46.0.4-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:2d08bc22efd73e8854b0b7caff402d735b354862f1145d7be3b9c0f740fef6a0", size = 4666059, upload-time = "2026-01-28T00:23:26.766Z" },
-    { url = "https://files.pythonhosted.org/packages/eb/a7/0fca0fd3591dffc297278a61813d7f661a14243dd60f499a7a5b48acb52a/cryptography-46.0.4-cp311-abi3-win32.whl", hash = "sha256:82a62483daf20b8134f6e92898da70d04d0ef9a75829d732ea1018678185f4f5", size = 3026378, upload-time = "2026-01-28T00:23:28.317Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/12/652c84b6f9873f0909374864a57b003686c642ea48c84d6c7e2c515e6da5/cryptography-46.0.4-cp311-abi3-win_amd64.whl", hash = "sha256:6225d3ebe26a55dbc8ead5ad1265c0403552a63336499564675b29eb3184c09b", size = 3478614, upload-time = "2026-01-28T00:23:30.275Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/27/542b029f293a5cce59349d799d4d8484b3b1654a7b9a0585c266e974a488/cryptography-46.0.4-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:485e2b65d25ec0d901bca7bcae0f53b00133bf3173916d8e421f6fddde103908", size = 7116417, upload-time = "2026-01-28T00:23:31.958Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/f5/559c25b77f40b6bf828eabaf988efb8b0e17b573545edb503368ca0a2a03/cryptography-46.0.4-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:078e5f06bd2fa5aea5a324f2a09f914b1484f1d0c2a4d6a8a28c74e72f65f2da", size = 4264508, upload-time = "2026-01-28T00:23:34.264Z" },
-    { url = "https://files.pythonhosted.org/packages/49/a1/551fa162d33074b660dc35c9bc3616fefa21a0e8c1edd27b92559902e408/cryptography-46.0.4-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dce1e4f068f03008da7fa51cc7abc6ddc5e5de3e3d1550334eaf8393982a5829", size = 4409080, upload-time = "2026-01-28T00:23:35.793Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/6a/4d8d129a755f5d6df1bbee69ea2f35ebfa954fa1847690d1db2e8bca46a5/cryptography-46.0.4-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:2067461c80271f422ee7bdbe79b9b4be54a5162e90345f86a23445a0cf3fd8a2", size = 4270039, upload-time = "2026-01-28T00:23:37.263Z" },
-    { url = "https://files.pythonhosted.org/packages/4c/f5/ed3fcddd0a5e39321e595e144615399e47e7c153a1fb8c4862aec3151ff9/cryptography-46.0.4-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:c92010b58a51196a5f41c3795190203ac52edfd5dc3ff99149b4659eba9d2085", size = 4926748, upload-time = "2026-01-28T00:23:38.884Z" },
-    { url = "https://files.pythonhosted.org/packages/43/ae/9f03d5f0c0c00e85ecb34f06d3b79599f20630e4db91b8a6e56e8f83d410/cryptography-46.0.4-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:829c2b12bbc5428ab02d6b7f7e9bbfd53e33efd6672d21341f2177470171ad8b", size = 4442307, upload-time = "2026-01-28T00:23:40.56Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/22/e0f9f2dae8040695103369cf2283ef9ac8abe4d51f68710bec2afd232609/cryptography-46.0.4-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:62217ba44bf81b30abaeda1488686a04a702a261e26f87db51ff61d9d3510abd", size = 3959253, upload-time = "2026-01-28T00:23:42.827Z" },
-    { url = "https://files.pythonhosted.org/packages/01/5b/6a43fcccc51dae4d101ac7d378a8724d1ba3de628a24e11bf2f4f43cba4d/cryptography-46.0.4-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:9c2da296c8d3415b93e6053f5a728649a87a48ce084a9aaf51d6e46c87c7f2d2", size = 4269372, upload-time = "2026-01-28T00:23:44.655Z" },
-    { url = "https://files.pythonhosted.org/packages/17/b7/0f6b8c1dd0779df2b526e78978ff00462355e31c0a6f6cff8a3e99889c90/cryptography-46.0.4-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:9b34d8ba84454641a6bf4d6762d15847ecbd85c1316c0a7984e6e4e9f748ec2e", size = 4891908, upload-time = "2026-01-28T00:23:46.48Z" },
-    { url = "https://files.pythonhosted.org/packages/83/17/259409b8349aa10535358807a472c6a695cf84f106022268d31cea2b6c97/cryptography-46.0.4-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:df4a817fa7138dd0c96c8c8c20f04b8aaa1fac3bbf610913dcad8ea82e1bfd3f", size = 4441254, upload-time = "2026-01-28T00:23:48.403Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/fe/e4a1b0c989b00cee5ffa0764401767e2d1cf59f45530963b894129fd5dce/cryptography-46.0.4-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:b1de0ebf7587f28f9190b9cb526e901bf448c9e6a99655d2b07fff60e8212a82", size = 4396520, upload-time = "2026-01-28T00:23:50.26Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/81/ba8fd9657d27076eb40d6a2f941b23429a3c3d2f56f5a921d6b936a27bc9/cryptography-46.0.4-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9b4d17bc7bd7cdd98e3af40b441feaea4c68225e2eb2341026c84511ad246c0c", size = 4651479, upload-time = "2026-01-28T00:23:51.674Z" },
-    { url = "https://files.pythonhosted.org/packages/00/03/0de4ed43c71c31e4fe954edd50b9d28d658fef56555eba7641696370a8e2/cryptography-46.0.4-cp314-cp314t-win32.whl", hash = "sha256:c411f16275b0dea722d76544a61d6421e2cc829ad76eec79280dbdc9ddf50061", size = 3001986, upload-time = "2026-01-28T00:23:53.485Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/70/81830b59df7682917d7a10f833c4dab2a5574cd664e86d18139f2b421329/cryptography-46.0.4-cp314-cp314t-win_amd64.whl", hash = "sha256:728fedc529efc1439eb6107b677f7f7558adab4553ef8669f0d02d42d7b959a7", size = 3468288, upload-time = "2026-01-28T00:23:55.09Z" },
-    { url = "https://files.pythonhosted.org/packages/56/f7/f648fdbb61d0d45902d3f374217451385edc7e7768d1b03ff1d0e5ffc17b/cryptography-46.0.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:a9556ba711f7c23f77b151d5798f3ac44a13455cc68db7697a1096e6d0563cab", size = 7169583, upload-time = "2026-01-28T00:23:56.558Z" },
-    { url = "https://files.pythonhosted.org/packages/d8/cc/8f3224cbb2a928de7298d6ed4790f5ebc48114e02bdc9559196bfb12435d/cryptography-46.0.4-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8bf75b0259e87fa70bddc0b8b4078b76e7fd512fd9afae6c1193bcf440a4dbef", size = 4275419, upload-time = "2026-01-28T00:23:58.364Z" },
-    { url = "https://files.pythonhosted.org/packages/17/43/4a18faa7a872d00e4264855134ba82d23546c850a70ff209e04ee200e76f/cryptography-46.0.4-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3c268a3490df22270955966ba236d6bc4a8f9b6e4ffddb78aac535f1a5ea471d", size = 4419058, upload-time = "2026-01-28T00:23:59.867Z" },
-    { url = "https://files.pythonhosted.org/packages/ee/64/6651969409821d791ba12346a124f55e1b76f66a819254ae840a965d4b9c/cryptography-46.0.4-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:812815182f6a0c1d49a37893a303b44eaac827d7f0d582cecfc81b6427f22973", size = 4278151, upload-time = "2026-01-28T00:24:01.731Z" },
-    { url = "https://files.pythonhosted.org/packages/20/0b/a7fce65ee08c3c02f7a8310cc090a732344066b990ac63a9dfd0a655d321/cryptography-46.0.4-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:a90e43e3ef65e6dcf969dfe3bb40cbf5aef0d523dff95bfa24256be172a845f4", size = 4939441, upload-time = "2026-01-28T00:24:03.175Z" },
-    { url = "https://files.pythonhosted.org/packages/db/a7/20c5701e2cd3e1dfd7a19d2290c522a5f435dd30957d431dcb531d0f1413/cryptography-46.0.4-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:a05177ff6296644ef2876fce50518dffb5bcdf903c85250974fc8bc85d54c0af", size = 4451617, upload-time = "2026-01-28T00:24:05.403Z" },
-    { url = "https://files.pythonhosted.org/packages/00/dc/3e16030ea9aa47b63af6524c354933b4fb0e352257c792c4deeb0edae367/cryptography-46.0.4-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:daa392191f626d50f1b136c9b4cf08af69ca8279d110ea24f5c2700054d2e263", size = 3977774, upload-time = "2026-01-28T00:24:06.851Z" },
-    { url = "https://files.pythonhosted.org/packages/42/c8/ad93f14118252717b465880368721c963975ac4b941b7ef88f3c56bf2897/cryptography-46.0.4-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:e07ea39c5b048e085f15923511d8121e4a9dc45cee4e3b970ca4f0d338f23095", size = 4277008, upload-time = "2026-01-28T00:24:08.926Z" },
-    { url = "https://files.pythonhosted.org/packages/00/cf/89c99698151c00a4631fbfcfcf459d308213ac29e321b0ff44ceeeac82f1/cryptography-46.0.4-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:d5a45ddc256f492ce42a4e35879c5e5528c09cd9ad12420828c972951d8e016b", size = 4903339, upload-time = "2026-01-28T00:24:12.009Z" },
-    { url = "https://files.pythonhosted.org/packages/03/c3/c90a2cb358de4ac9309b26acf49b2a100957e1ff5cc1e98e6c4996576710/cryptography-46.0.4-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:6bb5157bf6a350e5b28aee23beb2d84ae6f5be390b2f8ee7ea179cda077e1019", size = 4451216, upload-time = "2026-01-28T00:24:13.975Z" },
-    { url = "https://files.pythonhosted.org/packages/96/2c/8d7f4171388a10208671e181ca43cdc0e596d8259ebacbbcfbd16de593da/cryptography-46.0.4-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:dd5aba870a2c40f87a3af043e0dee7d9eb02d4aff88a797b48f2b43eff8c3ab4", size = 4404299, upload-time = "2026-01-28T00:24:16.169Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/23/cbb2036e450980f65c6e0a173b73a56ff3bccd8998965dea5cc9ddd424a5/cryptography-46.0.4-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:93d8291da8d71024379ab2cb0b5c57915300155ad42e07f76bea6ad838d7e59b", size = 4664837, upload-time = "2026-01-28T00:24:17.629Z" },
-    { url = "https://files.pythonhosted.org/packages/0a/21/f7433d18fe6d5845329cbdc597e30caf983229c7a245bcf54afecc555938/cryptography-46.0.4-cp38-abi3-win32.whl", hash = "sha256:0563655cb3c6d05fb2afe693340bc050c30f9f34e15763361cf08e94749401fc", size = 3009779, upload-time = "2026-01-28T00:24:20.198Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/6a/bd2e7caa2facffedf172a45c1a02e551e6d7d4828658c9a245516a598d94/cryptography-46.0.4-cp38-abi3-win_amd64.whl", hash = "sha256:fa0900b9ef9c49728887d1576fd8d9e7e3ea872fa9b25ef9b64888adc434e976", size = 3466633, upload-time = "2026-01-28T00:24:21.851Z" },
-    { url = "https://files.pythonhosted.org/packages/59/e0/f9c6c53e1f2a1c2507f00f2faba00f01d2f334b35b0fbfe5286715da2184/cryptography-46.0.4-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:766330cce7416c92b5e90c3bb71b1b79521760cdcfc3a6a1a182d4c9fab23d2b", size = 3476316, upload-time = "2026-01-28T00:24:24.144Z" },
-    { url = "https://files.pythonhosted.org/packages/27/7a/f8d2d13227a9a1a9fe9c7442b057efecffa41f1e3c51d8622f26b9edbe8f/cryptography-46.0.4-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:c236a44acfb610e70f6b3e1c3ca20ff24459659231ef2f8c48e879e2d32b73da", size = 4216693, upload-time = "2026-01-28T00:24:25.758Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/de/3787054e8f7972658370198753835d9d680f6cd4a39df9f877b57f0dd69c/cryptography-46.0.4-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:8a15fb869670efa8f83cbffbc8753c1abf236883225aed74cd179b720ac9ec80", size = 4382765, upload-time = "2026-01-28T00:24:27.577Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/5f/60e0afb019973ba6a0b322e86b3d61edf487a4f5597618a430a2a15f2d22/cryptography-46.0.4-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:fdc3daab53b212472f1524d070735b2f0c214239df131903bae1d598016fa822", size = 4216066, upload-time = "2026-01-28T00:24:29.056Z" },
-    { url = "https://files.pythonhosted.org/packages/81/8e/bf4a0de294f147fee66f879d9bae6f8e8d61515558e3d12785dd90eca0be/cryptography-46.0.4-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:44cc0675b27cadb71bdbb96099cca1fa051cd11d2ade09e5cd3a2edb929ed947", size = 4382025, upload-time = "2026-01-28T00:24:30.681Z" },
-    { url = "https://files.pythonhosted.org/packages/79/f4/9ceb90cfd6a3847069b0b0b353fd3075dc69b49defc70182d8af0c4ca390/cryptography-46.0.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:be8c01a7d5a55f9a47d1888162b76c8f49d62b234d88f0ff91a9fbebe32ffbc3", size = 3406043, upload-time = "2026-01-28T00:24:32.236Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/60/04/ee2a9e8542e4fa2773b81771ff8349ff19cdd56b7258a0cc442639052edb/cryptography-46.0.5.tar.gz", hash = "sha256:abace499247268e3757271b2f1e244b36b06f8515cf27c4d49468fc9eb16e93d", size = 750064, upload-time = "2026-02-10T19:18:38.255Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:351695ada9ea9618b3500b490ad54c739860883df6c1f555e088eaf25b1bbaad", size = 7176289, upload-time = "2026-02-10T19:17:08.274Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/9e/6b4397a3e3d15123de3b1806ef342522393d50736c13b20ec4c9ea6693a6/cryptography-46.0.5-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c18ff11e86df2e28854939acde2d003f7984f721eba450b56a200ad90eeb0e6b", size = 4275637, upload-time = "2026-02-10T19:17:10.53Z" },
+    { url = "https://files.pythonhosted.org/packages/63/e7/471ab61099a3920b0c77852ea3f0ea611c9702f651600397ac567848b897/cryptography-46.0.5-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d7e3d356b8cd4ea5aff04f129d5f66ebdc7b6f8eae802b93739ed520c47c79b", size = 4424742, upload-time = "2026-02-10T19:17:12.388Z" },
+    { url = "https://files.pythonhosted.org/packages/37/53/a18500f270342d66bf7e4d9f091114e31e5ee9e7375a5aba2e85a91e0044/cryptography-46.0.5-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:50bfb6925eff619c9c023b967d5b77a54e04256c4281b0e21336a130cd7fc263", size = 4277528, upload-time = "2026-02-10T19:17:13.853Z" },
+    { url = "https://files.pythonhosted.org/packages/22/29/c2e812ebc38c57b40e7c583895e73c8c5adb4d1e4a0cc4c5a4fdab2b1acc/cryptography-46.0.5-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:803812e111e75d1aa73690d2facc295eaefd4439be1023fefc4995eaea2af90d", size = 4947993, upload-time = "2026-02-10T19:17:15.618Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/e7/237155ae19a9023de7e30ec64e5d99a9431a567407ac21170a046d22a5a3/cryptography-46.0.5-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3ee190460e2fbe447175cda91b88b84ae8322a104fc27766ad09428754a618ed", size = 4456855, upload-time = "2026-02-10T19:17:17.221Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/87/fc628a7ad85b81206738abbd213b07702bcbdada1dd43f72236ef3cffbb5/cryptography-46.0.5-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:f145bba11b878005c496e93e257c1e88f154d278d2638e6450d17e0f31e558d2", size = 3984635, upload-time = "2026-02-10T19:17:18.792Z" },
+    { url = "https://files.pythonhosted.org/packages/84/29/65b55622bde135aedf4565dc509d99b560ee4095e56989e815f8fd2aa910/cryptography-46.0.5-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:e9251e3be159d1020c4030bd2e5f84d6a43fe54b6c19c12f51cde9542a2817b2", size = 4277038, upload-time = "2026-02-10T19:17:20.256Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/36/45e76c68d7311432741faf1fbf7fac8a196a0a735ca21f504c75d37e2558/cryptography-46.0.5-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:47fb8a66058b80e509c47118ef8a75d14c455e81ac369050f20ba0d23e77fee0", size = 4912181, upload-time = "2026-02-10T19:17:21.825Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/1a/c1ba8fead184d6e3d5afcf03d569acac5ad063f3ac9fb7258af158f7e378/cryptography-46.0.5-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:4c3341037c136030cb46e4b1e17b7418ea4cbd9dd207e4a6f3b2b24e0d4ac731", size = 4456482, upload-time = "2026-02-10T19:17:25.133Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/e5/3fb22e37f66827ced3b902cf895e6a6bc1d095b5b26be26bd13c441fdf19/cryptography-46.0.5-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:890bcb4abd5a2d3f852196437129eb3667d62630333aacc13dfd470fad3aaa82", size = 4405497, upload-time = "2026-02-10T19:17:26.66Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/df/9d58bb32b1121a8a2f27383fabae4d63080c7ca60b9b5c88be742be04ee7/cryptography-46.0.5-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:80a8d7bfdf38f87ca30a5391c0c9ce4ed2926918e017c29ddf643d0ed2778ea1", size = 4667819, upload-time = "2026-02-10T19:17:28.569Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/ed/325d2a490c5e94038cdb0117da9397ece1f11201f425c4e9c57fe5b9f08b/cryptography-46.0.5-cp311-abi3-win32.whl", hash = "sha256:60ee7e19e95104d4c03871d7d7dfb3d22ef8a9b9c6778c94e1c8fcc8365afd48", size = 3028230, upload-time = "2026-02-10T19:17:30.518Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/5a/ac0f49e48063ab4255d9e3b79f5def51697fce1a95ea1370f03dc9db76f6/cryptography-46.0.5-cp311-abi3-win_amd64.whl", hash = "sha256:38946c54b16c885c72c4f59846be9743d699eee2b69b6988e0a00a01f46a61a4", size = 3480909, upload-time = "2026-02-10T19:17:32.083Z" },
+    { url = "https://files.pythonhosted.org/packages/00/13/3d278bfa7a15a96b9dc22db5a12ad1e48a9eb3d40e1827ef66a5df75d0d0/cryptography-46.0.5-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:94a76daa32eb78d61339aff7952ea819b1734b46f73646a07decb40e5b3448e2", size = 7119287, upload-time = "2026-02-10T19:17:33.801Z" },
+    { url = "https://files.pythonhosted.org/packages/67/c8/581a6702e14f0898a0848105cbefd20c058099e2c2d22ef4e476dfec75d7/cryptography-46.0.5-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5be7bf2fb40769e05739dd0046e7b26f9d4670badc7b032d6ce4db64dddc0678", size = 4265728, upload-time = "2026-02-10T19:17:35.569Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/4a/ba1a65ce8fc65435e5a849558379896c957870dd64fecea97b1ad5f46a37/cryptography-46.0.5-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fe346b143ff9685e40192a4960938545c699054ba11d4f9029f94751e3f71d87", size = 4408287, upload-time = "2026-02-10T19:17:36.938Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/67/8ffdbf7b65ed1ac224d1c2df3943553766914a8ca718747ee3871da6107e/cryptography-46.0.5-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:c69fd885df7d089548a42d5ec05be26050ebcd2283d89b3d30676eb32ff87dee", size = 4270291, upload-time = "2026-02-10T19:17:38.748Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/e5/f52377ee93bc2f2bba55a41a886fd208c15276ffbd2569f2ddc89d50e2c5/cryptography-46.0.5-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:8293f3dea7fc929ef7240796ba231413afa7b68ce38fd21da2995549f5961981", size = 4927539, upload-time = "2026-02-10T19:17:40.241Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/02/cfe39181b02419bbbbcf3abdd16c1c5c8541f03ca8bda240debc467d5a12/cryptography-46.0.5-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:1abfdb89b41c3be0365328a410baa9df3ff8a9110fb75e7b52e66803ddabc9a9", size = 4442199, upload-time = "2026-02-10T19:17:41.789Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/96/2fcaeb4873e536cf71421a388a6c11b5bc846e986b2b069c79363dc1648e/cryptography-46.0.5-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:d66e421495fdb797610a08f43b05269e0a5ea7f5e652a89bfd5a7d3c1dee3648", size = 3960131, upload-time = "2026-02-10T19:17:43.379Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/d2/b27631f401ddd644e94c5cf33c9a4069f72011821cf3dc7309546b0642a0/cryptography-46.0.5-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:4e817a8920bfbcff8940ecfd60f23d01836408242b30f1a708d93198393a80b4", size = 4270072, upload-time = "2026-02-10T19:17:45.481Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/a7/60d32b0370dae0b4ebe55ffa10e8599a2a59935b5ece1b9f06edb73abdeb/cryptography-46.0.5-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:68f68d13f2e1cb95163fa3b4db4bf9a159a418f5f6e7242564fc75fcae667fd0", size = 4892170, upload-time = "2026-02-10T19:17:46.997Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/b9/cf73ddf8ef1164330eb0b199a589103c363afa0cf794218c24d524a58eab/cryptography-46.0.5-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:a3d1fae9863299076f05cb8a778c467578262fae09f9dc0ee9b12eb4268ce663", size = 4441741, upload-time = "2026-02-10T19:17:48.661Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/eb/eee00b28c84c726fe8fa0158c65afe312d9c3b78d9d01daf700f1f6e37ff/cryptography-46.0.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c4143987a42a2397f2fc3b4d7e3a7d313fbe684f67ff443999e803dd75a76826", size = 4396728, upload-time = "2026-02-10T19:17:50.058Z" },
+    { url = "https://files.pythonhosted.org/packages/65/f4/6bc1a9ed5aef7145045114b75b77c2a8261b4d38717bd8dea111a63c3442/cryptography-46.0.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:7d731d4b107030987fd61a7f8ab512b25b53cef8f233a97379ede116f30eb67d", size = 4652001, upload-time = "2026-02-10T19:17:51.54Z" },
+    { url = "https://files.pythonhosted.org/packages/86/ef/5d00ef966ddd71ac2e6951d278884a84a40ffbd88948ef0e294b214ae9e4/cryptography-46.0.5-cp314-cp314t-win32.whl", hash = "sha256:c3bcce8521d785d510b2aad26ae2c966092b7daa8f45dd8f44734a104dc0bc1a", size = 3003637, upload-time = "2026-02-10T19:17:52.997Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/57/f3f4160123da6d098db78350fdfd9705057aad21de7388eacb2401dceab9/cryptography-46.0.5-cp314-cp314t-win_amd64.whl", hash = "sha256:4d8ae8659ab18c65ced284993c2265910f6c9e650189d4e3f68445ef82a810e4", size = 3469487, upload-time = "2026-02-10T19:17:54.549Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/fa/a66aa722105ad6a458bebd64086ca2b72cdd361fed31763d20390f6f1389/cryptography-46.0.5-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:4108d4c09fbbf2789d0c926eb4152ae1760d5a2d97612b92d508d96c861e4d31", size = 7170514, upload-time = "2026-02-10T19:17:56.267Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/04/c85bdeab78c8bc77b701bf0d9bdcf514c044e18a46dcff330df5448631b0/cryptography-46.0.5-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7d1f30a86d2757199cb2d56e48cce14deddf1f9c95f1ef1b64ee91ea43fe2e18", size = 4275349, upload-time = "2026-02-10T19:17:58.419Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/32/9b87132a2f91ee7f5223b091dc963055503e9b442c98fc0b8a5ca765fab0/cryptography-46.0.5-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:039917b0dc418bb9f6edce8a906572d69e74bd330b0b3fea4f79dab7f8ddd235", size = 4420667, upload-time = "2026-02-10T19:18:00.619Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/a6/a7cb7010bec4b7c5692ca6f024150371b295ee1c108bdc1c400e4c44562b/cryptography-46.0.5-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:ba2a27ff02f48193fc4daeadf8ad2590516fa3d0adeeb34336b96f7fa64c1e3a", size = 4276980, upload-time = "2026-02-10T19:18:02.379Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/7c/c4f45e0eeff9b91e3f12dbd0e165fcf2a38847288fcfd889deea99fb7b6d/cryptography-46.0.5-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:61aa400dce22cb001a98014f647dc21cda08f7915ceb95df0c9eaf84b4b6af76", size = 4939143, upload-time = "2026-02-10T19:18:03.964Z" },
+    { url = "https://files.pythonhosted.org/packages/37/19/e1b8f964a834eddb44fa1b9a9976f4e414cbb7aa62809b6760c8803d22d1/cryptography-46.0.5-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3ce58ba46e1bc2aac4f7d9290223cead56743fa6ab94a5d53292ffaac6a91614", size = 4453674, upload-time = "2026-02-10T19:18:05.588Z" },
+    { url = "https://files.pythonhosted.org/packages/db/ed/db15d3956f65264ca204625597c410d420e26530c4e2943e05a0d2f24d51/cryptography-46.0.5-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:420d0e909050490d04359e7fdb5ed7e667ca5c3c402b809ae2563d7e66a92229", size = 3978801, upload-time = "2026-02-10T19:18:07.167Z" },
+    { url = "https://files.pythonhosted.org/packages/41/e2/df40a31d82df0a70a0daf69791f91dbb70e47644c58581d654879b382d11/cryptography-46.0.5-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:582f5fcd2afa31622f317f80426a027f30dc792e9c80ffee87b993200ea115f1", size = 4276755, upload-time = "2026-02-10T19:18:09.813Z" },
+    { url = "https://files.pythonhosted.org/packages/33/45/726809d1176959f4a896b86907b98ff4391a8aa29c0aaaf9450a8a10630e/cryptography-46.0.5-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:bfd56bb4b37ed4f330b82402f6f435845a5f5648edf1ad497da51a8452d5d62d", size = 4901539, upload-time = "2026-02-10T19:18:11.263Z" },
+    { url = "https://files.pythonhosted.org/packages/99/0f/a3076874e9c88ecb2ecc31382f6e7c21b428ede6f55aafa1aa272613e3cd/cryptography-46.0.5-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:a3d507bb6a513ca96ba84443226af944b0f7f47dcc9a399d110cd6146481d24c", size = 4452794, upload-time = "2026-02-10T19:18:12.914Z" },
+    { url = "https://files.pythonhosted.org/packages/02/ef/ffeb542d3683d24194a38f66ca17c0a4b8bf10631feef44a7ef64e631b1a/cryptography-46.0.5-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:9f16fbdf4da055efb21c22d81b89f155f02ba420558db21288b3d0035bafd5f4", size = 4404160, upload-time = "2026-02-10T19:18:14.375Z" },
+    { url = "https://files.pythonhosted.org/packages/96/93/682d2b43c1d5f1406ed048f377c0fc9fc8f7b0447a478d5c65ab3d3a66eb/cryptography-46.0.5-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:ced80795227d70549a411a4ab66e8ce307899fad2220ce5ab2f296e687eacde9", size = 4667123, upload-time = "2026-02-10T19:18:15.886Z" },
+    { url = "https://files.pythonhosted.org/packages/45/2d/9c5f2926cb5300a8eefc3f4f0b3f3df39db7f7ce40c8365444c49363cbda/cryptography-46.0.5-cp38-abi3-win32.whl", hash = "sha256:02f547fce831f5096c9a567fd41bc12ca8f11df260959ecc7c3202555cc47a72", size = 3010220, upload-time = "2026-02-10T19:18:17.361Z" },
+    { url = "https://files.pythonhosted.org/packages/48/ef/0c2f4a8e31018a986949d34a01115dd057bf536905dca38897bacd21fac3/cryptography-46.0.5-cp38-abi3-win_amd64.whl", hash = "sha256:556e106ee01aa13484ce9b0239bca667be5004efb0aabbed28d353df86445595", size = 3467050, upload-time = "2026-02-10T19:18:18.899Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/dd/2d9fdb07cebdf3d51179730afb7d5e576153c6744c3ff8fded23030c204e/cryptography-46.0.5-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:3b4995dc971c9fb83c25aa44cf45f02ba86f71ee600d81091c2f0cbae116b06c", size = 3476964, upload-time = "2026-02-10T19:18:20.687Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/6f/6cc6cc9955caa6eaf83660b0da2b077c7fe8ff9950a3c5e45d605038d439/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:bc84e875994c3b445871ea7181d424588171efec3e185dced958dad9e001950a", size = 4218321, upload-time = "2026-02-10T19:18:22.349Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/5d/c4da701939eeee699566a6c1367427ab91a8b7088cc2328c09dbee940415/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:2ae6971afd6246710480e3f15824ed3029a60fc16991db250034efd0b9fb4356", size = 4381786, upload-time = "2026-02-10T19:18:24.529Z" },
+    { url = "https://files.pythonhosted.org/packages/ac/97/a538654732974a94ff96c1db621fa464f455c02d4bb7d2652f4edc21d600/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:d861ee9e76ace6cf36a6a89b959ec08e7bc2493ee39d07ffe5acb23ef46d27da", size = 4217990, upload-time = "2026-02-10T19:18:25.957Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/11/7e500d2dd3ba891197b9efd2da5454b74336d64a7cc419aa7327ab74e5f6/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:2b7a67c9cd56372f3249b39699f2ad479f6991e62ea15800973b956f4b73e257", size = 4381252, upload-time = "2026-02-10T19:18:27.496Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/58/6b3d24e6b9bc474a2dcdee65dfd1f008867015408a271562e4b690561a4d/cryptography-46.0.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8456928655f856c6e1533ff59d5be76578a7157224dbd9ce6872f25055ab9ab7", size = 3407605, upload-time = "2026-02-10T19:18:29.233Z" },
 ]
 
 [[package]]
@@ -1422,7 +1422,7 @@ wheels = [
 
 [[package]]
 name = "fastapi"
-version = "0.128.6"
+version = "0.133.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-doc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -1431,9 +1431,9 @@ dependencies = [
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-inspection", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/83/d1/195005b5e45b443e305136df47ee7df4493d782e0c039dd0d97065580324/fastapi-0.128.6.tar.gz", hash = "sha256:0cb3946557e792d731b26a42b04912f16367e3c3135ea8290f620e234f2b604f", size = 374757, upload-time = "2026-02-09T17:27:03.541Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/22/6f/0eafed8349eea1fa462238b54a624c8b408cd1ba2795c8e64aa6c34f8ab7/fastapi-0.133.1.tar.gz", hash = "sha256:ed152a45912f102592976fde6cbce7dae1a8a1053da94202e51dd35d184fadd6", size = 378741, upload-time = "2026-02-25T18:18:17.398Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/24/58/a2c4f6b240eeb148fb88cdac48f50a194aba760c1ca4988c6031c66a20ee/fastapi-0.128.6-py3-none-any.whl", hash = "sha256:bb1c1ef87d6086a7132d0ab60869d6f1ee67283b20fbf84ec0003bd335099509", size = 103674, upload-time = "2026-02-09T17:27:02.355Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/c9/a175a7779f3599dfa4adfc97a6ce0e157237b3d7941538604aadaf97bfb6/fastapi-0.133.1-py3-none-any.whl", hash = "sha256:658f34ba334605b1617a65adf2ea6461901bdb9af3a3080d63ff791ecf7dc2e2", size = 109029, upload-time = "2026-02-25T18:18:18.578Z" },
 ]
 
 [[package]]
@@ -1447,11 +1447,11 @@ wheels = [
 
 [[package]]
 name = "filelock"
-version = "3.20.3"
+version = "3.24.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1d/65/ce7f1b70157833bf3cb851b556a37d4547ceafc158aa9b34b36782f23696/filelock-3.20.3.tar.gz", hash = "sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1", size = 19485, upload-time = "2026-01-09T17:55:05.421Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/73/92/a8e2479937ff39185d20dd6a851c1a63e55849e447a55e798cc2e1f49c65/filelock-3.24.3.tar.gz", hash = "sha256:011a5644dc937c22699943ebbfc46e969cdde3e171470a6e40b9533e5a72affa", size = 37935, upload-time = "2026-02-19T00:48:20.543Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl", hash = "sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1", size = 16701, upload-time = "2026-01-09T17:55:04.334Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/0f/5d0c71a1aefeb08efff26272149e07ab922b64f46c63363756224bd6872e/filelock-3.24.3-py3-none-any.whl", hash = "sha256:426e9a4660391f7f8a810d71b0555bce9008b0a1cc342ab1f6947d37639e002d", size = 24331, upload-time = "2026-02-19T00:48:18.465Z" },
 ]
 
 [[package]]
@@ -1468,7 +1468,7 @@ wheels = [
 
 [[package]]
 name = "flask"
-version = "3.1.2"
+version = "3.1.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "blinker", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -1478,9 +1478,9 @@ dependencies = [
     { name = "markupsafe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "werkzeug", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/6d/cfe3c0fcc5e477df242b98bfe186a4c34357b4847e87ecaef04507332dab/flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87", size = 720160, upload-time = "2025-08-19T21:03:21.205Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/26/00/35d85dcce6c57fdc871f3867d465d780f302a175ea360f62533f12b27e2b/flask-3.1.3.tar.gz", hash = "sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb", size = 759004, upload-time = "2026-02-19T05:00:57.678Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ec/f9/7f9263c5695f4bd0023734af91bedb2ff8209e8de6ead162f35d8dc762fd/flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c", size = 103308, upload-time = "2025-08-19T21:03:19.499Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/9c/34f6962f9b9e9c71f6e5ed806e0d0ff03c9d1b0b2340088a0cf4bce09b18/flask-3.1.3-py3-none-any.whl", hash = "sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c", size = 103424, upload-time = "2026-02-19T05:00:56.027Z" },
 ]
 
 [[package]]
@@ -1696,7 +1696,7 @@ wheels = [
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.40.0"
+version = "3.40.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "google-api-core", extra = ["grpc"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -1707,9 +1707,9 @@ dependencies = [
     { name = "python-dateutil", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/94/0a/62438ca138a095945468968696d9cca75a4cfd059e810402e70b0236d8ba/google_cloud_bigquery-3.40.0.tar.gz", hash = "sha256:b3ccb11caf0029f15b29569518f667553fe08f6f1459b959020c83fbbd8f2e68", size = 509287, upload-time = "2026-01-08T01:07:26.065Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/11/0c/153ee546c288949fcc6794d58811ab5420f3ecad5fa7f9e73f78d9512a6e/google_cloud_bigquery-3.40.1.tar.gz", hash = "sha256:75afcfb6e007238fe1deefb2182105249321145ff921784fe7b1de2b4ba24506", size = 511761, upload-time = "2026-02-12T18:44:18.958Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/90/6a/90a04270dd60cc70259b73744f6e610ae9a158b21ab50fb695cca0056a3d/google_cloud_bigquery-3.40.0-py3-none-any.whl", hash = "sha256:0469bcf9e3dad3cab65b67cce98180c8c0aacf3253d47f0f8e976f299b49b5ab", size = 261335, upload-time = "2026-01-08T01:07:23.761Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/f5/081cf5b90adfe524ae0d671781b0d497a75a0f2601d075af518828e22d8f/google_cloud_bigquery-3.40.1-py3-none-any.whl", hash = "sha256:9082a6b8193aba87bed6a2c79cf1152b524c99bb7e7ac33a785e333c09eac868", size = 262018, upload-time = "2026-02-12T18:44:16.913Z" },
 ]
 
 [[package]]
@@ -2008,31 +2008,34 @@ wheels = [
 
 [[package]]
 name = "hf-xet"
-version = "1.2.0"
+version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/5e/6e/0f11bacf08a67f7fb5ee09740f2ca54163863b07b70d579356e9222ce5d8/hf_xet-1.2.0.tar.gz", hash = "sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f", size = 506020, upload-time = "2025-10-24T19:04:32.129Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/9e/a5/85ef910a0aa034a2abcfadc360ab5ac6f6bc4e9112349bd40ca97551cff0/hf_xet-1.2.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649", size = 2861870, upload-time = "2025-10-24T19:04:11.422Z" },
-    { url = "https://files.pythonhosted.org/packages/ea/40/e2e0a7eb9a51fe8828ba2d47fe22a7e74914ea8a0db68a18c3aa7449c767/hf_xet-1.2.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813", size = 2717584, upload-time = "2025-10-24T19:04:09.586Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/7d/daf7f8bc4594fdd59a8a596f9e3886133fdc68e675292218a5e4c1b7e834/hf_xet-1.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc", size = 3315004, upload-time = "2025-10-24T19:04:00.314Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/ba/45ea2f605fbf6d81c8b21e4d970b168b18a53515923010c312c06cd83164/hf_xet-1.2.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5", size = 3222636, upload-time = "2025-10-24T19:03:58.111Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/1d/04513e3cab8f29ab8c109d309ddd21a2705afab9d52f2ba1151e0c14f086/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f", size = 3408448, upload-time = "2025-10-24T19:04:20.951Z" },
-    { url = "https://files.pythonhosted.org/packages/f0/7c/60a2756d7feec7387db3a1176c632357632fbe7849fce576c5559d4520c7/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832", size = 3503401, upload-time = "2025-10-24T19:04:22.549Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/64/48fffbd67fb418ab07451e4ce641a70de1c40c10a13e25325e24858ebe5a/hf_xet-1.2.0-cp313-cp313t-win_amd64.whl", hash = "sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382", size = 2900866, upload-time = "2025-10-24T19:04:33.461Z" },
-    { url = "https://files.pythonhosted.org/packages/e2/51/f7e2caae42f80af886db414d4e9885fac959330509089f97cccb339c6b87/hf_xet-1.2.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:10bfab528b968c70e062607f663e21e34e2bba349e8038db546646875495179e", size = 2861861, upload-time = "2025-10-24T19:04:19.01Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/1d/a641a88b69994f9371bd347f1dd35e5d1e2e2460a2e350c8d5165fc62005/hf_xet-1.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a212e842647b02eb6a911187dc878e79c4aa0aa397e88dd3b26761676e8c1f8", size = 2717699, upload-time = "2025-10-24T19:04:17.306Z" },
-    { url = "https://files.pythonhosted.org/packages/df/e0/e5e9bba7d15f0318955f7ec3f4af13f92e773fbb368c0b8008a5acbcb12f/hf_xet-1.2.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:30e06daccb3a7d4c065f34fc26c14c74f4653069bb2b194e7f18f17cbe9939c0", size = 3314885, upload-time = "2025-10-24T19:04:07.642Z" },
-    { url = "https://files.pythonhosted.org/packages/21/90/b7fe5ff6f2b7b8cbdf1bd56145f863c90a5807d9758a549bf3d916aa4dec/hf_xet-1.2.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:29c8fc913a529ec0a91867ce3d119ac1aac966e098cf49501800c870328cc090", size = 3221550, upload-time = "2025-10-24T19:04:05.55Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/cb/73f276f0a7ce46cc6a6ec7d6c7d61cbfe5f2e107123d9bbd0193c355f106/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e159cbfcfbb29f920db2c09ed8b660eb894640d284f102ada929b6e3dc410a", size = 3408010, upload-time = "2025-10-24T19:04:28.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/1e/d642a12caa78171f4be64f7cd9c40e3ca5279d055d0873188a58c0f5fbb9/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9c91d5ae931510107f148874e9e2de8a16052b6f1b3ca3c1b12f15ccb491390f", size = 3503264, upload-time = "2025-10-24T19:04:30.397Z" },
-    { url = "https://files.pythonhosted.org/packages/17/b5/33764714923fa1ff922770f7ed18c2daae034d21ae6e10dbf4347c854154/hf_xet-1.2.0-cp314-cp314t-win_amd64.whl", hash = "sha256:210d577732b519ac6ede149d2f2f34049d44e8622bf14eb3d63bbcd2d4b332dc", size = 2901071, upload-time = "2025-10-24T19:04:37.463Z" },
-    { url = "https://files.pythonhosted.org/packages/96/2d/22338486473df5923a9ab7107d375dbef9173c338ebef5098ef593d2b560/hf_xet-1.2.0-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848", size = 2866099, upload-time = "2025-10-24T19:04:15.366Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/8c/c5becfa53234299bc2210ba314eaaae36c2875e0045809b82e40a9544f0c/hf_xet-1.2.0-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4", size = 2722178, upload-time = "2025-10-24T19:04:13.695Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/92/cf3ab0b652b082e66876d08da57fcc6fa2f0e6c70dfbbafbd470bb73eb47/hf_xet-1.2.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd", size = 3320214, upload-time = "2025-10-24T19:04:03.596Z" },
-    { url = "https://files.pythonhosted.org/packages/46/92/3f7ec4a1b6a65bf45b059b6d4a5d38988f63e193056de2f420137e3c3244/hf_xet-1.2.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c", size = 3229054, upload-time = "2025-10-24T19:04:01.949Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/dd/7ac658d54b9fb7999a0ccb07ad863b413cbaf5cf172f48ebcd9497ec7263/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737", size = 3413812, upload-time = "2025-10-24T19:04:24.585Z" },
-    { url = "https://files.pythonhosted.org/packages/92/68/89ac4e5b12a9ff6286a12174c8538a5930e2ed662091dd2572bbe0a18c8a/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865", size = 3508920, upload-time = "2025-10-24T19:04:26.927Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/44/870d44b30e1dcfb6a65932e3e1506c103a8a5aea9103c337e7a53180322c/hf_xet-1.2.0-cp37-abi3-win_amd64.whl", hash = "sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69", size = 2905735, upload-time = "2025-10-24T19:04:35.928Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/a6/d0/73454ef7ca885598a3194d07d5c517d91a840753c5b35d272600d7907f64/hf_xet-1.3.1.tar.gz", hash = "sha256:513aa75f8dc39a63cc44dbc8d635ccf6b449e07cdbd8b2e2d006320d2e4be9bb", size = 641393, upload-time = "2026-02-25T00:57:56.701Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/56/79/9b6a5614230d7a871442d8d8e1c270496821638ba3a9baac16a5b9166200/hf_xet-1.3.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:08b231260c68172c866f7aa7257c165d0c87887491aafc5efeee782731725366", size = 3759716, upload-time = "2026-02-25T00:57:41.052Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/de/72acb8d7702b3cf9b36a68e8380f3114bf04f9f21cf9e25317457fe31f00/hf_xet-1.3.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0810b69c64e96dee849036193848007f665dca2311879c9ea8693f4fc37f1795", size = 3518075, upload-time = "2026-02-25T00:57:39.605Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/5c/ed728d8530fec28da88ee882b522fccf00dc98e9d7bae4cdb0493070cb17/hf_xet-1.3.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ecd38f98e7f0f41108e30fd4a9a5553ec30cf726df7473dd3e75a1b6d56728c2", size = 4174369, upload-time = "2026-02-25T00:57:32.697Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/db/785a0e20aa3086948a26573f1d4ff5c090e63564bf0a52d32eb5b4d82e8d/hf_xet-1.3.1-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:65411867d46700765018b1990eb1604c3bf0bf576d9e65fc57fdcc10797a2eb9", size = 3953249, upload-time = "2026-02-25T00:57:30.096Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/6a/51b669c1e3dbd9374b61356f554e8726b9e1c1d6a7bee5d727d3913b10ad/hf_xet-1.3.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:1684c840c60da12d76c2a031ba40e4b154fdbf9593836fcf5ff090d95a033c61", size = 4152989, upload-time = "2026-02-25T00:57:48.308Z" },
+    { url = "https://files.pythonhosted.org/packages/df/31/de07e26e396f46d13a09251df69df9444190e93e06a9d30d639e96c8a0ed/hf_xet-1.3.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:b3012c0f2ce1f0863338491a2bc0fd3f84aded0e147ab25f230da1f5249547fd", size = 4390709, upload-time = "2026-02-25T00:57:49.845Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/c1/fcb010b54488c2c112224f55b71f80e44d1706d9b764a0966310b283f86e/hf_xet-1.3.1-cp313-cp313t-win_amd64.whl", hash = "sha256:4eb432e1aa707a65a7e1f8455e40c5b47431d44fe0fb1b0c5d53848c27469398", size = 3634142, upload-time = "2026-02-25T00:57:59.063Z" },
+    { url = "https://files.pythonhosted.org/packages/da/a6/9ef49cc601c68209979661b3e0b6659fc5a47bfb40f3ebf29eae9ee09e5c/hf_xet-1.3.1-cp313-cp313t-win_arm64.whl", hash = "sha256:e56104c84b2a88b9c7b23ba11a2d7ed0ccbe96886b3f985a50cedd2f0e99853f", size = 3494918, upload-time = "2026-02-25T00:57:57.654Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/f5/66adbb1f54a1b3c6da002fa36d4405901ddbcb7d927d780db17ce18ab99d/hf_xet-1.3.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:6517a245e41df3eae5adc5f9e8c86fa52abd548de798cbcd989f0082152860aa", size = 3759781, upload-time = "2026-02-25T00:57:47.017Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/75/189d91a90480c142cc710c1baa35ece20e8652d5fe5c9b2364a13573d827/hf_xet-1.3.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:4a322d506c513f98fdc1aa2aaa825daefd535b686e80ca789e6d33fcb146f524", size = 3517533, upload-time = "2026-02-25T00:57:45.812Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/52/52dd1ab6c29661e29585f3c10d14572e2535a3a472f27a0a46215b0f4659/hf_xet-1.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8f16ec9d26badec46334a798e01b5d86af536924789c95b1a1ec6a05f26523e0", size = 4174082, upload-time = "2026-02-25T00:57:38.171Z" },
+    { url = "https://files.pythonhosted.org/packages/14/03/460add181c79e2ea1527d2ad27788ecccaee1d5a82563f9402e25ee627e4/hf_xet-1.3.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:e1f5d72bd5b73e61530fff573bcff34bdb64af2bf4862cdd516e6c1dab4dc75b", size = 3952874, upload-time = "2026-02-25T00:57:36.942Z" },
+    { url = "https://files.pythonhosted.org/packages/01/56/bf78f18890dfc8caa907830e95424dce0887d5c45efde13f23c9ebbaa8ef/hf_xet-1.3.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:4bc71afd853508b2ddf123b8fc9de71b0afa4c956ec730b69fb76103781e94cd", size = 4152325, upload-time = "2026-02-25T00:57:54.081Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/94/91685c6a4a7f513097a6a73b1e879024304cd0eae78080e3d737622f2fd9/hf_xet-1.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:541b4b00ed294ae6cfd9416de9506e58971013714d7316189c9638ed54e362d4", size = 4390499, upload-time = "2026-02-25T00:57:55.258Z" },
+    { url = "https://files.pythonhosted.org/packages/79/1b/1e72c8ea1f31ef94640d1f265630d35b97b2ef31fe12696bbcc32dbcdc95/hf_xet-1.3.1-cp314-cp314t-win_amd64.whl", hash = "sha256:f85480b4fe3e8e4cdbc59ef1d235152b732fd57ca439cc983c291892945ae818", size = 3634352, upload-time = "2026-02-25T00:58:04.749Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/61/b59e87a7a10b95c4578a6ce555339b2f002035569dfd366662b9f59975a8/hf_xet-1.3.1-cp314-cp314t-win_arm64.whl", hash = "sha256:83a8830160392ef4bea78d443ea2cf1febe65783b3843a8f12c64b368981e7e2", size = 3494371, upload-time = "2026-02-25T00:58:03.422Z" },
+    { url = "https://files.pythonhosted.org/packages/75/f8/c2da4352c0335df6ae41750cf5bab09fdbfc30d3b4deeed9d621811aa835/hf_xet-1.3.1-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:581d1809a016f7881069d86a072168a8199a46c839cf394ff53970a47e4f1ca1", size = 3761755, upload-time = "2026-02-25T00:57:43.621Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/e5/a2f3eaae09da57deceb16a96ebe9ae1f6f7b9b94145a9cd3c3f994e7782a/hf_xet-1.3.1-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:329c80c86f2dda776bafd2e4813a46a3ee648dce3ac0c84625902c70d7a6ddba", size = 3523677, upload-time = "2026-02-25T00:57:42.3Z" },
+    { url = "https://files.pythonhosted.org/packages/61/cd/acbbf9e51f17d8cef2630e61741228e12d4050716619353efc1ac119f902/hf_xet-1.3.1-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2973c3ff594c3a8da890836308cae1444c8af113c6f10fe6824575ddbc37eca7", size = 4178557, upload-time = "2026-02-25T00:57:35.399Z" },
+    { url = "https://files.pythonhosted.org/packages/df/4f/014c14c4ae3461d9919008d0bed2f6f35ba1741e28b31e095746e8dac66f/hf_xet-1.3.1-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:ed4bfd2e6d10cb86c9b0f3483df1d7dd2d0220f75f27166925253bacbc1c2dbe", size = 3958975, upload-time = "2026-02-25T00:57:34.004Z" },
+    { url = "https://files.pythonhosted.org/packages/86/50/043f5c5a26f3831c3fa2509c17fcd468fd02f1f24d363adc7745fbe661cb/hf_xet-1.3.1-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:713913387cc76e300116030705d843a9f15aee86158337eeffb9eb8d26f47fcd", size = 4158298, upload-time = "2026-02-25T00:57:51.14Z" },
+    { url = "https://files.pythonhosted.org/packages/08/9c/b667098a636a88358dbeb2caf90e3cb9e4b961f61f6c55bb312793424def/hf_xet-1.3.1-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:e5063789c9d21f51e9ed4edbee8539655d3486e9cad37e96b7af967da20e8b16", size = 4395743, upload-time = "2026-02-25T00:57:52.783Z" },
+    { url = "https://files.pythonhosted.org/packages/70/37/4db0e4e1534270800cfffd5a7e0b338f2137f8ceb5768000147650d34ea9/hf_xet-1.3.1-cp37-abi3-win_amd64.whl", hash = "sha256:607d5bbc2730274516714e2e442a26e40e3330673ac0d0173004461409147dee", size = 3638145, upload-time = "2026-02-25T00:58:02.167Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/46/1ba8d36f8290a4b98f78898bdce2b0e8fe6d9a59df34a1399eb61a8d877f/hf_xet-1.3.1-cp37-abi3-win_arm64.whl", hash = "sha256:851b1be6597a87036fe7258ce7578d5df3c08176283b989c3b165f94125c5097", size = 3500490, upload-time = "2026-02-25T00:58:00.667Z" },
 ]
 
 [[package]]
@@ -2583,15 +2586,9 @@ wheels = [
 
 [[package]]
 name = "jsonpath-ng"
-version = "1.7.0"
+version = "1.8.0"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "ply", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/6d/86/08646239a313f895186ff0a4573452038eed8c86f54380b3ebac34d32fb2/jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c", size = 37838, upload-time = "2024-10-11T15:41:42.404Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/35/5a/73ecb3d82f8615f32ccdadeb9356726d6cae3a4bbc840b437ceb95708063/jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6", size = 30105, upload-time = "2024-11-20T17:58:30.418Z" },
-]
+sdist = { url = "https://files.pythonhosted.org/packages/32/58/250751940d75c8019659e15482d548a4aa3b6ce122c515102a4bfdac50e3/jsonpath_ng-1.8.0.tar.gz", hash = "sha256:54252968134b5e549ea5b872f1df1168bd7defe1a52fed5a358c194e1943ddc3", size = 74513, upload-time = "2026-02-24T14:42:06.182Z" }
 
 [[package]]
 name = "jsonschema"
@@ -2740,75 +2737,87 @@ wheels = [
 
 [[package]]
 name = "librt"
-version = "0.7.8"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e7/24/5f3646ff414285e0f7708fa4e946b9bf538345a41d1c375c439467721a5e/librt-0.7.8.tar.gz", hash = "sha256:1a4ede613941d9c3470b0368be851df6bb78ab218635512d0370b27a277a0862", size = 148323, upload-time = "2026-01-14T12:56:16.876Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/44/13/57b06758a13550c5f09563893b004f98e9537ee6ec67b7df85c3571c8832/librt-0.7.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b45306a1fc5f53c9330fbee134d8b3227fe5da2ab09813b892790400aa49352d", size = 56521, upload-time = "2026-01-14T12:54:40.066Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/24/bbea34d1452a10612fb45ac8356f95351ba40c2517e429602160a49d1fd0/librt-0.7.8-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:864c4b7083eeee250ed55135d2127b260d7eb4b5e953a9e5df09c852e327961b", size = 58456, upload-time = "2026-01-14T12:54:41.471Z" },
-    { url = "https://files.pythonhosted.org/packages/04/72/a168808f92253ec3a810beb1eceebc465701197dbc7e865a1c9ceb3c22c7/librt-0.7.8-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:6938cc2de153bc927ed8d71c7d2f2ae01b4e96359126c602721340eb7ce1a92d", size = 164392, upload-time = "2026-01-14T12:54:42.843Z" },
-    { url = "https://files.pythonhosted.org/packages/14/5c/4c0d406f1b02735c2e7af8ff1ff03a6577b1369b91aa934a9fa2cc42c7ce/librt-0.7.8-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:66daa6ac5de4288a5bbfbe55b4caa7bf0cd26b3269c7a476ffe8ce45f837f87d", size = 172959, upload-time = "2026-01-14T12:54:44.602Z" },
-    { url = "https://files.pythonhosted.org/packages/82/5f/3e85351c523f73ad8d938989e9a58c7f59fb9c17f761b9981b43f0025ce7/librt-0.7.8-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4864045f49dc9c974dadb942ac56a74cd0479a2aafa51ce272c490a82322ea3c", size = 186717, upload-time = "2026-01-14T12:54:45.986Z" },
-    { url = "https://files.pythonhosted.org/packages/08/f8/18bfe092e402d00fe00d33aa1e01dda1bd583ca100b393b4373847eade6d/librt-0.7.8-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a36515b1328dc5b3ffce79fe204985ca8572525452eacabee2166f44bb387b2c", size = 184585, upload-time = "2026-01-14T12:54:47.139Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/fc/f43972ff56fd790a9fa55028a52ccea1875100edbb856b705bd393b601e3/librt-0.7.8-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:b7e7f140c5169798f90b80d6e607ed2ba5059784968a004107c88ad61fb3641d", size = 180497, upload-time = "2026-01-14T12:54:48.946Z" },
-    { url = "https://files.pythonhosted.org/packages/e1/3a/25e36030315a410d3ad0b7d0f19f5f188e88d1613d7d3fd8150523ea1093/librt-0.7.8-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ff71447cb778a4f772ddc4ce360e6ba9c95527ed84a52096bd1bbf9fee2ec7c0", size = 200052, upload-time = "2026-01-14T12:54:50.382Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/b8/f3a5a1931ae2a6ad92bf6893b9ef44325b88641d58723529e2c2935e8abe/librt-0.7.8-cp310-cp310-win32.whl", hash = "sha256:047164e5f68b7a8ebdf9fae91a3c2161d3192418aadd61ddd3a86a56cbe3dc85", size = 43477, upload-time = "2026-01-14T12:54:51.815Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/91/c4202779366bc19f871b4ad25db10fcfa1e313c7893feb942f32668e8597/librt-0.7.8-cp310-cp310-win_amd64.whl", hash = "sha256:d6f254d096d84156a46a84861183c183d30734e52383602443292644d895047c", size = 49806, upload-time = "2026-01-14T12:54:53.149Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/a3/87ea9c1049f2c781177496ebee29430e4631f439b8553a4969c88747d5d8/librt-0.7.8-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ff3e9c11aa260c31493d4b3197d1e28dd07768594a4f92bec4506849d736248f", size = 56507, upload-time = "2026-01-14T12:54:54.156Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/4a/23bcef149f37f771ad30203d561fcfd45b02bc54947b91f7a9ac34815747/librt-0.7.8-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ddb52499d0b3ed4aa88746aaf6f36a08314677d5c346234c3987ddc506404eac", size = 58455, upload-time = "2026-01-14T12:54:55.978Z" },
-    { url = "https://files.pythonhosted.org/packages/22/6e/46eb9b85c1b9761e0f42b6e6311e1cc544843ac897457062b9d5d0b21df4/librt-0.7.8-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:e9c0afebbe6ce177ae8edba0c7c4d626f2a0fc12c33bb993d163817c41a7a05c", size = 164956, upload-time = "2026-01-14T12:54:57.311Z" },
-    { url = "https://files.pythonhosted.org/packages/7a/3f/aa7c7f6829fb83989feb7ba9aa11c662b34b4bd4bd5b262f2876ba3db58d/librt-0.7.8-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:631599598e2c76ded400c0a8722dec09217c89ff64dc54b060f598ed68e7d2a8", size = 174364, upload-time = "2026-01-14T12:54:59.089Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/2d/d57d154b40b11f2cb851c4df0d4c4456bacd9b1ccc4ecb593ddec56c1a8b/librt-0.7.8-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c1ba843ae20db09b9d5c80475376168feb2640ce91cd9906414f23cc267a1ff", size = 188034, upload-time = "2026-01-14T12:55:00.141Z" },
-    { url = "https://files.pythonhosted.org/packages/59/f9/36c4dad00925c16cd69d744b87f7001792691857d3b79187e7a673e812fb/librt-0.7.8-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b5b007bb22ea4b255d3ee39dfd06d12534de2fcc3438567d9f48cdaf67ae1ae3", size = 186295, upload-time = "2026-01-14T12:55:01.303Z" },
-    { url = "https://files.pythonhosted.org/packages/23/9b/8a9889d3df5efb67695a67785028ccd58e661c3018237b73ad081691d0cb/librt-0.7.8-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:dbd79caaf77a3f590cbe32dc2447f718772d6eea59656a7dcb9311161b10fa75", size = 181470, upload-time = "2026-01-14T12:55:02.492Z" },
-    { url = "https://files.pythonhosted.org/packages/43/64/54d6ef11afca01fef8af78c230726a9394759f2addfbf7afc5e3cc032a45/librt-0.7.8-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:87808a8d1e0bd62a01cafc41f0fd6818b5a5d0ca0d8a55326a81643cdda8f873", size = 201713, upload-time = "2026-01-14T12:55:03.919Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/29/73e7ed2991330b28919387656f54109139b49e19cd72902f466bd44415fd/librt-0.7.8-cp311-cp311-win32.whl", hash = "sha256:31724b93baa91512bd0a376e7cf0b59d8b631ee17923b1218a65456fa9bda2e7", size = 43803, upload-time = "2026-01-14T12:55:04.996Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/de/66766ff48ed02b4d78deea30392ae200bcbd99ae61ba2418b49fd50a4831/librt-0.7.8-cp311-cp311-win_amd64.whl", hash = "sha256:978e8b5f13e52cf23a9e80f3286d7546baa70bc4ef35b51d97a709d0b28e537c", size = 50080, upload-time = "2026-01-14T12:55:06.489Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/e3/33450438ff3a8c581d4ed7f798a70b07c3206d298cf0b87d3806e72e3ed8/librt-0.7.8-cp311-cp311-win_arm64.whl", hash = "sha256:20e3946863d872f7cabf7f77c6c9d370b8b3d74333d3a32471c50d3a86c0a232", size = 43383, upload-time = "2026-01-14T12:55:07.49Z" },
-    { url = "https://files.pythonhosted.org/packages/56/04/79d8fcb43cae376c7adbab7b2b9f65e48432c9eced62ac96703bcc16e09b/librt-0.7.8-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9b6943885b2d49c48d0cff23b16be830ba46b0152d98f62de49e735c6e655a63", size = 57472, upload-time = "2026-01-14T12:55:08.528Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/ba/60b96e93043d3d659da91752689023a73981336446ae82078cddf706249e/librt-0.7.8-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:46ef1f4b9b6cc364b11eea0ecc0897314447a66029ee1e55859acb3dd8757c93", size = 58986, upload-time = "2026-01-14T12:55:09.466Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/26/5215e4cdcc26e7be7eee21955a7e13cbf1f6d7d7311461a6014544596fac/librt-0.7.8-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:907ad09cfab21e3c86e8f1f87858f7049d1097f77196959c033612f532b4e592", size = 168422, upload-time = "2026-01-14T12:55:10.499Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/84/e8d1bc86fa0159bfc24f3d798d92cafd3897e84c7fea7fe61b3220915d76/librt-0.7.8-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2991b6c3775383752b3ca0204842743256f3ad3deeb1d0adc227d56b78a9a850", size = 177478, upload-time = "2026-01-14T12:55:11.577Z" },
-    { url = "https://files.pythonhosted.org/packages/57/11/d0268c4b94717a18aa91df1100e767b010f87b7ae444dafaa5a2d80f33a6/librt-0.7.8-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:03679b9856932b8c8f674e87aa3c55ea11c9274301f76ae8dc4d281bda55cf62", size = 192439, upload-time = "2026-01-14T12:55:12.7Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/56/1e8e833b95fe684f80f8894ae4d8b7d36acc9203e60478fcae599120a975/librt-0.7.8-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3968762fec1b2ad34ce57458b6de25dbb4142713e9ca6279a0d352fa4e9f452b", size = 191483, upload-time = "2026-01-14T12:55:13.838Z" },
-    { url = "https://files.pythonhosted.org/packages/17/48/f11cf28a2cb6c31f282009e2208312aa84a5ee2732859f7856ee306176d5/librt-0.7.8-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:bb7a7807523a31f03061288cc4ffc065d684c39db7644c676b47d89553c0d714", size = 185376, upload-time = "2026-01-14T12:55:15.017Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/6a/d7c116c6da561b9155b184354a60a3d5cdbf08fc7f3678d09c95679d13d9/librt-0.7.8-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ad64a14b1e56e702e19b24aae108f18ad1bf7777f3af5fcd39f87d0c5a814449", size = 206234, upload-time = "2026-01-14T12:55:16.571Z" },
-    { url = "https://files.pythonhosted.org/packages/61/de/1975200bb0285fc921c5981d9978ce6ce11ae6d797df815add94a5a848a3/librt-0.7.8-cp312-cp312-win32.whl", hash = "sha256:0241a6ed65e6666236ea78203a73d800dbed896cf12ae25d026d75dc1fcd1dac", size = 44057, upload-time = "2026-01-14T12:55:18.077Z" },
-    { url = "https://files.pythonhosted.org/packages/8e/cd/724f2d0b3461426730d4877754b65d39f06a41ac9d0a92d5c6840f72b9ae/librt-0.7.8-cp312-cp312-win_amd64.whl", hash = "sha256:6db5faf064b5bab9675c32a873436b31e01d66ca6984c6f7f92621656033a708", size = 50293, upload-time = "2026-01-14T12:55:19.179Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/cf/7e899acd9ee5727ad8160fdcc9994954e79fab371c66535c60e13b968ffc/librt-0.7.8-cp312-cp312-win_arm64.whl", hash = "sha256:57175aa93f804d2c08d2edb7213e09276bd49097611aefc37e3fa38d1fb99ad0", size = 43574, upload-time = "2026-01-14T12:55:20.185Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/fe/b1f9de2829cf7fc7649c1dcd202cfd873837c5cc2fc9e526b0e7f716c3d2/librt-0.7.8-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4c3995abbbb60b3c129490fa985dfe6cac11d88fc3c36eeb4fb1449efbbb04fc", size = 57500, upload-time = "2026-01-14T12:55:21.219Z" },
-    { url = "https://files.pythonhosted.org/packages/eb/d4/4a60fbe2e53b825f5d9a77325071d61cd8af8506255067bf0c8527530745/librt-0.7.8-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:44e0c2cbc9bebd074cf2cdbe472ca185e824be4e74b1c63a8e934cea674bebf2", size = 59019, upload-time = "2026-01-14T12:55:22.256Z" },
-    { url = "https://files.pythonhosted.org/packages/6a/37/61ff80341ba5159afa524445f2d984c30e2821f31f7c73cf166dcafa5564/librt-0.7.8-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:4d2f1e492cae964b3463a03dc77a7fe8742f7855d7258c7643f0ee32b6651dd3", size = 169015, upload-time = "2026-01-14T12:55:23.24Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/86/13d4f2d6a93f181ebf2fc953868826653ede494559da8268023fe567fca3/librt-0.7.8-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:451e7ffcef8f785831fdb791bd69211f47e95dc4c6ddff68e589058806f044c6", size = 178161, upload-time = "2026-01-14T12:55:24.826Z" },
-    { url = "https://files.pythonhosted.org/packages/88/26/e24ef01305954fc4d771f1f09f3dd682f9eb610e1bec188ffb719374d26e/librt-0.7.8-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3469e1af9f1380e093ae06bedcbdd11e407ac0b303a56bbe9afb1d6824d4982d", size = 193015, upload-time = "2026-01-14T12:55:26.04Z" },
-    { url = "https://files.pythonhosted.org/packages/88/a0/92b6bd060e720d7a31ed474d046a69bd55334ec05e9c446d228c4b806ae3/librt-0.7.8-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f11b300027ce19a34f6d24ebb0a25fd0e24a9d53353225a5c1e6cadbf2916b2e", size = 192038, upload-time = "2026-01-14T12:55:27.208Z" },
-    { url = "https://files.pythonhosted.org/packages/06/bb/6f4c650253704279c3a214dad188101d1b5ea23be0606628bc6739456624/librt-0.7.8-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:4adc73614f0d3c97874f02f2c7fd2a27854e7e24ad532ea6b965459c5b757eca", size = 186006, upload-time = "2026-01-14T12:55:28.594Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/00/1c409618248d43240cadf45f3efb866837fa77e9a12a71481912135eb481/librt-0.7.8-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:60c299e555f87e4c01b2eca085dfccda1dde87f5a604bb45c2906b8305819a93", size = 206888, upload-time = "2026-01-14T12:55:30.214Z" },
-    { url = "https://files.pythonhosted.org/packages/d9/83/b2cfe8e76ff5c1c77f8a53da3d5de62d04b5ebf7cf913e37f8bca43b5d07/librt-0.7.8-cp313-cp313-win32.whl", hash = "sha256:b09c52ed43a461994716082ee7d87618096851319bf695d57ec123f2ab708951", size = 44126, upload-time = "2026-01-14T12:55:31.44Z" },
-    { url = "https://files.pythonhosted.org/packages/a9/0b/c59d45de56a51bd2d3a401fc63449c0ac163e4ef7f523ea8b0c0dee86ec5/librt-0.7.8-cp313-cp313-win_amd64.whl", hash = "sha256:f8f4a901a3fa28969d6e4519deceab56c55a09d691ea7b12ca830e2fa3461e34", size = 50262, upload-time = "2026-01-14T12:55:33.01Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/b9/973455cec0a1ec592395250c474164c4a58ebf3e0651ee920fef1a2623f1/librt-0.7.8-cp313-cp313-win_arm64.whl", hash = "sha256:43d4e71b50763fcdcf64725ac680d8cfa1706c928b844794a7aa0fa9ac8e5f09", size = 43600, upload-time = "2026-01-14T12:55:34.054Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/73/fa8814c6ce2d49c3827829cadaa1589b0bf4391660bd4510899393a23ebc/librt-0.7.8-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:be927c3c94c74b05128089a955fba86501c3b544d1d300282cc1b4bd370cb418", size = 57049, upload-time = "2026-01-14T12:55:35.056Z" },
-    { url = "https://files.pythonhosted.org/packages/53/fe/f6c70956da23ea235fd2e3cc16f4f0b4ebdfd72252b02d1164dd58b4e6c3/librt-0.7.8-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:7b0803e9008c62a7ef79058233db7ff6f37a9933b8f2573c05b07ddafa226611", size = 58689, upload-time = "2026-01-14T12:55:36.078Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/4d/7a2481444ac5fba63050d9abe823e6bc16896f575bfc9c1e5068d516cdce/librt-0.7.8-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:79feb4d00b2a4e0e05c9c56df707934f41fcb5fe53fd9efb7549068d0495b758", size = 166808, upload-time = "2026-01-14T12:55:37.595Z" },
-    { url = "https://files.pythonhosted.org/packages/ac/3c/10901d9e18639f8953f57c8986796cfbf4c1c514844a41c9197cf87cb707/librt-0.7.8-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b9122094e3f24aa759c38f46bd8863433820654927370250f460ae75488b66ea", size = 175614, upload-time = "2026-01-14T12:55:38.756Z" },
-    { url = "https://files.pythonhosted.org/packages/db/01/5cbdde0951a5090a80e5ba44e6357d375048123c572a23eecfb9326993a7/librt-0.7.8-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7e03bea66af33c95ce3addf87a9bf1fcad8d33e757bc479957ddbc0e4f7207ac", size = 189955, upload-time = "2026-01-14T12:55:39.939Z" },
-    { url = "https://files.pythonhosted.org/packages/6a/b4/e80528d2f4b7eaf1d437fcbd6fc6ba4cbeb3e2a0cb9ed5a79f47c7318706/librt-0.7.8-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f1ade7f31675db00b514b98f9ab9a7698c7282dad4be7492589109471852d398", size = 189370, upload-time = "2026-01-14T12:55:41.057Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/ab/938368f8ce31a9787ecd4becb1e795954782e4312095daf8fd22420227c8/librt-0.7.8-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:a14229ac62adcf1b90a15992f1ab9c69ae8b99ffb23cb64a90878a6e8a2f5b81", size = 183224, upload-time = "2026-01-14T12:55:42.328Z" },
-    { url = "https://files.pythonhosted.org/packages/3c/10/559c310e7a6e4014ac44867d359ef8238465fb499e7eb31b6bfe3e3f86f5/librt-0.7.8-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5bcaaf624fd24e6a0cb14beac37677f90793a96864c67c064a91458611446e83", size = 203541, upload-time = "2026-01-14T12:55:43.501Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/db/a0db7acdb6290c215f343835c6efda5b491bb05c3ddc675af558f50fdba3/librt-0.7.8-cp314-cp314-win32.whl", hash = "sha256:7aa7d5457b6c542ecaed79cec4ad98534373c9757383973e638ccced0f11f46d", size = 40657, upload-time = "2026-01-14T12:55:44.668Z" },
-    { url = "https://files.pythonhosted.org/packages/72/e0/4f9bdc2a98a798511e81edcd6b54fe82767a715e05d1921115ac70717f6f/librt-0.7.8-cp314-cp314-win_amd64.whl", hash = "sha256:3d1322800771bee4a91f3b4bd4e49abc7d35e65166821086e5afd1e6c0d9be44", size = 46835, upload-time = "2026-01-14T12:55:45.655Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/3d/59c6402e3dec2719655a41ad027a7371f8e2334aa794ed11533ad5f34969/librt-0.7.8-cp314-cp314-win_arm64.whl", hash = "sha256:5363427bc6a8c3b1719f8f3845ea53553d301382928a86e8fab7984426949bce", size = 39885, upload-time = "2026-01-14T12:55:47.138Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/9c/2481d80950b83085fb14ba3c595db56330d21bbc7d88a19f20165f3538db/librt-0.7.8-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:ca916919793a77e4a98d4a1701e345d337ce53be4a16620f063191f7322ac80f", size = 59161, upload-time = "2026-01-14T12:55:48.45Z" },
-    { url = "https://files.pythonhosted.org/packages/96/79/108df2cfc4e672336765d54e3ff887294c1cc36ea4335c73588875775527/librt-0.7.8-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:54feb7b4f2f6706bb82325e836a01be805770443e2400f706e824e91f6441dde", size = 61008, upload-time = "2026-01-14T12:55:49.527Z" },
-    { url = "https://files.pythonhosted.org/packages/46/f2/30179898f9994a5637459d6e169b6abdc982012c0a4b2d4c26f50c06f911/librt-0.7.8-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:39a4c76fee41007070f872b648cc2f711f9abf9a13d0c7162478043377b52c8e", size = 187199, upload-time = "2026-01-14T12:55:50.587Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/da/f7563db55cebdc884f518ba3791ad033becc25ff68eb70902b1747dc0d70/librt-0.7.8-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ac9c8a458245c7de80bc1b9765b177055efff5803f08e548dd4bb9ab9a8d789b", size = 198317, upload-time = "2026-01-14T12:55:51.991Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/6c/4289acf076ad371471fa86718c30ae353e690d3de6167f7db36f429272f1/librt-0.7.8-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:95b67aa7eff150f075fda09d11f6bfb26edffd300f6ab1666759547581e8f666", size = 210334, upload-time = "2026-01-14T12:55:53.682Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/7f/377521ac25b78ac0a5ff44127a0360ee6d5ddd3ce7327949876a30533daa/librt-0.7.8-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:535929b6eff670c593c34ff435d5440c3096f20fa72d63444608a5aef64dd581", size = 211031, upload-time = "2026-01-14T12:55:54.827Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/b1/e1e96c3e20b23d00cf90f4aad48f0deb4cdfec2f0ed8380d0d85acf98bbf/librt-0.7.8-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:63937bd0f4d1cb56653dc7ae900d6c52c41f0015e25aaf9902481ee79943b33a", size = 204581, upload-time = "2026-01-14T12:55:56.811Z" },
-    { url = "https://files.pythonhosted.org/packages/43/71/0f5d010e92ed9747e14bef35e91b6580533510f1e36a8a09eb79ee70b2f0/librt-0.7.8-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cf243da9e42d914036fd362ac3fa77d80a41cadcd11ad789b1b5eec4daaf67ca", size = 224731, upload-time = "2026-01-14T12:55:58.175Z" },
-    { url = "https://files.pythonhosted.org/packages/22/f0/07fb6ab5c39a4ca9af3e37554f9d42f25c464829254d72e4ebbd81da351c/librt-0.7.8-cp314-cp314t-win32.whl", hash = "sha256:171ca3a0a06c643bd0a2f62a8944e1902c94aa8e5da4db1ea9a8daf872685365", size = 41173, upload-time = "2026-01-14T12:55:59.315Z" },
-    { url = "https://files.pythonhosted.org/packages/24/d4/7e4be20993dc6a782639625bd2f97f3c66125c7aa80c82426956811cfccf/librt-0.7.8-cp314-cp314t-win_amd64.whl", hash = "sha256:445b7304145e24c60288a2f172b5ce2ca35c0f81605f5299f3fa567e189d2e32", size = 47668, upload-time = "2026-01-14T12:56:00.261Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/85/69f92b2a7b3c0f88ffe107c86b952b397004b5b8ea5a81da3d9c04c04422/librt-0.7.8-cp314-cp314t-win_arm64.whl", hash = "sha256:8766ece9de08527deabcd7cb1b4f1a967a385d26e33e536d6d8913db6ef74f06", size = 40550, upload-time = "2026-01-14T12:56:01.542Z" },
+version = "0.8.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/56/9c/b4b0c54d84da4a94b37bd44151e46d5e583c9534c7e02250b961b1b6d8a8/librt-0.8.1.tar.gz", hash = "sha256:be46a14693955b3bd96014ccbdb8339ee8c9346fbe11c1b78901b55125f14c73", size = 177471, upload-time = "2026-02-17T16:13:06.101Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7c/5f/63f5fa395c7a8a93558c0904ba8f1c8d1b997ca6a3de61bc7659970d66bf/librt-0.8.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:81fd938344fecb9373ba1b155968c8a329491d2ce38e7ddb76f30ffb938f12dc", size = 65697, upload-time = "2026-02-17T16:11:06.903Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/e0/0472cf37267b5920eff2f292ccfaede1886288ce35b7f3203d8de00abfe6/librt-0.8.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5db05697c82b3a2ec53f6e72b2ed373132b0c2e05135f0696784e97d7f5d48e7", size = 68376, upload-time = "2026-02-17T16:11:08.395Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/be/8bd1359fdcd27ab897cd5963294fa4a7c83b20a8564678e4fd12157e56a5/librt-0.8.1-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d56bc4011975f7460bea7b33e1ff425d2f1adf419935ff6707273c77f8a4ada6", size = 197084, upload-time = "2026-02-17T16:11:09.774Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/fe/163e33fdd091d0c2b102f8a60cc0a61fd730ad44e32617cd161e7cd67a01/librt-0.8.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5cdc0f588ff4b663ea96c26d2a230c525c6fc62b28314edaaaca8ed5af931ad0", size = 207337, upload-time = "2026-02-17T16:11:11.311Z" },
+    { url = "https://files.pythonhosted.org/packages/01/99/f85130582f05dcf0c8902f3d629270231d2f4afdfc567f8305a952ac7f14/librt-0.8.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:97c2b54ff6717a7a563b72627990bec60d8029df17df423f0ed37d56a17a176b", size = 219980, upload-time = "2026-02-17T16:11:12.499Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/54/cb5e4d03659e043a26c74e08206412ac9a3742f0477d96f9761a55313b5f/librt-0.8.1-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8f1125e6bbf2f1657d9a2f3ccc4a2c9b0c8b176965bb565dd4d86be67eddb4b6", size = 212921, upload-time = "2026-02-17T16:11:14.484Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/81/a3a01e4240579c30f3487f6fed01eb4bc8ef0616da5b4ebac27ca19775f3/librt-0.8.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8f4bb453f408137d7581be309b2fbc6868a80e7ef60c88e689078ee3a296ae71", size = 221381, upload-time = "2026-02-17T16:11:17.459Z" },
+    { url = "https://files.pythonhosted.org/packages/08/b0/fc2d54b4b1c6fb81e77288ff31ff25a2c1e62eaef4424a984f228839717b/librt-0.8.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:c336d61d2fe74a3195edc1646d53ff1cddd3a9600b09fa6ab75e5514ba4862a7", size = 216714, upload-time = "2026-02-17T16:11:19.197Z" },
+    { url = "https://files.pythonhosted.org/packages/96/96/85daa73ffbd87e1fb287d7af6553ada66bf25a2a6b0de4764344a05469f6/librt-0.8.1-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:eb5656019db7c4deacf0c1a55a898c5bb8f989be904597fcb5232a2f4828fa05", size = 214777, upload-time = "2026-02-17T16:11:20.443Z" },
+    { url = "https://files.pythonhosted.org/packages/12/9c/c3aa7a2360383f4bf4f04d98195f2739a579128720c603f4807f006a4225/librt-0.8.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c25d9e338d5bed46c1632f851babf3d13c78f49a225462017cf5e11e845c5891", size = 237398, upload-time = "2026-02-17T16:11:22.083Z" },
+    { url = "https://files.pythonhosted.org/packages/61/19/d350ea89e5274665185dabc4bbb9c3536c3411f862881d316c8b8e00eb66/librt-0.8.1-cp310-cp310-win32.whl", hash = "sha256:aaab0e307e344cb28d800957ef3ec16605146ef0e59e059a60a176d19543d1b7", size = 54285, upload-time = "2026-02-17T16:11:23.27Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/d6/45d587d3d41c112e9543a0093d883eb57a24a03e41561c127818aa2a6bcc/librt-0.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:56e04c14b696300d47b3bc5f1d10a00e86ae978886d0cee14e5714fafb5df5d2", size = 61352, upload-time = "2026-02-17T16:11:24.207Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/01/0e748af5e4fee180cf7cd12bd12b0513ad23b045dccb2a83191bde82d168/librt-0.8.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:681dc2451d6d846794a828c16c22dc452d924e9f700a485b7ecb887a30aad1fd", size = 65315, upload-time = "2026-02-17T16:11:25.152Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/4d/7184806efda571887c798d573ca4134c80ac8642dcdd32f12c31b939c595/librt-0.8.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a3b4350b13cc0e6f5bec8fa7caf29a8fb8cdc051a3bae45cfbfd7ce64f009965", size = 68021, upload-time = "2026-02-17T16:11:26.129Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/88/c3c52d2a5d5101f28d3dc89298444626e7874aa904eed498464c2af17627/librt-0.8.1-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ac1e7817fd0ed3d14fd7c5df91daed84c48e4c2a11ee99c0547f9f62fdae13da", size = 194500, upload-time = "2026-02-17T16:11:27.177Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/5d/6fb0a25b6a8906e85b2c3b87bee1d6ed31510be7605b06772f9374ca5cb3/librt-0.8.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:747328be0c5b7075cde86a0e09d7a9196029800ba75a1689332348e998fb85c0", size = 205622, upload-time = "2026-02-17T16:11:28.242Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a6/8006ae81227105476a45691f5831499e4d936b1c049b0c1feb17c11b02d1/librt-0.8.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f0af2bd2bc204fa27f3d6711d0f360e6b8c684a035206257a81673ab924aa11e", size = 218304, upload-time = "2026-02-17T16:11:29.344Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/19/60e07886ad16670aae57ef44dada41912c90906a6fe9f2b9abac21374748/librt-0.8.1-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d480de377f5b687b6b1bc0c0407426da556e2a757633cc7e4d2e1a057aa688f3", size = 211493, upload-time = "2026-02-17T16:11:30.445Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/cf/f666c89d0e861d05600438213feeb818c7514d3315bae3648b1fc145d2b6/librt-0.8.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d0ee06b5b5291f609ddb37b9750985b27bc567791bc87c76a569b3feed8481ac", size = 219129, upload-time = "2026-02-17T16:11:32.021Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/ef/f1bea01e40b4a879364c031476c82a0dc69ce068daad67ab96302fed2d45/librt-0.8.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:9e2c6f77b9ad48ce5603b83b7da9ee3e36b3ab425353f695cba13200c5d96596", size = 213113, upload-time = "2026-02-17T16:11:33.192Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/80/cdab544370cc6bc1b72ea369525f547a59e6938ef6863a11ab3cd24759af/librt-0.8.1-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:439352ba9373f11cb8e1933da194dcc6206daf779ff8df0ed69c5e39113e6a99", size = 212269, upload-time = "2026-02-17T16:11:34.373Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/9c/48d6ed8dac595654f15eceab2035131c136d1ae9a1e3548e777bb6dbb95d/librt-0.8.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:82210adabbc331dbb65d7868b105185464ef13f56f7f76688565ad79f648b0fe", size = 234673, upload-time = "2026-02-17T16:11:36.063Z" },
+    { url = "https://files.pythonhosted.org/packages/16/01/35b68b1db517f27a01be4467593292eb5315def8900afad29fabf56304ba/librt-0.8.1-cp311-cp311-win32.whl", hash = "sha256:52c224e14614b750c0a6d97368e16804a98c684657c7518752c356834fff83bb", size = 54597, upload-time = "2026-02-17T16:11:37.544Z" },
+    { url = "https://files.pythonhosted.org/packages/71/02/796fe8f02822235966693f257bf2c79f40e11337337a657a8cfebba5febc/librt-0.8.1-cp311-cp311-win_amd64.whl", hash = "sha256:c00e5c884f528c9932d278d5c9cbbea38a6b81eb62c02e06ae53751a83a4d52b", size = 61733, upload-time = "2026-02-17T16:11:38.691Z" },
+    { url = "https://files.pythonhosted.org/packages/28/ad/232e13d61f879a42a4e7117d65e4984bb28371a34bb6fb9ca54ec2c8f54e/librt-0.8.1-cp311-cp311-win_arm64.whl", hash = "sha256:f7cdf7f26c2286ffb02e46d7bac56c94655540b26347673bea15fa52a6af17e9", size = 52273, upload-time = "2026-02-17T16:11:40.308Z" },
+    { url = "https://files.pythonhosted.org/packages/95/21/d39b0a87ac52fc98f621fb6f8060efb017a767ebbbac2f99fbcbc9ddc0d7/librt-0.8.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a28f2612ab566b17f3698b0da021ff9960610301607c9a5e8eaca62f5e1c350a", size = 66516, upload-time = "2026-02-17T16:11:41.604Z" },
+    { url = "https://files.pythonhosted.org/packages/69/f1/46375e71441c43e8ae335905e069f1c54febee63a146278bcee8782c84fd/librt-0.8.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:60a78b694c9aee2a0f1aaeaa7d101cf713e92e8423a941d2897f4fa37908dab9", size = 68634, upload-time = "2026-02-17T16:11:43.268Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/33/c510de7f93bf1fa19e13423a606d8189a02624a800710f6e6a0a0f0784b3/librt-0.8.1-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:758509ea3f1eba2a57558e7e98f4659d0ea7670bff49673b0dde18a3c7e6c0eb", size = 198941, upload-time = "2026-02-17T16:11:44.28Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/36/e725903416409a533d92398e88ce665476f275081d0d7d42f9c4951999e5/librt-0.8.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:039b9f2c506bd0ab0f8725aa5ba339c6f0cd19d3b514b50d134789809c24285d", size = 209991, upload-time = "2026-02-17T16:11:45.462Z" },
+    { url = "https://files.pythonhosted.org/packages/30/7a/8d908a152e1875c9f8eac96c97a480df425e657cdb47854b9efaa4998889/librt-0.8.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5bb54f1205a3a6ab41a6fd71dfcdcbd278670d3a90ca502a30d9da583105b6f7", size = 224476, upload-time = "2026-02-17T16:11:46.542Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/b8/a22c34f2c485b8903a06f3fe3315341fe6876ef3599792344669db98fcff/librt-0.8.1-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:05bd41cdee35b0c59c259f870f6da532a2c5ca57db95b5f23689fcb5c9e42440", size = 217518, upload-time = "2026-02-17T16:11:47.746Z" },
+    { url = "https://files.pythonhosted.org/packages/79/6f/5c6fea00357e4f82ba44f81dbfb027921f1ab10e320d4a64e1c408d035d9/librt-0.8.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:adfab487facf03f0d0857b8710cf82d0704a309d8ffc33b03d9302b4c64e91a9", size = 225116, upload-time = "2026-02-17T16:11:49.298Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/a0/95ced4e7b1267fe1e2720a111685bcddf0e781f7e9e0ce59d751c44dcfe5/librt-0.8.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:153188fe98a72f206042be10a2c6026139852805215ed9539186312d50a8e972", size = 217751, upload-time = "2026-02-17T16:11:50.49Z" },
+    { url = "https://files.pythonhosted.org/packages/93/c2/0517281cb4d4101c27ab59472924e67f55e375bc46bedae94ac6dc6e1902/librt-0.8.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:dd3c41254ee98604b08bd5b3af5bf0a89740d4ee0711de95b65166bf44091921", size = 218378, upload-time = "2026-02-17T16:11:51.783Z" },
+    { url = "https://files.pythonhosted.org/packages/43/e8/37b3ac108e8976888e559a7b227d0ceac03c384cfd3e7a1c2ee248dbae79/librt-0.8.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e0d138c7ae532908cbb342162b2611dbd4d90c941cd25ab82084aaf71d2c0bd0", size = 241199, upload-time = "2026-02-17T16:11:53.561Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/5b/35812d041c53967fedf551a39399271bbe4257e681236a2cf1a69c8e7fa1/librt-0.8.1-cp312-cp312-win32.whl", hash = "sha256:43353b943613c5d9c49a25aaffdba46f888ec354e71e3529a00cca3f04d66a7a", size = 54917, upload-time = "2026-02-17T16:11:54.758Z" },
+    { url = "https://files.pythonhosted.org/packages/de/d1/fa5d5331b862b9775aaf2a100f5ef86854e5d4407f71bddf102f4421e034/librt-0.8.1-cp312-cp312-win_amd64.whl", hash = "sha256:ff8baf1f8d3f4b6b7257fcb75a501f2a5499d0dda57645baa09d4d0d34b19444", size = 62017, upload-time = "2026-02-17T16:11:55.748Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/7c/c614252f9acda59b01a66e2ddfd243ed1c7e1deab0293332dfbccf862808/librt-0.8.1-cp312-cp312-win_arm64.whl", hash = "sha256:0f2ae3725904f7377e11cc37722d5d401e8b3d5851fb9273d7f4fe04f6b3d37d", size = 52441, upload-time = "2026-02-17T16:11:56.801Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/3c/f614c8e4eaac7cbf2bbdf9528790b21d89e277ee20d57dc6e559c626105f/librt-0.8.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7e6bad1cd94f6764e1e21950542f818a09316645337fd5ab9a7acc45d99a8f35", size = 66529, upload-time = "2026-02-17T16:11:57.809Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/96/5836544a45100ae411eda07d29e3d99448e5258b6e9c8059deb92945f5c2/librt-0.8.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cf450f498c30af55551ba4f66b9123b7185362ec8b625a773b3d39aa1a717583", size = 68669, upload-time = "2026-02-17T16:11:58.843Z" },
+    { url = "https://files.pythonhosted.org/packages/06/53/f0b992b57af6d5531bf4677d75c44f095f2366a1741fb695ee462ae04b05/librt-0.8.1-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:eca45e982fa074090057132e30585a7e8674e9e885d402eae85633e9f449ce6c", size = 199279, upload-time = "2026-02-17T16:11:59.862Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/ad/4848cc16e268d14280d8168aee4f31cea92bbd2b79ce33d3e166f2b4e4fc/librt-0.8.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0c3811485fccfda840861905b8c70bba5ec094e02825598bb9d4ca3936857a04", size = 210288, upload-time = "2026-02-17T16:12:00.954Z" },
+    { url = "https://files.pythonhosted.org/packages/52/05/27fdc2e95de26273d83b96742d8d3b7345f2ea2bdbd2405cc504644f2096/librt-0.8.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5e4af413908f77294605e28cfd98063f54b2c790561383971d2f52d113d9c363", size = 224809, upload-time = "2026-02-17T16:12:02.108Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/d0/78200a45ba3240cb042bc597d6f2accba9193a2c57d0356268cbbe2d0925/librt-0.8.1-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:5212a5bd7fae98dae95710032902edcd2ec4dc994e883294f75c857b83f9aba0", size = 218075, upload-time = "2026-02-17T16:12:03.631Z" },
+    { url = "https://files.pythonhosted.org/packages/af/72/a210839fa74c90474897124c064ffca07f8d4b347b6574d309686aae7ca6/librt-0.8.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e692aa2d1d604e6ca12d35e51fdc36f4cda6345e28e36374579f7ef3611b3012", size = 225486, upload-time = "2026-02-17T16:12:04.725Z" },
+    { url = "https://files.pythonhosted.org/packages/a3/c1/a03cc63722339ddbf087485f253493e2b013039f5b707e8e6016141130fa/librt-0.8.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:4be2a5c926b9770c9e08e717f05737a269b9d0ebc5d2f0060f0fe3fe9ce47acb", size = 218219, upload-time = "2026-02-17T16:12:05.828Z" },
+    { url = "https://files.pythonhosted.org/packages/58/f5/fff6108af0acf941c6f274a946aea0e484bd10cd2dc37610287ce49388c5/librt-0.8.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:fd1a720332ea335ceb544cf0a03f81df92abd4bb887679fd1e460976b0e6214b", size = 218750, upload-time = "2026-02-17T16:12:07.09Z" },
+    { url = "https://files.pythonhosted.org/packages/71/67/5a387bfef30ec1e4b4f30562c8586566faf87e47d696768c19feb49e3646/librt-0.8.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2af9e01e0ef80d95ae3c720be101227edae5f2fe7e3dc63d8857fadfc5a1d", size = 241624, upload-time = "2026-02-17T16:12:08.43Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/be/24f8502db11d405232ac1162eb98069ca49c3306c1d75c6ccc61d9af8789/librt-0.8.1-cp313-cp313-win32.whl", hash = "sha256:086a32dbb71336627e78cc1d6ee305a68d038ef7d4c39aaff41ae8c9aa46e91a", size = 54969, upload-time = "2026-02-17T16:12:09.633Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/73/c9fdf6cb2a529c1a092ce769a12d88c8cca991194dfe641b6af12fa964d2/librt-0.8.1-cp313-cp313-win_amd64.whl", hash = "sha256:e11769a1dbda4da7b00a76cfffa67aa47cfa66921d2724539eee4b9ede780b79", size = 62000, upload-time = "2026-02-17T16:12:10.632Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/97/68f80ca3ac4924f250cdfa6e20142a803e5e50fca96ef5148c52ee8c10ea/librt-0.8.1-cp313-cp313-win_arm64.whl", hash = "sha256:924817ab3141aca17893386ee13261f1d100d1ef410d70afe4389f2359fea4f0", size = 52495, upload-time = "2026-02-17T16:12:11.633Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/6a/907ef6800f7bca71b525a05f1839b21f708c09043b1c6aa77b6b827b3996/librt-0.8.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:6cfa7fe54fd4d1f47130017351a959fe5804bda7a0bc7e07a2cdbc3fdd28d34f", size = 66081, upload-time = "2026-02-17T16:12:12.766Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/18/25e991cd5640c9fb0f8d91b18797b29066b792f17bf8493da183bf5caabe/librt-0.8.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:228c2409c079f8c11fb2e5d7b277077f694cb93443eb760e00b3b83cb8b3176c", size = 68309, upload-time = "2026-02-17T16:12:13.756Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/36/46820d03f058cfb5a9de5940640ba03165ed8aded69e0733c417bb04df34/librt-0.8.1-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7aae78ab5e3206181780e56912d1b9bb9f90a7249ce12f0e8bf531d0462dd0fc", size = 196804, upload-time = "2026-02-17T16:12:14.818Z" },
+    { url = "https://files.pythonhosted.org/packages/59/18/5dd0d3b87b8ff9c061849fbdb347758d1f724b9a82241aa908e0ec54ccd0/librt-0.8.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:172d57ec04346b047ca6af181e1ea4858086c80bdf455f61994c4aa6fc3f866c", size = 206907, upload-time = "2026-02-17T16:12:16.513Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/96/ef04902aad1424fd7299b62d1890e803e6ab4018c3044dca5922319c4b97/librt-0.8.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6b1977c4ea97ce5eb7755a78fae68d87e4102e4aaf54985e8b56806849cc06a3", size = 221217, upload-time = "2026-02-17T16:12:17.906Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/ff/7e01f2dda84a8f5d280637a2e5827210a8acca9a567a54507ef1c75b342d/librt-0.8.1-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:10c42e1f6fd06733ef65ae7bebce2872bcafd8d6e6b0a08fe0a05a23b044fb14", size = 214622, upload-time = "2026-02-17T16:12:19.108Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/8c/5b093d08a13946034fed57619742f790faf77058558b14ca36a6e331161e/librt-0.8.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4c8dfa264b9193c4ee19113c985c95f876fae5e51f731494fc4e0cf594990ba7", size = 221987, upload-time = "2026-02-17T16:12:20.331Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/cc/86b0b3b151d40920ad45a94ce0171dec1aebba8a9d72bb3fa00c73ab25dd/librt-0.8.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:01170b6729a438f0dedc4a26ed342e3dc4f02d1000b4b19f980e1877f0c297e6", size = 215132, upload-time = "2026-02-17T16:12:21.54Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/be/8588164a46edf1e69858d952654e216a9a91174688eeefb9efbb38a9c799/librt-0.8.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:7b02679a0d783bdae30d443025b94465d8c3dc512f32f5b5031f93f57ac32071", size = 215195, upload-time = "2026-02-17T16:12:23.073Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/f2/0b9279bea735c734d69344ecfe056c1ba211694a72df10f568745c899c76/librt-0.8.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:190b109bb69592a3401fe1ffdea41a2e73370ace2ffdc4a0e8e2b39cdea81b78", size = 237946, upload-time = "2026-02-17T16:12:24.275Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/cc/5f2a34fbc8aeb35314a3641f9956fa9051a947424652fad9882be7a97949/librt-0.8.1-cp314-cp314-win32.whl", hash = "sha256:e70a57ecf89a0f64c24e37f38d3fe217a58169d2fe6ed6d70554964042474023", size = 50689, upload-time = "2026-02-17T16:12:25.766Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/76/cd4d010ab2147339ca2b93e959c3686e964edc6de66ddacc935c325883d7/librt-0.8.1-cp314-cp314-win_amd64.whl", hash = "sha256:7e2f3edca35664499fbb36e4770650c4bd4a08abc1f4458eab9df4ec56389730", size = 57875, upload-time = "2026-02-17T16:12:27.465Z" },
+    { url = "https://files.pythonhosted.org/packages/84/0f/2143cb3c3ca48bd3379dcd11817163ca50781927c4537345d608b5045998/librt-0.8.1-cp314-cp314-win_arm64.whl", hash = "sha256:0d2f82168e55ddefd27c01c654ce52379c0750ddc31ee86b4b266bcf4d65f2a3", size = 48058, upload-time = "2026-02-17T16:12:28.556Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/0e/9b23a87e37baf00311c3efe6b48d6b6c168c29902dfc3f04c338372fd7db/librt-0.8.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2c74a2da57a094bd48d03fa5d196da83d2815678385d2978657499063709abe1", size = 68313, upload-time = "2026-02-17T16:12:29.659Z" },
+    { url = "https://files.pythonhosted.org/packages/db/9a/859c41e5a4f1c84200a7d2b92f586aa27133c8243b6cac9926f6e54d01b9/librt-0.8.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:a355d99c4c0d8e5b770313b8b247411ed40949ca44e33e46a4789b9293a907ee", size = 70994, upload-time = "2026-02-17T16:12:31.516Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/28/10605366ee599ed34223ac2bf66404c6fb59399f47108215d16d5ad751a8/librt-0.8.1-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:2eb345e8b33fb748227409c9f1233d4df354d6e54091f0e8fc53acdb2ffedeb7", size = 220770, upload-time = "2026-02-17T16:12:33.294Z" },
+    { url = "https://files.pythonhosted.org/packages/af/8d/16ed8fd452dafae9c48d17a6bc1ee3e818fd40ef718d149a8eff2c9f4ea2/librt-0.8.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9be2f15e53ce4e83cc08adc29b26fb5978db62ef2a366fbdf716c8a6c8901040", size = 235409, upload-time = "2026-02-17T16:12:35.443Z" },
+    { url = "https://files.pythonhosted.org/packages/89/1b/7bdf3e49349c134b25db816e4a3db6b94a47ac69d7d46b1e682c2c4949be/librt-0.8.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:785ae29c1f5c6e7c2cde2c7c0e148147f4503da3abc5d44d482068da5322fd9e", size = 246473, upload-time = "2026-02-17T16:12:36.656Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/8a/91fab8e4fd2a24930a17188c7af5380eb27b203d72101c9cc000dbdfd95a/librt-0.8.1-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:1d3a7da44baf692f0c6aeb5b2a09c5e6fc7a703bca9ffa337ddd2e2da53f7732", size = 238866, upload-time = "2026-02-17T16:12:37.849Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/e0/c45a098843fc7c07e18a7f8a24ca8496aecbf7bdcd54980c6ca1aaa79a8e/librt-0.8.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5fc48998000cbc39ec0d5311312dda93ecf92b39aaf184c5e817d5d440b29624", size = 250248, upload-time = "2026-02-17T16:12:39.445Z" },
+    { url = "https://files.pythonhosted.org/packages/82/30/07627de23036640c952cce0c1fe78972e77d7d2f8fd54fa5ef4554ff4a56/librt-0.8.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:e96baa6820280077a78244b2e06e416480ed859bbd8e5d641cf5742919d8beb4", size = 240629, upload-time = "2026-02-17T16:12:40.889Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/c1/55bfe1ee3542eba055616f9098eaf6eddb966efb0ca0f44eaa4aba327307/librt-0.8.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:31362dbfe297b23590530007062c32c6f6176f6099646bb2c95ab1b00a57c382", size = 239615, upload-time = "2026-02-17T16:12:42.446Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/39/191d3d28abc26c9099b19852e6c99f7f6d400b82fa5a4e80291bd3803e19/librt-0.8.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cc3656283d11540ab0ea01978378e73e10002145117055e03722417aeab30994", size = 263001, upload-time = "2026-02-17T16:12:43.627Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/eb/7697f60fbe7042ab4e88f4ee6af496b7f222fffb0a4e3593ef1f29f81652/librt-0.8.1-cp314-cp314t-win32.whl", hash = "sha256:738f08021b3142c2918c03692608baed43bc51144c29e35807682f8070ee2a3a", size = 51328, upload-time = "2026-02-17T16:12:45.148Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/72/34bf2eb7a15414a23e5e70ecb9440c1d3179f393d9349338a91e2781c0fb/librt-0.8.1-cp314-cp314t-win_amd64.whl", hash = "sha256:89815a22daf9c51884fb5dbe4f1ef65ee6a146e0b6a8df05f753e2e4a9359bf4", size = 58722, upload-time = "2026-02-17T16:12:46.85Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/c8/d148e041732d631fc76036f8b30fae4e77b027a1e95b7a84bb522481a940/librt-0.8.1-cp314-cp314t-win_arm64.whl", hash = "sha256:bf512a71a23504ed08103a13c941f763db13fb11177beb3d9244c98c29fb4a61", size = 48755, upload-time = "2026-02-17T16:12:47.943Z" },
 ]
 
 [[package]]
@@ -3012,31 +3021,31 @@ wheels = [
 
 [[package]]
 name = "microsoft-agents-activity"
-version = "0.7.0"
+version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f8/e9/7f8086719f28815baca72b2f2600ce1e62b7cd53826bb406c52f28e81998/microsoft_agents_activity-0.7.0.tar.gz", hash = "sha256:77eeb6ffa9ee9e6237e1dbf5e962ea641ff60f20b0966e68e903ffbc10ebd41d", size = 60673, upload-time = "2026-01-21T18:05:24.601Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ce/8a/3dbdf47f3ddabf646987ddf6f5260e77865c6812177b8759f1c7fc395ac8/microsoft_agents_activity-0.8.0.tar.gz", hash = "sha256:f9e7d92db119cf93dd0642a5e698732c40a450c064306ad076b0d83d95eae114", size = 61226, upload-time = "2026-02-24T18:28:49.283Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e1/f3/64dc3bf13e46c6a09cc1983f66da2e42bf726586fe0f77f915977a6be7d8/microsoft_agents_activity-0.7.0-py3-none-any.whl", hash = "sha256:8d30a25dfd0f491b834be52b4a21ff90ab3b9360ec7e50770c050f1d4a39e5ce", size = 132592, upload-time = "2026-01-21T18:05:33.533Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/10/18b87c552112917496256d4e9e50a49bd712015d285f01a3c6e18cdfdd74/microsoft_agents_activity-0.8.0-py3-none-any.whl", hash = "sha256:16f0e7fd5ba8f64c43ceac514b7b22734e97b4478b7e97963232ca893cfe336d", size = 132917, upload-time = "2026-02-24T18:28:59.002Z" },
 ]
 
 [[package]]
 name = "microsoft-agents-copilotstudio-client"
-version = "0.7.0"
+version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "microsoft-agents-hosting-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d3/6e/6f3c6c2df7e6bc13b44eaca70696d29a76d18b884f125fc892ac2fb689b2/microsoft_agents_copilotstudio_client-0.7.0.tar.gz", hash = "sha256:2e6d7b8d2fccf313f6dffd3df17a21137730151c0557ad1ec08c6fb631a30d5f", size = 12636, upload-time = "2026-01-21T18:05:26.593Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d0/5d/a8567b03ff7d29d575aa8c4ebfb53d3f6ee8765cedd8550fae68e9df917d/microsoft_agents_copilotstudio_client-0.8.0.tar.gz", hash = "sha256:7416b2e7906977bd55b66f0b23853fb0c55d4a367cc8bf30cc8aba63d0949514", size = 27196, upload-time = "2026-02-24T18:28:52.033Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3c/6d/023ea0254ccb3b97ee36540df2d87aa718912f70d6b6c529569fae675ca3/microsoft_agents_copilotstudio_client-0.7.0-py3-none-any.whl", hash = "sha256:a69947c49e782b552c5ede877277e73a86280aa2335a291f08fe3622ebfdabe9", size = 13425, upload-time = "2026-01-21T18:05:35.729Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/6b/999ab044edfe924f0330bd2ce200f3fa9c2a84550212587781c68d617679/microsoft_agents_copilotstudio_client-0.8.0-py3-none-any.whl", hash = "sha256:d00936e2a0b48482380d81695f00af86d71c82c0b464947cc723834b63c91553", size = 23715, upload-time = "2026-02-24T18:29:01.3Z" },
 ]
 
 [[package]]
 name = "microsoft-agents-hosting-core"
-version = "0.7.0"
+version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -3045,9 +3054,9 @@ dependencies = [
     { name = "pyjwt", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "python-dotenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/aa/da/26d461cb222ab41f38a3c72ca43900a65b8e8b6b71d6d1207fad1edc3e7b/microsoft_agents_hosting_core-0.7.0.tar.gz", hash = "sha256:31448279c47e39d63edc347c1d3b4de8043aa1b4c51a1f01d40d7d451221b202", size = 90446, upload-time = "2026-01-21T18:05:29.28Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ad/8a/5ab47498bbc74989c30dbfbcb7862211117bdbeba4e3d844bb281c0e05bf/microsoft_agents_hosting_core-0.8.0.tar.gz", hash = "sha256:d3b34803f73d7f677b797733dfe5c561af876e8721c426d6379a762fe6e86fa4", size = 94079, upload-time = "2026-02-24T18:28:54.156Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ed/e4/8d9e2e3f3a3106d0c80141631385206a6946f0b414cf863db851b98533e7/microsoft_agents_hosting_core-0.7.0-py3-none-any.whl", hash = "sha256:d03549fff01f38c1a96da4f79375c33378205ee9b5c6e01b87ba576f59b7887f", size = 133749, upload-time = "2026-01-21T18:05:38.002Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/ff/a1497b3ea63ab0658518fc18532179e5696c5d8d7b28683ec82c34323e54/microsoft_agents_hosting_core-0.8.0-py3-none-any.whl", hash = "sha256:603f53f14bebc7888b5664718bbd24038dafffdd282c81d0e635fca7acfc6aef", size = 139555, upload-time = "2026-02-24T18:29:03.479Z" },
 ]
 
 [[package]]
@@ -3062,20 +3071,23 @@ wheels = [
 
 [[package]]
 name = "mistralai"
-version = "1.9.11"
+version = "1.12.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "eval-type-backport", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "invoke", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-api", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-exporter-otlp-proto-http", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "python-dateutil", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "pyyaml", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-inspection", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/5a/8d/d8b7af67a966b6f227024e1cb7287fc19901a434f87a5a391dcfe635d338/mistralai-1.9.11.tar.gz", hash = "sha256:3df9e403c31a756ec79e78df25ee73cea3eb15f86693773e16b16adaf59c9b8a", size = 208051, upload-time = "2025-10-02T15:53:40.473Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/aa/12/c3476c53e907255b5f485f085ba50dd9a84b40fe662e9a888d6ded26fa7b/mistralai-1.12.4.tar.gz", hash = "sha256:e52b53bab58025dcd208eeac13e3c3df5778d4112eeca1f08124096c7738929f", size = 243129, upload-time = "2026-02-20T17:55:13.73Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fe/76/4ce12563aea5a76016f8643eff30ab731e6656c845e9e4d090ef10c7b925/mistralai-1.9.11-py3-none-any.whl", hash = "sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3", size = 442796, upload-time = "2025-10-02T15:53:39.134Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/f9/98d825105c450b9c67c27026caa374112b7e466c18331601d02ca278a01b/mistralai-1.12.4-py3-none-any.whl", hash = "sha256:7b69fcbc306436491ad3377fbdead527c9f3a0ce145ec029bf04c6308ff2cca6", size = 509321, upload-time = "2026-02-20T17:55:15.27Z" },
 ]
 
 [[package]]
@@ -3255,16 +3267,16 @@ wheels = [
 
 [[package]]
 name = "msal"
-version = "1.34.0"
+version = "1.35.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "pyjwt", extra = ["crypto"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/cf/0e/c857c46d653e104019a84f22d4494f2119b4fe9f896c92b4b864b3b045cc/msal-1.34.0.tar.gz", hash = "sha256:76ba83b716ea5a6d75b0279c0ac353a0e05b820ca1f6682c0eb7f45190c43c2f", size = 153961, upload-time = "2025-09-22T23:05:48.989Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/95/ec/52e6c9ad90ad7eb3035f5e511123e89d1ecc7617f0c94653264848623c12/msal-1.35.0.tar.gz", hash = "sha256:76ab7513dbdac88d76abdc6a50110f082b7ed3ff1080aca938c53fc88bc75b51", size = 164057, upload-time = "2026-02-24T10:58:28.415Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c2/dc/18d48843499e278538890dc709e9ee3dea8375f8be8e82682851df1b48b5/msal-1.34.0-py3-none-any.whl", hash = "sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1", size = 116987, upload-time = "2025-09-22T23:05:47.294Z" },
+    { url = "https://files.pythonhosted.org/packages/56/26/5463e615de18ad8b80d75d14c612ef3c866fcc07c1c52e8eac7948984214/msal-1.35.0-py3-none-any.whl", hash = "sha256:baf268172d2b736e5d409689424d2f321b4142cab231b4b96594c86762e7e01d", size = 120082, upload-time = "2026-02-24T10:58:27.219Z" },
 ]
 
 [[package]]
@@ -3829,7 +3841,7 @@ wheels = [
 
 [[package]]
 name = "openai"
-version = "1.109.1"
+version = "2.24.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -3841,9 +3853,9 @@ dependencies = [
     { name = "tqdm", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c6/a1/a303104dc55fc546a3f6914c842d3da471c64eec92043aef8f652eb6c524/openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869", size = 564133, upload-time = "2025-09-24T13:00:53.075Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/55/13/17e87641b89b74552ed408a92b231283786523edddc95f3545809fab673c/openai-2.24.0.tar.gz", hash = "sha256:1e5769f540dbd01cb33bc4716a23e67b9d695161a734aff9c5f925e2bf99a673", size = 658717, upload-time = "2026-02-24T20:02:07.958Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/2a/7dd3d207ec669cacc1f186fd856a0f61dbc255d24f6fdc1a6715d6051b0f/openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315", size = 948627, upload-time = "2025-09-24T13:00:50.754Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/30/844dc675ee6902579b8eef01ed23917cc9319a1c9c0c14ec6e39340c96d0/openai-2.24.0-py3-none-any.whl", hash = "sha256:fed30480d7d6c884303287bde864980a4b137b60553ffbcf9ab4a233b7a73d94", size = 1120122, upload-time = "2026-02-24T20:02:05.669Z" },
 ]
 
 [[package]]
@@ -3938,6 +3950,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/81/a3/cc9b66575bd6597b98b886a2067eea2693408d2d5f39dad9ab7fc264f5f3/opentelemetry_exporter_otlp_proto_grpc-1.39.1-py3-none-any.whl", hash = "sha256:fa1c136a05c7e9b4c09f739469cbdb927ea20b34088ab1d959a849b5cc589c18", size = 19766, upload-time = "2025-12-11T13:32:21.027Z" },
 ]
 
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.39.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "googleapis-common-protos", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-api", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-exporter-otlp-proto-common", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-proto", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/80/04/2a08fa9c0214ae38880df01e8bfae12b067ec0793446578575e5080d6545/opentelemetry_exporter_otlp_proto_http-1.39.1.tar.gz", hash = "sha256:31bdab9745c709ce90a49a0624c2bd445d31a28ba34275951a6a362d16a0b9cb", size = 17288, upload-time = "2025-12-11T13:32:42.029Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/95/f1/b27d3e2e003cd9a3592c43d099d2ed8d0a947c15281bf8463a256db0b46c/opentelemetry_exporter_otlp_proto_http-1.39.1-py3-none-any.whl", hash = "sha256:d9f5207183dd752a412c4cd564ca8875ececba13be6e9c6c370ffb752fd59985", size = 19641, upload-time = "2025-12-11T13:32:22.248Z" },
+]
+
 [[package]]
 name = "opentelemetry-proto"
 version = "1.39.1"
@@ -4185,11 +4215,11 @@ wheels = [
 
 [[package]]
 name = "parse"
-version = "1.21.0"
+version = "1.21.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/ba/76/2770399accc7b922c288533a88a10e9baa50a1aec76789a8c255a9c6c060/parse-1.21.0.tar.gz", hash = "sha256:937725d51330ffec9c7a26fdb5623baa135d8ba8ed78817ea9523538844e3ce4", size = 29649, upload-time = "2026-02-05T18:33:41.085Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/fd/18/0bea374e5ec3c8ba15365570002187f3fef9d7265ffbc2f649529878cc80/parse-1.21.1.tar.gz", hash = "sha256:825e1a88e9d9fb481b8d2ca709c6195558b6eaa97c559ad3a9a20aa2d12815a3", size = 29105, upload-time = "2026-02-19T02:20:07.645Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3e/b6/3fee2205ce1333eaa85fdf8500de4e412bbc112d77c9b0045cc8d5a6fcec/parse-1.21.0-py2.py3-none-any.whl", hash = "sha256:6d81f7bae0ab25fd72818375c4a9c71c8705256bfc42e8725be609cf8b904aed", size = 20277, upload-time = "2026-02-05T18:33:39.673Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/13/114daf766c33aec6c5a3954e7ea653f8a7ade9602c5c5a2228281698c490/parse-1.21.1-py2.py3-none-any.whl", hash = "sha256:55339ca698019815df3b8e8b550e5933933527e623b0cdf1ca2f404da35ffb47", size = 19693, upload-time = "2026-02-19T02:20:06.575Z" },
 ]
 
 [[package]]
@@ -4285,11 +4315,11 @@ wheels = [
 
 [[package]]
 name = "platformdirs"
-version = "4.5.1"
+version = "4.9.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/cf/86/0248f086a84f01b37aaec0fa567b397df1a119f73c16f6c7a9aac73ea309/platformdirs-4.5.1.tar.gz", hash = "sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda", size = 21715, upload-time = "2025-12-05T13:52:58.638Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1b/04/fea538adf7dbbd6d186f551d595961e564a3b6715bdf276b477460858672/platformdirs-4.9.2.tar.gz", hash = "sha256:9a33809944b9db043ad67ca0db94b14bf452cc6aeaac46a88ea55b26e2e9d291", size = 28394, upload-time = "2026-02-16T03:56:10.574Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cb/28/3bfe2fa5a7b9c46fe7e13c97bda14c895fb10fa2ebf1d0abb90e0cea7ee1/platformdirs-4.5.1-py3-none-any.whl", hash = "sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31", size = 18731, upload-time = "2025-12-05T13:52:56.823Z" },
+    { url = "https://files.pythonhosted.org/packages/48/31/05e764397056194206169869b50cf2fee4dbbbc71b344705b9c0d878d4d8/platformdirs-4.9.2-py3-none-any.whl", hash = "sha256:9170634f126f8efdae22fb58ae8a0eaa86f38365bc57897a6c4f781d1f5875bd", size = 21168, upload-time = "2026-02-16T03:56:08.891Z" },
 ]
 
 [[package]]
@@ -4301,15 +4331,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" },
 ]
 
-[[package]]
-name = "ply"
-version = "3.11"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e5/69/882ee5c9d017149285cab114ebeab373308ef0f874fcdac9beb90e0ac4da/ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3", size = 159130, upload-time = "2018-02-15T19:01:31.097Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a3/58/35da89ee790598a0700ea49b2a66594140f44dec458c07e8e3d4979137fc/ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce", size = 49567, upload-time = "2018-02-15T19:01:27.172Z" },
-]
-
 [[package]]
 name = "portalocker"
 version = "2.10.1"
@@ -4564,15 +4585,15 @@ wheels = [
 
 [[package]]
 name = "psycopg"
-version = "3.3.2"
+version = "3.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e0/1a/7d9ef4fdc13ef7f15b934c393edc97a35c281bb7d3c3329fbfcbe915a7c2/psycopg-3.3.2.tar.gz", hash = "sha256:707a67975ee214d200511177a6a80e56e654754c9afca06a7194ea6bbfde9ca7", size = 165630, upload-time = "2025-12-06T17:34:53.899Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d3/b6/379d0a960f8f435ec78720462fd94c4863e7a31237cf81bf76d0af5883bf/psycopg-3.3.3.tar.gz", hash = "sha256:5e9a47458b3c1583326513b2556a2a9473a1001a56c9efe9e587245b43148dd9", size = 165624, upload-time = "2026-02-18T16:52:16.546Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/8c/51/2779ccdf9305981a06b21a6b27e8547c948d85c41c76ff434192784a4c93/psycopg-3.3.2-py3-none-any.whl", hash = "sha256:3e94bc5f4690247d734599af56e51bae8e0db8e4311ea413f801fef82b14a99b", size = 212774, upload-time = "2025-12-06T17:31:41.414Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/5b/181e2e3becb7672b502f0ed7f16ed7352aca7c109cfb94cf3878a9186db9/psycopg-3.3.3-py3-none-any.whl", hash = "sha256:f96525a72bcfade6584ab17e89de415ff360748c766f0106959144dcbb38c698", size = 212768, upload-time = "2026-02-18T16:46:27.365Z" },
 ]
 
 [package.optional-dependencies]
@@ -4585,64 +4606,64 @@ pool = [
 
 [[package]]
 name = "psycopg-binary"
-version = "3.3.2"
-source = { registry = "https://pypi.org/simple" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/25/d7/edfb0d9e56081246fd88490f99b1bafebd3588480cca601a4de0c41a3e08/psycopg_binary-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0768c5f32934bb52a5df098317eca9bdcf411de627c5dca2ee57662b64b54b41", size = 4597785, upload-time = "2025-12-06T17:31:44.867Z" },
-    { url = "https://files.pythonhosted.org/packages/71/45/8458201d9573dd851263a05cefddd4bfd31e8b3c6434b3e38d62aea9f15a/psycopg_binary-3.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:09b3014013f05cd89828640d3a1db5f829cc24ad8fa81b6e42b2c04685a0c9d4", size = 4664440, upload-time = "2025-12-06T17:31:49.1Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/33/484260d87456cfe88dc219c1919026f11949b9d1de8a6371ddbe027d4d60/psycopg_binary-3.3.2-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:3789d452a9d17a841c7f4f97bbcba51a21f957ea35641a4c98507520e6b6a068", size = 5478355, upload-time = "2025-12-06T17:31:52.657Z" },
-    { url = "https://files.pythonhosted.org/packages/34/b2/18c91630c30c83f534c2bfa75fb533293fc9c3ab31bb7f2bf1cd9579c53b/psycopg_binary-3.3.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:44e89938d36acc4495735af70a886d206a5bfdc80258f95b69b52f68b2968d9e", size = 5152398, upload-time = "2025-12-06T17:31:56.092Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/14/7c705e1934107196d9dca2040cf34bce2ca26de62520e43073d2673052d4/psycopg_binary-3.3.2-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:90ed9da805e52985b0202aed4f352842c907c6b4fc6c7c109c6e646c32e2f43b", size = 6748982, upload-time = "2025-12-06T17:32:00.611Z" },
-    { url = "https://files.pythonhosted.org/packages/56/18/80197c47798926f79e563af02a71d1abecab88cf45ddf8dc960700598da7/psycopg_binary-3.3.2-cp310-cp310-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c3a9ccdfee4ae59cf9bf1822777e763bc097ed208f4901e21537fca1070e1391", size = 4991214, upload-time = "2025-12-06T17:32:03.897Z" },
-    { url = "https://files.pythonhosted.org/packages/7e/2e/e88e2f678f5d1a968d87e57b30915061c1157e916b8aaa9b0b78bca95e25/psycopg_binary-3.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:de9173f8cc0efd88ac2a89b3b6c287a9a0011cdc2f53b2a12c28d6fd55f9f81c", size = 4517421, upload-time = "2025-12-06T17:32:07.287Z" },
-    { url = "https://files.pythonhosted.org/packages/80/9e/d56813b24370723bcd62bf73871aee4d5fca0536f3476c4c4d5b037e3c7f/psycopg_binary-3.3.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:0611f4822674f3269e507a307236efb62ae5a828fcfc923ac85fe22ca19fd7c8", size = 4206124, upload-time = "2025-12-06T17:32:10.374Z" },
-    { url = "https://files.pythonhosted.org/packages/91/81/5a11a898969edf0ee43d0613a6dfd689a0aa12d418c69e148a8ff153fbc7/psycopg_binary-3.3.2-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:522b79c7db547767ca923e441c19b97a2157f2f494272a119c854bba4804e186", size = 3937067, upload-time = "2025-12-06T17:32:13.852Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/33/a6180ff1e747a0395876d985e8e295c9d7cbe956a2d66f165e7c67cffe55/psycopg_binary-3.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1ea41c0229f3f5a3844ad0857a83a9f869aa7b840448fa0c200e6bcf85d33d19", size = 4243731, upload-time = "2025-12-06T17:32:16.803Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/5b/9c1b6fbc900d5b525946ed9a477865c5016a5306080c0557248bb04f1a5b/psycopg_binary-3.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:8ea05b499278790a8fa0ff9854ab0de2542aca02d661ddff94e830df971ff640", size = 3546403, upload-time = "2025-12-06T17:32:19.621Z" },
-    { url = "https://files.pythonhosted.org/packages/57/d9/49640360fc090d27afc4655021544aa71d5393ebae124ffa53a04474b493/psycopg_binary-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:94503b79f7da0b65c80d0dbb2f81dd78b300319ec2435d5e6dcf9622160bc2fa", size = 4597890, upload-time = "2025-12-06T17:32:23.087Z" },
-    { url = "https://files.pythonhosted.org/packages/85/cf/99634bbccc8af0dd86df4bce705eea5540d06bb7f5ab3067446ae9ffdae4/psycopg_binary-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:07a5f030e0902ec3e27d0506ceb01238c0aecbc73ecd7fa0ee55f86134600b5b", size = 4664396, upload-time = "2025-12-06T17:32:26.421Z" },
-    { url = "https://files.pythonhosted.org/packages/40/db/6035dff6d5c6dfca3a4ab0d2ac62ede623646e327e9f99e21e0cf08976c6/psycopg_binary-3.3.2-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e09d0d93d35c134704a2cb2b15f81ffc8174fd602f3e08f7b1a3d8896156cf0", size = 5478743, upload-time = "2025-12-06T17:32:29.901Z" },
-    { url = "https://files.pythonhosted.org/packages/03/0f/fc06bbc8e87f09458d2ce04a59cd90565e54e8efca33e0802daee6d2b0e6/psycopg_binary-3.3.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:649c1d33bedda431e0c1df646985fbbeb9274afa964e1aef4be053c0f23a2924", size = 5151820, upload-time = "2025-12-06T17:32:33.562Z" },
-    { url = "https://files.pythonhosted.org/packages/86/ab/bcc0397c96a0ad29463e33ed03285826e0fabc43595c195f419d9291ee70/psycopg_binary-3.3.2-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c5774272f754605059521ff037a86e680342e3847498b0aa86b0f3560c70963c", size = 6747711, upload-time = "2025-12-06T17:32:38.074Z" },
-    { url = "https://files.pythonhosted.org/packages/96/eb/7450bc75c31d5be5f7a6d02d26beef6989a4ca6f5efdec65eea6cf612d0e/psycopg_binary-3.3.2-cp311-cp311-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d391b70c9cc23f6e1142729772a011f364199d2c5ddc0d596f5f43316fbf982d", size = 4991626, upload-time = "2025-12-06T17:32:41.373Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/85/65f14453804c82a7fba31cd1a984b90349c0f327b809102c4b99115c0930/psycopg_binary-3.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:f3f601f32244a677c7b029ec39412db2772ad04a28bc2cbb4b1f0931ed0ffad7", size = 4516760, upload-time = "2025-12-06T17:32:44.921Z" },
-    { url = "https://files.pythonhosted.org/packages/24/8c/3105f00a91d73d9a443932f95156eae8159d5d9cb68a9d2cf512710d484f/psycopg_binary-3.3.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:0ae60e910531cfcc364a8f615a7941cac89efeb3f0fffe0c4824a6d11461eef7", size = 4204028, upload-time = "2025-12-06T17:32:48.355Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/dd/74f64a383342ef7c22d1eb2768ed86411c7f877ed2580cd33c17f436fe3c/psycopg_binary-3.3.2-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:7c43a773dd1a481dbb2fe64576aa303d80f328cce0eae5e3e4894947c41d1da7", size = 3935780, upload-time = "2025-12-06T17:32:51.347Z" },
-    { url = "https://files.pythonhosted.org/packages/85/30/f3f207d1c292949a26cdea6727c9c325b4ee41e04bf2736a4afbe45eb61f/psycopg_binary-3.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5a327327f1188b3fbecac41bf1973a60b86b2eb237db10dc945bd3dc97ec39e4", size = 4243239, upload-time = "2025-12-06T17:32:54.924Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/08/8f1b5d6231338bf7bc46f635c4d4965facec52e1c9a7952ca8a70cb57dc0/psycopg_binary-3.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:136c43f185244893a527540307167f5d3ef4e08786508afe45d6f146228f5aa9", size = 3548102, upload-time = "2025-12-06T17:32:57.944Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/1e/8614b01c549dd7e385dacdcd83fe194f6b3acb255a53cc67154ee6bf00e7/psycopg_binary-3.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a9387ab615f929e71ef0f4a8a51e986fa06236ccfa9f3ec98a88f60fbf230634", size = 4579832, upload-time = "2025-12-06T17:33:01.388Z" },
-    { url = "https://files.pythonhosted.org/packages/26/97/0bb093570fae2f4454d42c1ae6000f15934391867402f680254e4a7def54/psycopg_binary-3.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3ff7489df5e06c12d1829544eaec64970fe27fe300f7cf04c8495fe682064688", size = 4658786, upload-time = "2025-12-06T17:33:05.022Z" },
-    { url = "https://files.pythonhosted.org/packages/61/20/1d9383e3f2038826900a14137b0647d755f67551aab316e1021443105ed5/psycopg_binary-3.3.2-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:9742580ecc8e1ac45164e98d32ca6df90da509c2d3ff26be245d94c430f92db4", size = 5454896, upload-time = "2025-12-06T17:33:09.023Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/62/513c80ad8bbb545e364f7737bf2492d34a4c05eef4f7b5c16428dc42260d/psycopg_binary-3.3.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d45acedcaa58619355f18e0f42af542fcad3fd84ace4b8355d3a5dea23318578", size = 5132731, upload-time = "2025-12-06T17:33:12.519Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/28/ddf5f5905f088024bccb19857949467407c693389a14feb527d6171d8215/psycopg_binary-3.3.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d88f32ff8c47cb7f4e7e7a9d1747dcee6f3baa19ed9afa9e5694fd2fb32b61ed", size = 6724495, upload-time = "2025-12-06T17:33:16.624Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/93/a1157ebcc650960b264542b547f7914d87a42ff0cc15a7584b29d5807e6b/psycopg_binary-3.3.2-cp312-cp312-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:59d0163c4617a2c577cb34afbed93d7a45b8c8364e54b2bd2020ff25d5f5f860", size = 4964979, upload-time = "2025-12-06T17:33:20.179Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/27/65939ba6798f9c5be4a5d9cd2061ebaf0851798525c6811d347821c8132d/psycopg_binary-3.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e750afe74e6c17b2c7046d2c3e3173b5a3f6080084671c8aa327215323df155b", size = 4493648, upload-time = "2025-12-06T17:33:23.464Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/c4/5e9e4b9b1c1e27026e43387b0ba4aaf3537c7806465dd3f1d5bde631752a/psycopg_binary-3.3.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:f26f113013c4dcfbfe9ced57b5bad2035dda1a7349f64bf726021968f9bccad3", size = 4173392, upload-time = "2025-12-06T17:33:26.88Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/81/cf43fb76993190cee9af1cbcfe28afb47b1928bdf45a252001017e5af26e/psycopg_binary-3.3.2-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:8309ee4569dced5e81df5aa2dcd48c7340c8dee603a66430f042dfbd2878edca", size = 3909241, upload-time = "2025-12-06T17:33:30.092Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/20/c6377a0d17434674351627489deca493ea0b137c522b99c81d3a106372c8/psycopg_binary-3.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c6464150e25b68ae3cb04c4e57496ea11ebfaae4d98126aea2f4702dd43e3c12", size = 4219746, upload-time = "2025-12-06T17:33:33.097Z" },
-    { url = "https://files.pythonhosted.org/packages/25/32/716c57b28eefe02a57a4c9d5bf956849597f5ea476c7010397199e56cfde/psycopg_binary-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:716a586f99bbe4f710dc58b40069fcb33c7627e95cc6fc936f73c9235e07f9cf", size = 3537494, upload-time = "2025-12-06T17:33:35.82Z" },
-    { url = "https://files.pythonhosted.org/packages/14/73/7ca7cb22b9ac7393fb5de7d28ca97e8347c375c8498b3bff2c99c1f38038/psycopg_binary-3.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:fc5a189e89cbfff174588665bb18d28d2d0428366cc9dae5864afcaa2e57380b", size = 4579068, upload-time = "2025-12-06T17:33:39.303Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/42/0cf38ff6c62c792fc5b55398a853a77663210ebd51ed6f0c4a05b06f95a6/psycopg_binary-3.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:083c2e182be433f290dc2c516fd72b9b47054fcd305cce791e0a50d9e93e06f2", size = 4657520, upload-time = "2025-12-06T17:33:42.536Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/60/df846bc84cbf2231e01b0fff48b09841fe486fa177665e50f4995b1bfa44/psycopg_binary-3.3.2-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:ac230e3643d1c436a2dfb59ca84357dfc6862c9f372fc5dbd96bafecae581f9f", size = 5452086, upload-time = "2025-12-06T17:33:46.54Z" },
-    { url = "https://files.pythonhosted.org/packages/ab/85/30c846a00db86b1b53fd5bfd4b4edfbd0c00de8f2c75dd105610bd7568fc/psycopg_binary-3.3.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d8c899a540f6c7585cee53cddc929dd4d2db90fd828e37f5d4017b63acbc1a5d", size = 5131125, upload-time = "2025-12-06T17:33:50.413Z" },
-    { url = "https://files.pythonhosted.org/packages/6d/15/9968732013373f36f8a2a3fb76104dffc8efd9db78709caa5ae1a87b1f80/psycopg_binary-3.3.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:50ff10ab8c0abdb5a5451b9315538865b50ba64c907742a1385fdf5f5772b73e", size = 6722914, upload-time = "2025-12-06T17:33:54.544Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/ba/29e361fe02143ac5ff5a1ca3e45697344cfbebe2eaf8c4e7eec164bff9a0/psycopg_binary-3.3.2-cp313-cp313-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:23d2594af848c1fd3d874a9364bef50730124e72df7bb145a20cb45e728c50ed", size = 4966081, upload-time = "2025-12-06T17:33:58.477Z" },
-    { url = "https://files.pythonhosted.org/packages/99/45/1be90c8f1a1a237046903e91202fb06708745c179f220b361d6333ed7641/psycopg_binary-3.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ea4fe6b4ead3bbbe27244ea224fcd1f53cb119afc38b71a2f3ce570149a03e30", size = 4493332, upload-time = "2025-12-06T17:34:02.011Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/b5/bbdc07d5f0a5e90c617abd624368182aa131485e18038b2c6c85fc054aed/psycopg_binary-3.3.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:742ce48cde825b8e52fb1a658253d6d1ff66d152081cbc76aa45e2986534858d", size = 4170781, upload-time = "2025-12-06T17:34:05.298Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/2a/0d45e4f4da2bd78c3237ffa03475ef3751f69a81919c54a6e610eb1a7c96/psycopg_binary-3.3.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:e22bf6b54df994aff37ab52695d635f1ef73155e781eee1f5fa75bc08b58c8da", size = 3910544, upload-time = "2025-12-06T17:34:08.251Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/62/a8e0f092f4dbef9a94b032fb71e214cf0a375010692fbe7493a766339e47/psycopg_binary-3.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8db9034cde3bcdafc66980f0130813f5c5d19e74b3f2a19fb3cfbc25ad113121", size = 4220070, upload-time = "2025-12-06T17:34:11.392Z" },
-    { url = "https://files.pythonhosted.org/packages/09/e6/5fc8d8aff8afa114bb4a94a0341b9309311e8bf3ab32d816032f8b984d4e/psycopg_binary-3.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:df65174c7cf6b05ea273ce955927d3270b3a6e27b0b12762b009ce6082b8d3fc", size = 3540922, upload-time = "2025-12-06T17:34:14.88Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/75/ad18c0b97b852aba286d06befb398cc6d383e9dfd0a518369af275a5a526/psycopg_binary-3.3.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:9ca24062cd9b2270e4d77576042e9cc2b1d543f09da5aba1f1a3d016cea28390", size = 4596371, upload-time = "2025-12-06T17:34:18.007Z" },
-    { url = "https://files.pythonhosted.org/packages/5a/79/91649d94c8d89f84af5da7c9d474bfba35b08eb8f492ca3422b08f0a6427/psycopg_binary-3.3.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c749770da0947bc972e512f35366dd4950c0e34afad89e60b9787a37e97cb443", size = 4675139, upload-time = "2025-12-06T17:34:21.374Z" },
-    { url = "https://files.pythonhosted.org/packages/56/ac/b26e004880f054549ec9396594e1ffe435810b0673e428e619ed722e4244/psycopg_binary-3.3.2-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:03b7cd73fb8c45d272a34ae7249713e32492891492681e3cf11dff9531cf37e9", size = 5456120, upload-time = "2025-12-06T17:34:25.102Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/8d/410681dccd6f2999fb115cc248521ec50dd2b0aba66ae8de7e81efdebbee/psycopg_binary-3.3.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:43b130e3b6edcb5ee856c7167ccb8561b473308c870ed83978ae478613764f1c", size = 5133484, upload-time = "2025-12-06T17:34:28.933Z" },
-    { url = "https://files.pythonhosted.org/packages/66/30/ebbab99ea2cfa099d7b11b742ce13415d44f800555bfa4ad2911dc645b71/psycopg_binary-3.3.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7c1feba5a8c617922321aef945865334e468337b8fc5c73074f5e63143013b5a", size = 6731818, upload-time = "2025-12-06T17:34:33.094Z" },
-    { url = "https://files.pythonhosted.org/packages/70/02/d260646253b7ad805d60e0de47f9b811d6544078452579466a098598b6f4/psycopg_binary-3.3.2-cp314-cp314-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cabb2a554d9a0a6bf84037d86ca91782f087dfff2a61298d0b00c19c0bc43f6d", size = 4983859, upload-time = "2025-12-06T17:34:36.457Z" },
-    { url = "https://files.pythonhosted.org/packages/72/8d/e778d7bad1a7910aa36281f092bd85c5702f508fd9bb0ea2020ffbb6585c/psycopg_binary-3.3.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:74bc306c4b4df35b09bc8cecf806b271e1c5d708f7900145e4e54a2e5dedfed0", size = 4516388, upload-time = "2025-12-06T17:34:40.129Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/f1/64e82098722e2ab3521797584caf515284be09c1e08a872551b6edbb0074/psycopg_binary-3.3.2-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:d79b0093f0fbf7a962d6a46ae292dc056c65d16a8ee9361f3cfbafd4c197ab14", size = 4192382, upload-time = "2025-12-06T17:34:43.279Z" },
-    { url = "https://files.pythonhosted.org/packages/fa/d0/c20f4e668e89494972e551c31be2a0016e3f50d552d7ae9ac07086407599/psycopg_binary-3.3.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:1586e220be05547c77afc326741dd41cc7fba38a81f9931f616ae98865439678", size = 3928660, upload-time = "2025-12-06T17:34:46.757Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/e1/99746c171de22539fd5eb1c9ca21dc805b54cfae502d7451d237d1dbc349/psycopg_binary-3.3.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:458696a5fa5dad5b6fb5d5862c22454434ce4fe1cf66ca6c0de5f904cbc1ae3e", size = 4239169, upload-time = "2025-12-06T17:34:49.751Z" },
-    { url = "https://files.pythonhosted.org/packages/72/f7/212343c1c9cfac35fd943c527af85e9091d633176e2a407a0797856ff7b9/psycopg_binary-3.3.2-cp314-cp314-win_amd64.whl", hash = "sha256:04bb2de4ba69d6f8395b446ede795e8884c040ec71d01dd07ac2b2d18d4153d1", size = 3642122, upload-time = "2025-12-06T17:34:52.506Z" },
+version = "3.3.3"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b4/d8/a763308a41e2ecfb6256ba0877d340c2f2b124c8b2746401863d96fa2c7a/psycopg_binary-3.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b3385b58b2fe408a13d084c14b8dcf468cd36cbbe774408250facc128f9fa75c", size = 4609758, upload-time = "2026-02-18T16:46:33.132Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/a9/f8a683e85400c1208685e7c895abc049dc13aa0b6ea989e6adf0a3681fe0/psycopg_binary-3.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1bef235a50a80f6aba05147002bc354559657cb6386dbd04d8e1c97d1d7cbe84", size = 4676740, upload-time = "2026-02-18T16:46:42.904Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/7d/03512c4aaac8a58fc3b1221f38293aa517a1950d10ef8646c72c49addc7d/psycopg_binary-3.3.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:97c839717bf8c8df3f6d983a20949c4fb22e2a34ee172e3e427ede363feda27b", size = 5496335, upload-time = "2026-02-18T16:46:51.517Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/bc/23319b4b1c2c0b810d225e1b6f16efbb16150074fc0ea96bfcabdf59ee09/psycopg_binary-3.3.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:48e500cf1c0984dacf1f28ea482c3cdbb4c2288d51c336c04bc64198ab21fc51", size = 5172032, upload-time = "2026-02-18T16:47:00.878Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/c8/6d61dc0a56654c558a37b2d9b2094e470aa12621305cc7935fd769122e32/psycopg_binary-3.3.3-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:eb36a08859b9432d94ea6b26ec41a2f98f83f14868c91321d0c1e11f672eeae7", size = 6763107, upload-time = "2026-02-18T16:47:11.784Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/b5/e2a3c90aa1059f5b5f593379caad7be3cc3c2ce1ddfc7730e39854e174fe/psycopg_binary-3.3.3-cp310-cp310-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0dde92cfde09293fb63b3f547919ba7d73bd2654573c03502b3263dd0218e44e", size = 5006494, upload-time = "2026-02-18T16:47:17.062Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/3e/bf126e0a1f864e191b7f3eeea667ee2ce13d582b036255fb8b12946d1f7a/psycopg_binary-3.3.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:78c9ce98caaf82ac8484d269791c1b403d7598633e0e4e2fa1097baae244e2f1", size = 4533850, upload-time = "2026-02-18T16:47:21.673Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/d8/bb5e8d395deb945629aa0c65d12ab90ec3bfcbdf56be89e2a84d001864c9/psycopg_binary-3.3.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:d593612758d0041cb13cb0003f7f8d3fabb7ad9319e651e78afae49b1cf5860e", size = 4223316, upload-time = "2026-02-18T16:47:25.82Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/70/33eef61b0f0fd41ebf93b9699f44067313a45016827f67b3c8cc41f0a7ab/psycopg_binary-3.3.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:f24e8e17035200a465c178e9ea945527ad0738118694184c450f1192a452ff25", size = 3954515, upload-time = "2026-02-18T16:47:30.434Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/db/27c2b3b9698e713e83e11e8540daa27516f9e90390ec21a41091cb15fcaf/psycopg_binary-3.3.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e7b607f0e14f2a4cf7e78a05ebd13df6144acfba87cb90842e70d3f125d9f53f", size = 4260274, upload-time = "2026-02-18T16:47:36.128Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/3b/71e5d603059bf5474215f573a3e2d357a4e95672b26e04d41674400d4862/psycopg_binary-3.3.3-cp310-cp310-win_amd64.whl", hash = "sha256:b27d3a23c79fa59557d2cc63a7e8bb4c7e022c018558eda36f9d7c4e6b99a6e0", size = 3557375, upload-time = "2026-02-18T16:47:42.799Z" },
+    { url = "https://files.pythonhosted.org/packages/be/c0/b389119dd754483d316805260f3e73cdcad97925839107cc7a296f6132b1/psycopg_binary-3.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a89bb9ee11177b2995d87186b1d9fa892d8ea725e85eab28c6525e4cc14ee048", size = 4609740, upload-time = "2026-02-18T16:47:51.093Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/e3/9976eef20f61840285174d360da4c820a311ab39d6b82fa09fbb545be825/psycopg_binary-3.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9f7d0cf072c6fbac3795b08c98ef9ea013f11db609659dcfc6b1f6cc31f9e181", size = 4676837, upload-time = "2026-02-18T16:47:55.523Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/f2/d28ba2f7404fd7f68d41e8a11df86313bd646258244cb12a8dd83b868a97/psycopg_binary-3.3.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:90eecd93073922f085967f3ed3a98ba8c325cbbc8c1a204e300282abd2369e13", size = 5497070, upload-time = "2026-02-18T16:47:59.929Z" },
+    { url = "https://files.pythonhosted.org/packages/de/2f/6c5c54b815edeb30a281cfcea96dc93b3bb6be939aea022f00cab7aa1420/psycopg_binary-3.3.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dac7ee2f88b4d7bb12837989ca354c38d400eeb21bce3b73dac02622f0a3c8d6", size = 5172410, upload-time = "2026-02-18T16:48:05.665Z" },
+    { url = "https://files.pythonhosted.org/packages/51/75/8206c7008b57de03c1ada46bd3110cc3743f3fd9ed52031c4601401d766d/psycopg_binary-3.3.3-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b62cf8784eb6d35beaee1056d54caf94ec6ecf2b7552395e305518ab61eb8fd2", size = 6763408, upload-time = "2026-02-18T16:48:13.541Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/5a/ea1641a1e6c8c8b3454b0fcb43c3045133a8b703e6e824fae134088e63bd/psycopg_binary-3.3.3-cp311-cp311-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a39f34c9b18e8f6794cca17bfbcd64572ca2482318db644268049f8c738f35a6", size = 5006255, upload-time = "2026-02-18T16:48:22.176Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/fb/538df099bf55ae1637d52d7ccb6b9620b535a40f4c733897ac2b7bb9e14c/psycopg_binary-3.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:883d68d48ca9ff3cb3d10c5fdebea02c79b48eecacdddbf7cce6e7cdbdc216b8", size = 4532694, upload-time = "2026-02-18T16:48:27.338Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/d1/00780c0e187ea3c13dfc53bd7060654b2232cd30df562aac91a5f1c545ac/psycopg_binary-3.3.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:cab7bc3d288d37a80aa8c0820033250c95e40b1c2b5c57cf59827b19c2a8b69d", size = 4222833, upload-time = "2026-02-18T16:48:31.221Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/34/a07f1ff713c51d64dc9f19f2c32be80299a2055d5d109d5853662b922cb4/psycopg_binary-3.3.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:56c767007ca959ca32f796b42379fc7e1ae2ed085d29f20b05b3fc394f3715cc", size = 3952818, upload-time = "2026-02-18T16:48:35.869Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/67/d33f268a7759b4445f3c9b5a181039b01af8c8263c865c1be7a6444d4749/psycopg_binary-3.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:da2f331a01af232259a21573a01338530c6016dcfad74626c01330535bcd8628", size = 4258061, upload-time = "2026-02-18T16:48:41.365Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/3b/0d8d2c5e8e29ccc07d28c8af38445d9d9abcd238d590186cac82ee71fc84/psycopg_binary-3.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:19f93235ece6dbfc4036b5e4f6d8b13f0b8f2b3eeb8b0bd2936d406991bcdd40", size = 3558915, upload-time = "2026-02-18T16:48:46.679Z" },
+    { url = "https://files.pythonhosted.org/packages/90/15/021be5c0cbc5b7c1ab46e91cc3434eb42569f79a0592e67b8d25e66d844d/psycopg_binary-3.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6698dbab5bcef8fdb570fc9d35fd9ac52041771bfcfe6fd0fc5f5c4e36f1e99d", size = 4591170, upload-time = "2026-02-18T16:48:55.594Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/54/a60211c346c9a2f8c6b272b5f2bbe21f6e11800ce7f61e99ba75cf8b63e1/psycopg_binary-3.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:329ff393441e75f10b673ae99ab45276887993d49e65f141da20d915c05aafd8", size = 4670009, upload-time = "2026-02-18T16:49:03.608Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/53/ac7c18671347c553362aadbf65f92786eef9540676ca24114cc02f5be405/psycopg_binary-3.3.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:eb072949b8ebf4082ae24289a2b0fd724da9adc8f22743409d6fd718ddb379df", size = 5469735, upload-time = "2026-02-18T16:49:10.128Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/c3/4f4e040902b82a344eff1c736cde2f2720f127fe939c7e7565706f96dd44/psycopg_binary-3.3.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:263a24f39f26e19ed7fc982d7859a36f17841b05bebad3eb47bb9cd2dd785351", size = 5152919, upload-time = "2026-02-18T16:49:16.335Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/e7/d929679c6a5c212bcf738806c7c89f5b3d0919f2e1685a0e08d6ff877945/psycopg_binary-3.3.3-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5152d50798c2fa5bd9b68ec68eb68a1b71b95126c1d70adaa1a08cd5eefdc23d", size = 6738785, upload-time = "2026-02-18T16:49:22.687Z" },
+    { url = "https://files.pythonhosted.org/packages/69/b0/09703aeb69a9443d232d7b5318d58742e8ca51ff79f90ffe6b88f1db45e7/psycopg_binary-3.3.3-cp312-cp312-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9d6a1e56dd267848edb824dbeb08cf5bac649e02ee0b03ba883ba3f4f0bd54f2", size = 4979008, upload-time = "2026-02-18T16:49:27.313Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/a6/e662558b793c6e13a7473b970fee327d635270e41eded3090ef14045a6a5/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:73eaaf4bb04709f545606c1db2f65f4000e8a04cdbf3e00d165a23004692093e", size = 4508255, upload-time = "2026-02-18T16:49:31.575Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/7f/0f8b2e1d5e0093921b6f324a948a5c740c1447fbb45e97acaf50241d0f39/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:162e5675efb4704192411eaf8e00d07f7960b679cd3306e7efb120bb8d9456cc", size = 4189166, upload-time = "2026-02-18T16:49:35.801Z" },
+    { url = "https://files.pythonhosted.org/packages/92/ec/ce2e91c33bc8d10b00c87e2f6b0fb570641a6a60042d6a9ae35658a3a797/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:fab6b5e37715885c69f5d091f6ff229be71e235f272ebaa35158d5a46fd548a0", size = 3924544, upload-time = "2026-02-18T16:49:41.129Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/2f/7718141485f73a924205af60041c392938852aa447a94c8cbd222ff389a1/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a4aab31bd6d1057f287c96c0effca3a25584eb9cc702f282ecb96ded7814e830", size = 4235297, upload-time = "2026-02-18T16:49:46.726Z" },
+    { url = "https://files.pythonhosted.org/packages/57/f9/1add717e2643a003bbde31b1b220172e64fbc0cb09f06429820c9173f7fc/psycopg_binary-3.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:59aa31fe11a0e1d1bcc2ce37ed35fe2ac84cd65bb9036d049b1a1c39064d0f14", size = 3547659, upload-time = "2026-02-18T16:49:52.999Z" },
+    { url = "https://files.pythonhosted.org/packages/03/0a/cac9fdf1df16a269ba0e5f0f06cac61f826c94cadb39df028cdfe19d3a33/psycopg_binary-3.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:05f32239aec25c5fb15f7948cffdc2dc0dac098e48b80a140e4ba32b572a2e7d", size = 4590414, upload-time = "2026-02-18T16:50:01.441Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/c0/d8f8508fbf440edbc0099b1abff33003cd80c9e66eb3a1e78834e3fb4fb9/psycopg_binary-3.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7c84f9d214f2d1de2fafebc17fa68ac3f6561a59e291553dfc45ad299f4898c1", size = 4669021, upload-time = "2026-02-18T16:50:08.803Z" },
+    { url = "https://files.pythonhosted.org/packages/04/05/097016b77e343b4568feddf12c72171fc513acef9a4214d21b9478569068/psycopg_binary-3.3.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:e77957d2ba17cada11be09a5066d93026cdb61ada7c8893101d7fe1c6e1f3925", size = 5467453, upload-time = "2026-02-18T16:50:14.985Z" },
+    { url = "https://files.pythonhosted.org/packages/91/23/73244e5feb55b5ca109cede6e97f32ef45189f0fdac4c80d75c99862729d/psycopg_binary-3.3.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:42961609ac07c232a427da7c87a468d3c82fee6762c220f38e37cfdacb2b178d", size = 5151135, upload-time = "2026-02-18T16:50:24.82Z" },
+    { url = "https://files.pythonhosted.org/packages/11/49/5309473b9803b207682095201d8708bbc7842ddf3f192488a69204e36455/psycopg_binary-3.3.3-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ae07a3114313dd91fce686cab2f4c44af094398519af0e0f854bc707e1aeedf1", size = 6737315, upload-time = "2026-02-18T16:50:35.106Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/5d/03abe74ef34d460b33c4d9662bf6ec1dd38888324323c1a1752133c10377/psycopg_binary-3.3.3-cp313-cp313-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d257c58d7b36a621dcce1d01476ad8b60f12d80eb1406aee4cf796f88b2ae482", size = 4979783, upload-time = "2026-02-18T16:50:42.067Z" },
+    { url = "https://files.pythonhosted.org/packages/f0/6c/3fbf8e604e15f2f3752900434046c00c90bb8764305a1b81112bff30ba24/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:07c7211f9327d522c9c47560cae00a4ecf6687f4e02d779d035dd3177b41cb12", size = 4509023, upload-time = "2026-02-18T16:50:50.116Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/6b/1a06b43b7c7af756c80b67eac8bfaa51d77e68635a8a8d246e4f0bb7604a/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:8e7e9eca9b363dbedeceeadd8be97149d2499081f3c52d141d7cd1f395a91f83", size = 4185874, upload-time = "2026-02-18T16:50:55.97Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/d3/bf49e3dcaadba510170c8d111e5e69e5ae3f981c1554c5bb71c75ce354bb/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:cb85b1d5702877c16f28d7b92ba030c1f49ebcc9b87d03d8c10bf45a2f1c7508", size = 3925668, upload-time = "2026-02-18T16:51:03.299Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/92/0aac830ed6a944fe334404e1687a074e4215630725753f0e3e9a9a595b62/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4d4606c84d04b80f9138d72f1e28c6c02dc5ae0c7b8f3f8aaf89c681ce1cd1b1", size = 4234973, upload-time = "2026-02-18T16:51:09.097Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/96/102244653ee5a143ece5afe33f00f52fe64e389dfce8dbc87580c6d70d3d/psycopg_binary-3.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:74eae563166ebf74e8d950ff359be037b85723d99ca83f57d9b244a871d6c13b", size = 3551342, upload-time = "2026-02-18T16:51:13.892Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/71/7a57e5b12275fe7e7d84d54113f0226080423a869118419c9106c083a21c/psycopg_binary-3.3.3-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:497852c5eaf1f0c2d88ab74a64a8097c099deac0c71de1cbcf18659a8a04a4b2", size = 4607368, upload-time = "2026-02-18T16:51:19.295Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/04/cb834f120f2b2c10d4003515ef9ca9d688115b9431735e3936ae48549af8/psycopg_binary-3.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:258d1ea53464d29768bf25930f43291949f4c7becc706f6e220c515a63a24edd", size = 4687047, upload-time = "2026-02-18T16:51:23.84Z" },
+    { url = "https://files.pythonhosted.org/packages/40/e9/47a69692d3da9704468041aa5ed3ad6fc7f6bb1a5ae788d261a26bbca6c7/psycopg_binary-3.3.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:111c59897a452196116db12e7f608da472fbff000693a21040e35fc978b23430", size = 5487096, upload-time = "2026-02-18T16:51:29.645Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/b6/0e0dd6a2f802864a4ae3dbadf4ec620f05e3904c7842b326aafc43e5f464/psycopg_binary-3.3.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:17bb6600e2455993946385249a3c3d0af52cd70c1c1cdbf712e9d696d0b0bf1b", size = 5168720, upload-time = "2026-02-18T16:51:36.499Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/0d/977af38ac19a6b55d22dff508bd743fd7c1901e1b73657e7937c7cccb0a3/psycopg_binary-3.3.3-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:642050398583d61c9856210568eb09a8e4f2fe8224bf3be21b67a370e677eead", size = 6762076, upload-time = "2026-02-18T16:51:43.167Z" },
+    { url = "https://files.pythonhosted.org/packages/34/40/912a39d48322cf86895c0eaf2d5b95cb899402443faefd4b09abbba6b6e1/psycopg_binary-3.3.3-cp314-cp314-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:533efe6dc3a7cba5e2a84e38970786bb966306863e45f3db152007e9f48638a6", size = 4997623, upload-time = "2026-02-18T16:51:47.707Z" },
+    { url = "https://files.pythonhosted.org/packages/98/0c/c14d0e259c65dc7be854d926993f151077887391d5a081118907a9d89603/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:5958dbf28b77ce2033482f6cb9ef04d43f5d8f4b7636e6963d5626f000efb23e", size = 4532096, upload-time = "2026-02-18T16:51:51.421Z" },
+    { url = "https://files.pythonhosted.org/packages/39/21/8b7c50a194cfca6ea0fd4d1f276158307785775426e90700ab2eba5cd623/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:a6af77b6626ce92b5817bf294b4d45ec1a6161dba80fc2d82cdffdd6814fd023", size = 4208884, upload-time = "2026-02-18T16:51:57.336Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/2c/a4981bf42cf30ebba0424971d7ce70a222ae9b82594c42fc3f2105d7b525/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:47f06fcbe8542b4d96d7392c476a74ada521c5aebdb41c3c0155f6595fc14c8d", size = 3944542, upload-time = "2026-02-18T16:52:04.266Z" },
+    { url = "https://files.pythonhosted.org/packages/60/e9/b7c29b56aa0b85a4e0c4d89db691c1ceef08f46a356369144430c155a2f5/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e7800e6c6b5dc4b0ca7cc7370f770f53ac83886b76afda0848065a674231e856", size = 4254339, upload-time = "2026-02-18T16:52:10.444Z" },
+    { url = "https://files.pythonhosted.org/packages/98/5a/291d89f44d3820fffb7a04ebc8f3ef5dda4f542f44a5daea0c55a84abf45/psycopg_binary-3.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:165f22ab5a9513a3d7425ffb7fcc7955ed8ccaeef6d37e369d6cc1dff1582383", size = 3652796, upload-time = "2026-02-18T16:52:14.02Z" },
 ]
 
 [[package]]
@@ -5030,28 +5051,28 @@ wheels = [
 
 [[package]]
 name = "pydantic-settings"
-version = "2.12.0"
+version = "2.13.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "python-dotenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-inspection", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/43/4b/ac7e0aae12027748076d72a8764ff1c9d82ca75a7a52622e67ed3f765c54/pydantic_settings-2.12.0.tar.gz", hash = "sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0", size = 194184, upload-time = "2025-11-10T14:25:47.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/52/6d/fffca34caecc4a3f97bda81b2098da5e8ab7efc9a66e819074a11955d87e/pydantic_settings-2.13.1.tar.gz", hash = "sha256:b4c11847b15237fb0171e1462bf540e294affb9b86db4d9aa5c01730bdbe4025", size = 223826, upload-time = "2026-02-19T13:45:08.055Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c1/60/5d4751ba3f4a40a6891f24eec885f51afd78d208498268c734e256fb13c4/pydantic_settings-2.12.0-py3-none-any.whl", hash = "sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809", size = 51880, upload-time = "2025-11-10T14:25:45.546Z" },
+    { url = "https://files.pythonhosted.org/packages/00/4b/ccc026168948fec4f7555b9164c724cf4125eac006e176541483d2c959be/pydantic_settings-2.13.1-py3-none-any.whl", hash = "sha256:d56fd801823dbeae7f0975e1f8c8e25c258eb75d278ea7abb5d9cebb01b56237", size = 58929, upload-time = "2026-02-19T13:45:06.034Z" },
 ]
 
 [[package]]
 name = "pyee"
-version = "13.0.0"
+version = "13.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/95/03/1fd98d5841cd7964a27d729ccf2199602fe05eb7a405c1462eb7277945ed/pyee-13.0.0.tar.gz", hash = "sha256:b391e3c5a434d1f5118a25615001dbc8f669cf410ab67d04c4d4e07c55481c37", size = 31250, upload-time = "2025-03-17T18:53:15.955Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8b/04/e7c1fe4dc78a6fdbfd6c337b1c3732ff543b8a397683ab38378447baa331/pyee-13.0.1.tar.gz", hash = "sha256:0b931f7c14535667ed4c7e0d531716368715e860b988770fc7eb8578d1f67fc8", size = 31655, upload-time = "2026-02-14T21:12:28.044Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9b/4d/b9add7c84060d4c1906abe9a7e5359f2a60f7a9a4f67268b2766673427d8/pyee-13.0.0-py3-none-any.whl", hash = "sha256:48195a3cddb3b1515ce0695ed76036b5ccc2ef3a9f963ff9f77aec0139845498", size = 15730, upload-time = "2025-03-17T18:53:14.532Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/c4/b4d4827c93ef43c01f599ef31453ccc1c132b353284fc6c87d535c233129/pyee-13.0.1-py3-none-any.whl", hash = "sha256:af2f8fede4171ef667dfded53f96e2ed0d6e6bd7ee3bb46437f77e3b57689228", size = 15659, upload-time = "2026-02-14T21:12:26.263Z" },
 ]
 
 [[package]]
@@ -5107,7 +5128,7 @@ sdist = { url = "https://files.pythonhosted.org/packages/ce/af/409edba35fc597f1e
 
 [[package]]
 name = "pymilvus"
-version = "2.6.8"
+version = "2.6.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -5118,9 +5139,9 @@ dependencies = [
     { name = "python-dotenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "setuptools", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/71/68/9b8bac2267af60035d65fb5a4247c5ac8da175d66ec794d84d9cd3486524/pymilvus-2.6.8.tar.gz", hash = "sha256:15232f5f66805bf2f50b30bbad59637b62f5258d9343f7615353ce1221fab6b5", size = 1421303, upload-time = "2026-01-29T07:32:16.519Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/0c/92adff800a04cd3e9b3f17c06fa972c8d590846b1e0bac0ccf39e054b596/pymilvus-2.6.9.tar.gz", hash = "sha256:c53a3d84ff15814e251be13edda70a98a1c8a6090d7597a908387cbb94a9504a", size = 1493560, upload-time = "2026-02-10T11:01:27.415Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b8/27/3af2199afaabd48791584fa5da5929f08d1a3c8c37a2ef12c15fc9309111/pymilvus-2.6.8-py3-none-any.whl", hash = "sha256:c4c413ffdef2599064301fd831de6f9839a753abe27c68c6148707629711d069", size = 300995, upload-time = "2026-01-29T07:32:14.199Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/56/ab7f0a5aba6fc06dc210a059d6f6d2ee1f3371d40e2b4366a409576554b8/pymilvus-2.6.9-py3-none-any.whl", hash = "sha256:3e14e8072f6429dcd79d52a24dc021c594cb80841ddd76cb974bc539d1f4cdda", size = 301225, upload-time = "2026-02-10T11:01:25.796Z" },
 ]
 
 [[package]]
@@ -5370,6 +5391,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" },
 ]
 
+[[package]]
+name = "python-discovery"
+version = "1.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "filelock", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "platformdirs", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/82/bb/93a3e83bdf9322c7e21cafd092e56a4a17c4d8ef4277b6eb01af1a540a6f/python_discovery-1.1.0.tar.gz", hash = "sha256:447941ba1aed8cc2ab7ee3cb91be5fc137c5bdbb05b7e6ea62fbdcb66e50b268", size = 55674, upload-time = "2026-02-26T09:42:49.668Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/06/54/82a6e2ef37f0f23dccac604b9585bdcbd0698604feb64807dcb72853693e/python_discovery-1.1.0-py3-none-any.whl", hash = "sha256:a162893b8809727f54594a99ad2179d2ede4bf953e12d4c7abc3cc9cdbd1437b", size = 30687, upload-time = "2026-02-26T09:42:48.548Z" },
+]
+
 [[package]]
 name = "python-dotenv"
 version = "1.2.1"
@@ -5600,7 +5634,7 @@ hiredis = [
 
 [[package]]
 name = "redisvl"
-version = "0.14.0"
+version = "0.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jsonpath-ng", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -5612,9 +5646,9 @@ dependencies = [
     { name = "redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "tenacity", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/21/45/1c5b308f68b01c4e33590a8e1445f43c51292917b28c2def8deaa5b3dc5b/redisvl-0.14.0.tar.gz", hash = "sha256:7a84c46858dbc86943e64ffe8590013684d03d79b72a634d10c02ce5d1c02335", size = 759829, upload-time = "2026-02-06T15:48:19.384Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a5/8e/d74a469d08d4bf20578a675f7ada7806117ac893425968aaf5b8b84e9c80/redisvl-0.14.1.tar.gz", hash = "sha256:5b5678d43ff06ee366de09086da7a9c3d4de9bfba1b098bab9199a5acceca099", size = 861130, upload-time = "2026-02-26T20:54:09.999Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/24/e9/264455caf42501b2b0747ac4819c7d0a2b458fad5e4e1f7610b6383d6d74/redisvl-0.14.0-py3-none-any.whl", hash = "sha256:85ec38f414427260da82ef20653a62d4c2626b97672c5c950616e5dde3cf0d0b", size = 196705, upload-time = "2026-02-06T15:48:17.636Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/ed/ca6164c3ac02cacb760e1baf308082ad1a8294862abab4c17bd2da67523e/redisvl-0.14.1-py3-none-any.whl", hash = "sha256:e5a3dfbb95e85606d9d19ac499d3ad8491346dc594147d3d50870090b6e4b8c1", size = 197936, upload-time = "2026-02-26T20:54:08.29Z" },
 ]
 
 [[package]]
@@ -5633,123 +5667,123 @@ wheels = [
 
 [[package]]
 name = "regex"
-version = "2026.1.15"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0b/86/07d5056945f9ec4590b518171c4254a5925832eb727b56d3c38a7476f316/regex-2026.1.15.tar.gz", hash = "sha256:164759aa25575cbc0651bef59a0b18353e54300d79ace8084c818ad8ac72b7d5", size = 414811, upload-time = "2026-01-14T23:18:02.775Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/ea/d2/e6ee96b7dff201a83f650241c52db8e5bd080967cb93211f57aa448dc9d6/regex-2026.1.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:4e3dd93c8f9abe8aa4b6c652016da9a3afa190df5ad822907efe6b206c09896e", size = 488166, upload-time = "2026-01-14T23:13:46.408Z" },
-    { url = "https://files.pythonhosted.org/packages/23/8a/819e9ce14c9f87af026d0690901b3931f3101160833e5d4c8061fa3a1b67/regex-2026.1.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:97499ff7862e868b1977107873dd1a06e151467129159a6ffd07b66706ba3a9f", size = 290632, upload-time = "2026-01-14T23:13:48.688Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/c3/23dfe15af25d1d45b07dfd4caa6003ad710dcdcb4c4b279909bdfe7a2de8/regex-2026.1.15-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0bda75ebcac38d884240914c6c43d8ab5fb82e74cde6da94b43b17c411aa4c2b", size = 288500, upload-time = "2026-01-14T23:13:50.503Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/31/1adc33e2f717df30d2f4d973f8776d2ba6ecf939301efab29fca57505c95/regex-2026.1.15-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7dcc02368585334f5bc81fc73a2a6a0bbade60e7d83da21cead622faf408f32c", size = 781670, upload-time = "2026-01-14T23:13:52.453Z" },
-    { url = "https://files.pythonhosted.org/packages/23/ce/21a8a22d13bc4adcb927c27b840c948f15fc973e21ed2346c1bd0eae22dc/regex-2026.1.15-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:693b465171707bbe882a7a05de5e866f33c76aa449750bee94a8d90463533cc9", size = 850820, upload-time = "2026-01-14T23:13:54.894Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/4f/3eeacdf587a4705a44484cd0b30e9230a0e602811fb3e2cc32268c70d509/regex-2026.1.15-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b0d190e6f013ea938623a58706d1469a62103fb2a241ce2873a9906e0386582c", size = 898777, upload-time = "2026-01-14T23:13:56.908Z" },
-    { url = "https://files.pythonhosted.org/packages/79/a9/1898a077e2965c35fc22796488141a22676eed2d73701e37c73ad7c0b459/regex-2026.1.15-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ff818702440a5878a81886f127b80127f5d50563753a28211482867f8318106", size = 791750, upload-time = "2026-01-14T23:13:58.527Z" },
-    { url = "https://files.pythonhosted.org/packages/4c/84/e31f9d149a178889b3817212827f5e0e8c827a049ff31b4b381e76b26e2d/regex-2026.1.15-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f052d1be37ef35a54e394de66136e30fa1191fab64f71fc06ac7bc98c9a84618", size = 782674, upload-time = "2026-01-14T23:13:59.874Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/ff/adf60063db24532add6a1676943754a5654dcac8237af024ede38244fd12/regex-2026.1.15-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6bfc31a37fd1592f0c4fc4bfc674b5c42e52efe45b4b7a6a14f334cca4bcebe4", size = 767906, upload-time = "2026-01-14T23:14:01.298Z" },
-    { url = "https://files.pythonhosted.org/packages/af/3e/e6a216cee1e2780fec11afe7fc47b6f3925d7264e8149c607ac389fd9b1a/regex-2026.1.15-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3d6ce5ae80066b319ae3bc62fd55a557c9491baa5efd0d355f0de08c4ba54e79", size = 774798, upload-time = "2026-01-14T23:14:02.715Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/98/23a4a8378a9208514ed3efc7e7850c27fa01e00ed8557c958df0335edc4a/regex-2026.1.15-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:1704d204bd42b6bb80167df0e4554f35c255b579ba99616def38f69e14a5ccb9", size = 845861, upload-time = "2026-01-14T23:14:04.824Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/57/d7605a9d53bd07421a8785d349cd29677fe660e13674fa4c6cbd624ae354/regex-2026.1.15-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:e3174a5ed4171570dc8318afada56373aa9289eb6dc0d96cceb48e7358b0e220", size = 755648, upload-time = "2026-01-14T23:14:06.371Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/76/6f2e24aa192da1e299cc1101674a60579d3912391867ce0b946ba83e2194/regex-2026.1.15-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:87adf5bd6d72e3e17c9cb59ac4096b1faaf84b7eb3037a5ffa61c4b4370f0f13", size = 836250, upload-time = "2026-01-14T23:14:08.343Z" },
-    { url = "https://files.pythonhosted.org/packages/11/3a/1f2a1d29453299a7858eab7759045fc3d9d1b429b088dec2dc85b6fa16a2/regex-2026.1.15-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e85dc94595f4d766bd7d872a9de5ede1ca8d3063f3bdf1e2c725f5eb411159e3", size = 779919, upload-time = "2026-01-14T23:14:09.954Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/67/eab9bc955c9dcc58e9b222c801e39cff7ca0b04261792a2149166ce7e792/regex-2026.1.15-cp310-cp310-win32.whl", hash = "sha256:21ca32c28c30d5d65fc9886ff576fc9b59bbca08933e844fa2363e530f4c8218", size = 265888, upload-time = "2026-01-14T23:14:11.35Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/62/31d16ae24e1f8803bddb0885508acecaec997fcdcde9c243787103119ae4/regex-2026.1.15-cp310-cp310-win_amd64.whl", hash = "sha256:3038a62fc7d6e5547b8915a3d927a0fbeef84cdbe0b1deb8c99bbd4a8961b52a", size = 277830, upload-time = "2026-01-14T23:14:12.908Z" },
-    { url = "https://files.pythonhosted.org/packages/e5/36/5d9972bccd6417ecd5a8be319cebfd80b296875e7f116c37fb2a2deecebf/regex-2026.1.15-cp310-cp310-win_arm64.whl", hash = "sha256:505831646c945e3e63552cc1b1b9b514f0e93232972a2d5bedbcc32f15bc82e3", size = 270376, upload-time = "2026-01-14T23:14:14.782Z" },
-    { url = "https://files.pythonhosted.org/packages/d0/c9/0c80c96eab96948363d270143138d671d5731c3a692b417629bf3492a9d6/regex-2026.1.15-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:1ae6020fb311f68d753b7efa9d4b9a5d47a5d6466ea0d5e3b5a471a960ea6e4a", size = 488168, upload-time = "2026-01-14T23:14:16.129Z" },
-    { url = "https://files.pythonhosted.org/packages/17/f0/271c92f5389a552494c429e5cc38d76d1322eb142fb5db3c8ccc47751468/regex-2026.1.15-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:eddf73f41225942c1f994914742afa53dc0d01a6e20fe14b878a1b1edc74151f", size = 290636, upload-time = "2026-01-14T23:14:17.715Z" },
-    { url = "https://files.pythonhosted.org/packages/a0/f9/5f1fd077d106ca5655a0f9ff8f25a1ab55b92128b5713a91ed7134ff688e/regex-2026.1.15-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1e8cd52557603f5c66a548f69421310886b28b7066853089e1a71ee710e1cdc1", size = 288496, upload-time = "2026-01-14T23:14:19.326Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/e1/8f43b03a4968c748858ec77f746c286d81f896c2e437ccf050ebc5d3128c/regex-2026.1.15-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5170907244b14303edc5978f522f16c974f32d3aa92109fabc2af52411c9433b", size = 793503, upload-time = "2026-01-14T23:14:20.922Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/4e/a39a5e8edc5377a46a7c875c2f9a626ed3338cb3bb06931be461c3e1a34a/regex-2026.1.15-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2748c1ec0663580b4510bd89941a31560b4b439a0b428b49472a3d9944d11cd8", size = 860535, upload-time = "2026-01-14T23:14:22.405Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/1c/9dce667a32a9477f7a2869c1c767dc00727284a9fa3ff5c09a5c6c03575e/regex-2026.1.15-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2f2775843ca49360508d080eaa87f94fa248e2c946bbcd963bb3aae14f333413", size = 907225, upload-time = "2026-01-14T23:14:23.897Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/3c/87ca0a02736d16b6262921425e84b48984e77d8e4e572c9072ce96e66c30/regex-2026.1.15-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d9ea2604370efc9a174c1b5dcc81784fb040044232150f7f33756049edfc9026", size = 800526, upload-time = "2026-01-14T23:14:26.039Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/ff/647d5715aeea7c87bdcbd2f578f47b415f55c24e361e639fe8c0cc88878f/regex-2026.1.15-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0dcd31594264029b57bf16f37fd7248a70b3b764ed9e0839a8f271b2d22c0785", size = 773446, upload-time = "2026-01-14T23:14:28.109Z" },
-    { url = "https://files.pythonhosted.org/packages/af/89/bf22cac25cb4ba0fe6bff52ebedbb65b77a179052a9d6037136ae93f42f4/regex-2026.1.15-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c08c1f3e34338256732bd6938747daa3c0d5b251e04b6e43b5813e94d503076e", size = 783051, upload-time = "2026-01-14T23:14:29.929Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/f4/6ed03e71dca6348a5188363a34f5e26ffd5db1404780288ff0d79513bce4/regex-2026.1.15-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e43a55f378df1e7a4fa3547c88d9a5a9b7113f653a66821bcea4718fe6c58763", size = 854485, upload-time = "2026-01-14T23:14:31.366Z" },
-    { url = "https://files.pythonhosted.org/packages/d9/9a/8e8560bd78caded8eb137e3e47612430a05b9a772caf60876435192d670a/regex-2026.1.15-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:f82110ab962a541737bd0ce87978d4c658f06e7591ba899192e2712a517badbb", size = 762195, upload-time = "2026-01-14T23:14:32.802Z" },
-    { url = "https://files.pythonhosted.org/packages/38/6b/61fc710f9aa8dfcd764fe27d37edfaa023b1a23305a0d84fccd5adb346ea/regex-2026.1.15-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:27618391db7bdaf87ac6c92b31e8f0dfb83a9de0075855152b720140bda177a2", size = 845986, upload-time = "2026-01-14T23:14:34.898Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/2e/fbee4cb93f9d686901a7ca8d94285b80405e8c34fe4107f63ffcbfb56379/regex-2026.1.15-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bfb0d6be01fbae8d6655c8ca21b3b72458606c4aec9bbc932db758d47aba6db1", size = 788992, upload-time = "2026-01-14T23:14:37.116Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/14/3076348f3f586de64b1ab75a3fbabdaab7684af7f308ad43be7ef1849e55/regex-2026.1.15-cp311-cp311-win32.whl", hash = "sha256:b10e42a6de0e32559a92f2f8dc908478cc0fa02838d7dbe764c44dca3fa13569", size = 265893, upload-time = "2026-01-14T23:14:38.426Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/19/772cf8b5fc803f5c89ba85d8b1870a1ca580dc482aa030383a9289c82e44/regex-2026.1.15-cp311-cp311-win_amd64.whl", hash = "sha256:e9bf3f0bbdb56633c07d7116ae60a576f846efdd86a8848f8d62b749e1209ca7", size = 277840, upload-time = "2026-01-14T23:14:39.785Z" },
-    { url = "https://files.pythonhosted.org/packages/78/84/d05f61142709474da3c0853222d91086d3e1372bcdab516c6fd8d80f3297/regex-2026.1.15-cp311-cp311-win_arm64.whl", hash = "sha256:41aef6f953283291c4e4e6850607bd71502be67779586a61472beacb315c97ec", size = 270374, upload-time = "2026-01-14T23:14:41.592Z" },
-    { url = "https://files.pythonhosted.org/packages/92/81/10d8cf43c807d0326efe874c1b79f22bfb0fb226027b0b19ebc26d301408/regex-2026.1.15-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:4c8fcc5793dde01641a35905d6731ee1548f02b956815f8f1cab89e515a5bdf1", size = 489398, upload-time = "2026-01-14T23:14:43.741Z" },
-    { url = "https://files.pythonhosted.org/packages/90/b0/7c2a74e74ef2a7c32de724658a69a862880e3e4155cba992ba04d1c70400/regex-2026.1.15-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:bfd876041a956e6a90ad7cdb3f6a630c07d491280bfeed4544053cd434901681", size = 291339, upload-time = "2026-01-14T23:14:45.183Z" },
-    { url = "https://files.pythonhosted.org/packages/19/4d/16d0773d0c818417f4cc20aa0da90064b966d22cd62a8c46765b5bd2d643/regex-2026.1.15-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9250d087bc92b7d4899ccd5539a1b2334e44eee85d848c4c1aef8e221d3f8c8f", size = 289003, upload-time = "2026-01-14T23:14:47.25Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/e4/1fc4599450c9f0863d9406e944592d968b8d6dfd0d552a7d569e43bceada/regex-2026.1.15-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c8a154cf6537ebbc110e24dabe53095e714245c272da9c1be05734bdad4a61aa", size = 798656, upload-time = "2026-01-14T23:14:48.77Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/e6/59650d73a73fa8a60b3a590545bfcf1172b4384a7df2e7fe7b9aab4e2da9/regex-2026.1.15-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8050ba2e3ea1d8731a549e83c18d2f0999fbc99a5f6bd06b4c91449f55291804", size = 864252, upload-time = "2026-01-14T23:14:50.528Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/ab/1d0f4d50a1638849a97d731364c9a80fa304fec46325e48330c170ee8e80/regex-2026.1.15-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0bf065240704cb8951cc04972cf107063917022511273e0969bdb34fc173456c", size = 912268, upload-time = "2026-01-14T23:14:52.952Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/df/0d722c030c82faa1d331d1921ee268a4e8fb55ca8b9042c9341c352f17fa/regex-2026.1.15-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c32bef3e7aeee75746748643667668ef941d28b003bfc89994ecf09a10f7a1b5", size = 803589, upload-time = "2026-01-14T23:14:55.182Z" },
-    { url = "https://files.pythonhosted.org/packages/66/23/33289beba7ccb8b805c6610a8913d0131f834928afc555b241caabd422a9/regex-2026.1.15-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d5eaa4a4c5b1906bd0d2508d68927f15b81821f85092e06f1a34a4254b0e1af3", size = 775700, upload-time = "2026-01-14T23:14:56.707Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/65/bf3a42fa6897a0d3afa81acb25c42f4b71c274f698ceabd75523259f6688/regex-2026.1.15-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:86c1077a3cc60d453d4084d5b9649065f3bf1184e22992bd322e1f081d3117fb", size = 787928, upload-time = "2026-01-14T23:14:58.312Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/f5/13bf65864fc314f68cdd6d8ca94adcab064d4d39dbd0b10fef29a9da48fc/regex-2026.1.15-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:2b091aefc05c78d286657cd4db95f2e6313375ff65dcf085e42e4c04d9c8d410", size = 858607, upload-time = "2026-01-14T23:15:00.657Z" },
-    { url = "https://files.pythonhosted.org/packages/a3/31/040e589834d7a439ee43fb0e1e902bc81bd58a5ba81acffe586bb3321d35/regex-2026.1.15-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:57e7d17f59f9ebfa9667e6e5a1c0127b96b87cb9cede8335482451ed00788ba4", size = 763729, upload-time = "2026-01-14T23:15:02.248Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/84/6921e8129687a427edf25a34a5594b588b6d88f491320b9de5b6339a4fcb/regex-2026.1.15-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:c6c4dcdfff2c08509faa15d36ba7e5ef5fcfab25f1e8f85a0c8f45bc3a30725d", size = 850697, upload-time = "2026-01-14T23:15:03.878Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/87/3d06143d4b128f4229158f2de5de6c8f2485170c7221e61bf381313314b2/regex-2026.1.15-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:cf8ff04c642716a7f2048713ddc6278c5fd41faa3b9cab12607c7abecd012c22", size = 789849, upload-time = "2026-01-14T23:15:06.102Z" },
-    { url = "https://files.pythonhosted.org/packages/77/69/c50a63842b6bd48850ebc7ab22d46e7a2a32d824ad6c605b218441814639/regex-2026.1.15-cp312-cp312-win32.whl", hash = "sha256:82345326b1d8d56afbe41d881fdf62f1926d7264b2fc1537f99ae5da9aad7913", size = 266279, upload-time = "2026-01-14T23:15:07.678Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/36/39d0b29d087e2b11fd8191e15e81cce1b635fcc845297c67f11d0d19274d/regex-2026.1.15-cp312-cp312-win_amd64.whl", hash = "sha256:4def140aa6156bc64ee9912383d4038f3fdd18fee03a6f222abd4de6357ce42a", size = 277166, upload-time = "2026-01-14T23:15:09.257Z" },
-    { url = "https://files.pythonhosted.org/packages/28/32/5b8e476a12262748851fa8ab1b0be540360692325975b094e594dfebbb52/regex-2026.1.15-cp312-cp312-win_arm64.whl", hash = "sha256:c6c565d9a6e1a8d783c1948937ffc377dd5771e83bd56de8317c450a954d2056", size = 270415, upload-time = "2026-01-14T23:15:10.743Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/2e/6870bb16e982669b674cce3ee9ff2d1d46ab80528ee6bcc20fb2292efb60/regex-2026.1.15-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:e69d0deeb977ffe7ed3d2e4439360089f9c3f217ada608f0f88ebd67afb6385e", size = 489164, upload-time = "2026-01-14T23:15:13.962Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/67/9774542e203849b0286badf67199970a44ebdb0cc5fb739f06e47ada72f8/regex-2026.1.15-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:3601ffb5375de85a16f407854d11cca8fe3f5febbe3ac78fb2866bb220c74d10", size = 291218, upload-time = "2026-01-14T23:15:15.647Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/87/b0cda79f22b8dee05f774922a214da109f9a4c0eca5da2c9d72d77ea062c/regex-2026.1.15-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4c5ef43b5c2d4114eb8ea424bb8c9cec01d5d17f242af88b2448f5ee81caadbc", size = 288895, upload-time = "2026-01-14T23:15:17.788Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/6a/0041f0a2170d32be01ab981d6346c83a8934277d82c780d60b127331f264/regex-2026.1.15-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:968c14d4f03e10b2fd960f1d5168c1f0ac969381d3c1fcc973bc45fb06346599", size = 798680, upload-time = "2026-01-14T23:15:19.342Z" },
-    { url = "https://files.pythonhosted.org/packages/58/de/30e1cfcdbe3e891324aa7568b7c968771f82190df5524fabc1138cb2d45a/regex-2026.1.15-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:56a5595d0f892f214609c9f76b41b7428bed439d98dc961efafdd1354d42baae", size = 864210, upload-time = "2026-01-14T23:15:22.005Z" },
-    { url = "https://files.pythonhosted.org/packages/64/44/4db2f5c5ca0ccd40ff052ae7b1e9731352fcdad946c2b812285a7505ca75/regex-2026.1.15-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0bf650f26087363434c4e560011f8e4e738f6f3e029b85d4904c50135b86cfa5", size = 912358, upload-time = "2026-01-14T23:15:24.569Z" },
-    { url = "https://files.pythonhosted.org/packages/79/b6/e6a5665d43a7c42467138c8a2549be432bad22cbd206f5ec87162de74bd7/regex-2026.1.15-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18388a62989c72ac24de75f1449d0fb0b04dfccd0a1a7c1c43af5eb503d890f6", size = 803583, upload-time = "2026-01-14T23:15:26.526Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/53/7cd478222169d85d74d7437e74750005e993f52f335f7c04ff7adfda3310/regex-2026.1.15-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6d220a2517f5893f55daac983bfa9fe998a7dbcaee4f5d27a88500f8b7873788", size = 775782, upload-time = "2026-01-14T23:15:29.352Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/b5/75f9a9ee4b03a7c009fe60500fe550b45df94f0955ca29af16333ef557c5/regex-2026.1.15-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c9c08c2fbc6120e70abff5d7f28ffb4d969e14294fb2143b4b5c7d20e46d1714", size = 787978, upload-time = "2026-01-14T23:15:31.295Z" },
-    { url = "https://files.pythonhosted.org/packages/72/b3/79821c826245bbe9ccbb54f6eadb7879c722fd3e0248c17bfc90bf54e123/regex-2026.1.15-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:7ef7d5d4bd49ec7364315167a4134a015f61e8266c6d446fc116a9ac4456e10d", size = 858550, upload-time = "2026-01-14T23:15:33.558Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/85/2ab5f77a1c465745bfbfcb3ad63178a58337ae8d5274315e2cc623a822fa/regex-2026.1.15-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:6e42844ad64194fa08d5ccb75fe6a459b9b08e6d7296bd704460168d58a388f3", size = 763747, upload-time = "2026-01-14T23:15:35.206Z" },
-    { url = "https://files.pythonhosted.org/packages/6d/84/c27df502d4bfe2873a3e3a7cf1bdb2b9cc10284d1a44797cf38bed790470/regex-2026.1.15-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:cfecdaa4b19f9ca534746eb3b55a5195d5c95b88cac32a205e981ec0a22b7d31", size = 850615, upload-time = "2026-01-14T23:15:37.523Z" },
-    { url = "https://files.pythonhosted.org/packages/7d/b7/658a9782fb253680aa8ecb5ccbb51f69e088ed48142c46d9f0c99b46c575/regex-2026.1.15-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:08df9722d9b87834a3d701f3fca570b2be115654dbfd30179f30ab2f39d606d3", size = 789951, upload-time = "2026-01-14T23:15:39.582Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/2a/5928af114441e059f15b2f63e188bd00c6529b3051c974ade7444b85fcda/regex-2026.1.15-cp313-cp313-win32.whl", hash = "sha256:d426616dae0967ca225ab12c22274eb816558f2f99ccb4a1d52ca92e8baf180f", size = 266275, upload-time = "2026-01-14T23:15:42.108Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/16/5bfbb89e435897bff28cf0352a992ca719d9e55ebf8b629203c96b6ce4f7/regex-2026.1.15-cp313-cp313-win_amd64.whl", hash = "sha256:febd38857b09867d3ed3f4f1af7d241c5c50362e25ef43034995b77a50df494e", size = 277145, upload-time = "2026-01-14T23:15:44.244Z" },
-    { url = "https://files.pythonhosted.org/packages/56/c1/a09ff7392ef4233296e821aec5f78c51be5e91ffde0d163059e50fd75835/regex-2026.1.15-cp313-cp313-win_arm64.whl", hash = "sha256:8e32f7896f83774f91499d239e24cebfadbc07639c1494bb7213983842348337", size = 270411, upload-time = "2026-01-14T23:15:45.858Z" },
-    { url = "https://files.pythonhosted.org/packages/3c/38/0cfd5a78e5c6db00e6782fdae70458f89850ce95baa5e8694ab91d89744f/regex-2026.1.15-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:ec94c04149b6a7b8120f9f44565722c7ae31b7a6d2275569d2eefa76b83da3be", size = 492068, upload-time = "2026-01-14T23:15:47.616Z" },
-    { url = "https://files.pythonhosted.org/packages/50/72/6c86acff16cb7c959c4355826bbf06aad670682d07c8f3998d9ef4fee7cd/regex-2026.1.15-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:40c86d8046915bb9aeb15d3f3f15b6fd500b8ea4485b30e1bbc799dab3fe29f8", size = 292756, upload-time = "2026-01-14T23:15:49.307Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/58/df7fb69eadfe76526ddfce28abdc0af09ffe65f20c2c90932e89d705153f/regex-2026.1.15-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:726ea4e727aba21643205edad8f2187ec682d3305d790f73b7a51c7587b64bdd", size = 291114, upload-time = "2026-01-14T23:15:51.484Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/6c/a4011cd1cf96b90d2cdc7e156f91efbd26531e822a7fbb82a43c1016678e/regex-2026.1.15-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1cb740d044aff31898804e7bf1181cc72c03d11dfd19932b9911ffc19a79070a", size = 807524, upload-time = "2026-01-14T23:15:53.102Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/25/a53ffb73183f69c3e9f4355c4922b76d2840aee160af6af5fac229b6201d/regex-2026.1.15-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:05d75a668e9ea16f832390d22131fe1e8acc8389a694c8febc3e340b0f810b93", size = 873455, upload-time = "2026-01-14T23:15:54.956Z" },
-    { url = "https://files.pythonhosted.org/packages/66/0b/8b47fc2e8f97d9b4a851736f3890a5f786443aa8901061c55f24c955f45b/regex-2026.1.15-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d991483606f3dbec93287b9f35596f41aa2e92b7c2ebbb935b63f409e243c9af", size = 915007, upload-time = "2026-01-14T23:15:57.041Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/fa/97de0d681e6d26fabe71968dbee06dd52819e9a22fdce5dac7256c31ed84/regex-2026.1.15-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:194312a14819d3e44628a44ed6fea6898fdbecb0550089d84c403475138d0a09", size = 812794, upload-time = "2026-01-14T23:15:58.916Z" },
-    { url = "https://files.pythonhosted.org/packages/22/38/e752f94e860d429654aa2b1c51880bff8dfe8f084268258adf9151cf1f53/regex-2026.1.15-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fe2fda4110a3d0bc163c2e0664be44657431440722c5c5315c65155cab92f9e5", size = 781159, upload-time = "2026-01-14T23:16:00.817Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/a7/d739ffaef33c378fc888302a018d7f81080393d96c476b058b8c64fd2b0d/regex-2026.1.15-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:124dc36c85d34ef2d9164da41a53c1c8c122cfb1f6e1ec377a1f27ee81deb794", size = 795558, upload-time = "2026-01-14T23:16:03.267Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/c4/542876f9a0ac576100fc73e9c75b779f5c31e3527576cfc9cb3009dcc58a/regex-2026.1.15-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:a1774cd1981cd212506a23a14dba7fdeaee259f5deba2df6229966d9911e767a", size = 868427, upload-time = "2026-01-14T23:16:05.646Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/0f/d5655bea5b22069e32ae85a947aa564912f23758e112cdb74212848a1a1b/regex-2026.1.15-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:b5f7d8d2867152cdb625e72a530d2ccb48a3d199159144cbdd63870882fb6f80", size = 769939, upload-time = "2026-01-14T23:16:07.542Z" },
-    { url = "https://files.pythonhosted.org/packages/20/06/7e18a4fa9d326daeda46d471a44ef94201c46eaa26dbbb780b5d92cbfdda/regex-2026.1.15-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:492534a0ab925d1db998defc3c302dae3616a2fc3fe2e08db1472348f096ddf2", size = 854753, upload-time = "2026-01-14T23:16:10.395Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/67/dc8946ef3965e166f558ef3b47f492bc364e96a265eb4a2bb3ca765c8e46/regex-2026.1.15-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c661fc820cfb33e166bf2450d3dadbda47c8d8981898adb9b6fe24e5e582ba60", size = 799559, upload-time = "2026-01-14T23:16:12.347Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/61/1bba81ff6d50c86c65d9fd84ce9699dd106438ee4cdb105bf60374ee8412/regex-2026.1.15-cp313-cp313t-win32.whl", hash = "sha256:99ad739c3686085e614bf77a508e26954ff1b8f14da0e3765ff7abbf7799f952", size = 268879, upload-time = "2026-01-14T23:16:14.049Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/5e/cef7d4c5fb0ea3ac5c775fd37db5747f7378b29526cc83f572198924ff47/regex-2026.1.15-cp313-cp313t-win_amd64.whl", hash = "sha256:32655d17905e7ff8ba5c764c43cb124e34a9245e45b83c22e81041e1071aee10", size = 280317, upload-time = "2026-01-14T23:16:15.718Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/52/4317f7a5988544e34ab57b4bde0f04944c4786128c933fb09825924d3e82/regex-2026.1.15-cp313-cp313t-win_arm64.whl", hash = "sha256:b2a13dd6a95e95a489ca242319d18fc02e07ceb28fa9ad146385194d95b3c829", size = 271551, upload-time = "2026-01-14T23:16:17.533Z" },
-    { url = "https://files.pythonhosted.org/packages/52/0a/47fa888ec7cbbc7d62c5f2a6a888878e76169170ead271a35239edd8f0e8/regex-2026.1.15-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:d920392a6b1f353f4aa54328c867fec3320fa50657e25f64abf17af054fc97ac", size = 489170, upload-time = "2026-01-14T23:16:19.835Z" },
-    { url = "https://files.pythonhosted.org/packages/ac/c4/d000e9b7296c15737c9301708e9e7fbdea009f8e93541b6b43bdb8219646/regex-2026.1.15-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:b5a28980a926fa810dbbed059547b02783952e2efd9c636412345232ddb87ff6", size = 291146, upload-time = "2026-01-14T23:16:21.541Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/b6/921cc61982e538682bdf3bdf5b2c6ab6b34368da1f8e98a6c1ddc503c9cf/regex-2026.1.15-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:621f73a07595d83f28952d7bd1e91e9d1ed7625fb7af0064d3516674ec93a2a2", size = 288986, upload-time = "2026-01-14T23:16:23.381Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/33/eb7383dde0bbc93f4fb9d03453aab97e18ad4024ac7e26cef8d1f0a2cff0/regex-2026.1.15-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3d7d92495f47567a9b1669c51fc8d6d809821849063d168121ef801bbc213846", size = 799098, upload-time = "2026-01-14T23:16:25.088Z" },
-    { url = "https://files.pythonhosted.org/packages/27/56/b664dccae898fc8d8b4c23accd853f723bde0f026c747b6f6262b688029c/regex-2026.1.15-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8dd16fba2758db7a3780a051f245539c4451ca20910f5a5e6ea1c08d06d4a76b", size = 864980, upload-time = "2026-01-14T23:16:27.297Z" },
-    { url = "https://files.pythonhosted.org/packages/16/40/0999e064a170eddd237bae9ccfcd8f28b3aa98a38bf727a086425542a4fc/regex-2026.1.15-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:1e1808471fbe44c1a63e5f577a1d5f02fe5d66031dcbdf12f093ffc1305a858e", size = 911607, upload-time = "2026-01-14T23:16:29.235Z" },
-    { url = "https://files.pythonhosted.org/packages/07/78/c77f644b68ab054e5a674fb4da40ff7bffb2c88df58afa82dbf86573092d/regex-2026.1.15-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0751a26ad39d4f2ade8fe16c59b2bf5cb19eb3d2cd543e709e583d559bd9efde", size = 803358, upload-time = "2026-01-14T23:16:31.369Z" },
-    { url = "https://files.pythonhosted.org/packages/27/31/d4292ea8566eaa551fafc07797961c5963cf5235c797cc2ae19b85dfd04d/regex-2026.1.15-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0f0c7684c7f9ca241344ff95a1de964f257a5251968484270e91c25a755532c5", size = 775833, upload-time = "2026-01-14T23:16:33.141Z" },
-    { url = "https://files.pythonhosted.org/packages/ce/b2/cff3bf2fea4133aa6fb0d1e370b37544d18c8350a2fa118c7e11d1db0e14/regex-2026.1.15-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:74f45d170a21df41508cb67165456538425185baaf686281fa210d7e729abc34", size = 788045, upload-time = "2026-01-14T23:16:35.005Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/99/2cb9b69045372ec877b6f5124bda4eb4253bc58b8fe5848c973f752bc52c/regex-2026.1.15-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:f1862739a1ffb50615c0fde6bae6569b5efbe08d98e59ce009f68a336f64da75", size = 859374, upload-time = "2026-01-14T23:16:36.919Z" },
-    { url = "https://files.pythonhosted.org/packages/09/16/710b0a5abe8e077b1729a562d2f297224ad079f3a66dce46844c193416c8/regex-2026.1.15-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:453078802f1b9e2b7303fb79222c054cb18e76f7bdc220f7530fdc85d319f99e", size = 763940, upload-time = "2026-01-14T23:16:38.685Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/d1/7585c8e744e40eb3d32f119191969b91de04c073fca98ec14299041f6e7e/regex-2026.1.15-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:a30a68e89e5a218b8b23a52292924c1f4b245cb0c68d1cce9aec9bbda6e2c160", size = 850112, upload-time = "2026-01-14T23:16:40.646Z" },
-    { url = "https://files.pythonhosted.org/packages/af/d6/43e1dd85df86c49a347aa57c1f69d12c652c7b60e37ec162e3096194a278/regex-2026.1.15-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:9479cae874c81bf610d72b85bb681a94c95722c127b55445285fb0e2c82db8e1", size = 789586, upload-time = "2026-01-14T23:16:42.799Z" },
-    { url = "https://files.pythonhosted.org/packages/93/38/77142422f631e013f316aaae83234c629555729a9fbc952b8a63ac91462a/regex-2026.1.15-cp314-cp314-win32.whl", hash = "sha256:d639a750223132afbfb8f429c60d9d318aeba03281a5f1ab49f877456448dcf1", size = 271691, upload-time = "2026-01-14T23:16:44.671Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/a9/ab16b4649524ca9e05213c1cdbb7faa85cc2aa90a0230d2f796cbaf22736/regex-2026.1.15-cp314-cp314-win_amd64.whl", hash = "sha256:4161d87f85fa831e31469bfd82c186923070fc970b9de75339b68f0c75b51903", size = 280422, upload-time = "2026-01-14T23:16:46.607Z" },
-    { url = "https://files.pythonhosted.org/packages/be/2a/20fd057bf3521cb4791f69f869635f73e0aaf2b9ad2d260f728144f9047c/regex-2026.1.15-cp314-cp314-win_arm64.whl", hash = "sha256:91c5036ebb62663a6b3999bdd2e559fd8456d17e2b485bf509784cd31a8b1705", size = 273467, upload-time = "2026-01-14T23:16:48.967Z" },
-    { url = "https://files.pythonhosted.org/packages/ad/77/0b1e81857060b92b9cad239104c46507dd481b3ff1fa79f8e7f865aae38a/regex-2026.1.15-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:ee6854c9000a10938c79238de2379bea30c82e4925a371711af45387df35cab8", size = 492073, upload-time = "2026-01-14T23:16:51.154Z" },
-    { url = "https://files.pythonhosted.org/packages/70/f3/f8302b0c208b22c1e4f423147e1913fd475ddd6230565b299925353de644/regex-2026.1.15-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2c2b80399a422348ce5de4fe40c418d6299a0fa2803dd61dc0b1a2f28e280fcf", size = 292757, upload-time = "2026-01-14T23:16:53.08Z" },
-    { url = "https://files.pythonhosted.org/packages/bf/f0/ef55de2460f3b4a6da9d9e7daacd0cb79d4ef75c64a2af316e68447f0df0/regex-2026.1.15-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:dca3582bca82596609959ac39e12b7dad98385b4fefccb1151b937383cec547d", size = 291122, upload-time = "2026-01-14T23:16:55.383Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/55/bb8ccbacabbc3a11d863ee62a9f18b160a83084ea95cdfc5d207bfc3dd75/regex-2026.1.15-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ef71d476caa6692eea743ae5ea23cde3260677f70122c4d258ca952e5c2d4e84", size = 807761, upload-time = "2026-01-14T23:16:57.251Z" },
-    { url = "https://files.pythonhosted.org/packages/8f/84/f75d937f17f81e55679a0509e86176e29caa7298c38bd1db7ce9c0bf6075/regex-2026.1.15-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c243da3436354f4af6c3058a3f81a97d47ea52c9bd874b52fd30274853a1d5df", size = 873538, upload-time = "2026-01-14T23:16:59.349Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/d9/0da86327df70349aa8d86390da91171bd3ca4f0e7c1d1d453a9c10344da3/regex-2026.1.15-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8355ad842a7c7e9e5e55653eade3b7d1885ba86f124dd8ab1f722f9be6627434", size = 915066, upload-time = "2026-01-14T23:17:01.607Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/5e/f660fb23fc77baa2a61aa1f1fe3a4eea2bbb8a286ddec148030672e18834/regex-2026.1.15-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f192a831d9575271a22d804ff1a5355355723f94f31d9eef25f0d45a152fdc1a", size = 812938, upload-time = "2026-01-14T23:17:04.366Z" },
-    { url = "https://files.pythonhosted.org/packages/69/33/a47a29bfecebbbfd1e5cd3f26b28020a97e4820f1c5148e66e3b7d4b4992/regex-2026.1.15-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:166551807ec20d47ceaeec380081f843e88c8949780cd42c40f18d16168bed10", size = 781314, upload-time = "2026-01-14T23:17:06.378Z" },
-    { url = "https://files.pythonhosted.org/packages/65/ec/7ec2bbfd4c3f4e494a24dec4c6943a668e2030426b1b8b949a6462d2c17b/regex-2026.1.15-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:f9ca1cbdc0fbfe5e6e6f8221ef2309988db5bcede52443aeaee9a4ad555e0dac", size = 795652, upload-time = "2026-01-14T23:17:08.521Z" },
-    { url = "https://files.pythonhosted.org/packages/46/79/a5d8651ae131fe27d7c521ad300aa7f1c7be1dbeee4d446498af5411b8a9/regex-2026.1.15-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:b30bcbd1e1221783c721483953d9e4f3ab9c5d165aa709693d3f3946747b1aea", size = 868550, upload-time = "2026-01-14T23:17:10.573Z" },
-    { url = "https://files.pythonhosted.org/packages/06/b7/25635d2809664b79f183070786a5552dd4e627e5aedb0065f4e3cf8ee37d/regex-2026.1.15-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:2a8d7b50c34578d0d3bf7ad58cde9652b7d683691876f83aedc002862a35dc5e", size = 769981, upload-time = "2026-01-14T23:17:12.871Z" },
-    { url = "https://files.pythonhosted.org/packages/16/8b/fc3fcbb2393dcfa4a6c5ffad92dc498e842df4581ea9d14309fcd3c55fb9/regex-2026.1.15-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:9d787e3310c6a6425eb346be4ff2ccf6eece63017916fd77fe8328c57be83521", size = 854780, upload-time = "2026-01-14T23:17:14.837Z" },
-    { url = "https://files.pythonhosted.org/packages/d0/38/dde117c76c624713c8a2842530be9c93ca8b606c0f6102d86e8cd1ce8bea/regex-2026.1.15-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:619843841e220adca114118533a574a9cd183ed8a28b85627d2844c500a2b0db", size = 799778, upload-time = "2026-01-14T23:17:17.369Z" },
-    { url = "https://files.pythonhosted.org/packages/e3/0d/3a6cfa9ae99606afb612d8fb7a66b245a9d5ff0f29bb347c8a30b6ad561b/regex-2026.1.15-cp314-cp314t-win32.whl", hash = "sha256:e90b8db97f6f2c97eb045b51a6b2c5ed69cedd8392459e0642d4199b94fabd7e", size = 274667, upload-time = "2026-01-14T23:17:19.301Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/b2/297293bb0742fd06b8d8e2572db41a855cdf1cae0bf009b1cb74fe07e196/regex-2026.1.15-cp314-cp314t-win_amd64.whl", hash = "sha256:5ef19071f4ac9f0834793af85bd04a920b4407715624e40cb7a0631a11137cdf", size = 284386, upload-time = "2026-01-14T23:17:21.231Z" },
-    { url = "https://files.pythonhosted.org/packages/95/e4/a3b9480c78cf8ee86626cb06f8d931d74d775897d44201ccb813097ae697/regex-2026.1.15-cp314-cp314t-win_arm64.whl", hash = "sha256:ca89c5e596fc05b015f27561b3793dc2fa0917ea0d7507eebb448efd35274a70", size = 274837, upload-time = "2026-01-14T23:17:23.146Z" },
+version = "2026.2.19"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ff/c0/d8079d4f6342e4cec5c3e7d7415b5cd3e633d5f4124f7a4626908dbe84c7/regex-2026.2.19.tar.gz", hash = "sha256:6fb8cb09b10e38f3ae17cc6dc04a1df77762bd0351b6ba9041438e7cc85ec310", size = 414973, upload-time = "2026-02-19T19:03:47.899Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/af/de/f10b4506acfd684de4e42b0aa56ccea1a778a18864da8f6d319a40591062/regex-2026.2.19-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f5a37a17d110f9d5357a43aa7e3507cb077bf3143d1c549a45c4649e90e40a70", size = 488369, upload-time = "2026-02-19T18:59:45.01Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/2f/b4eaef1f0b4d0bf2a73eaf07c08f6c13422918a4180c9211ce0521746d0c/regex-2026.2.19-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:676c4e6847a83a1d5732b4ed553881ad36f0a8133627bb695a89ecf3571499d3", size = 290743, upload-time = "2026-02-19T18:59:48.527Z" },
+    { url = "https://files.pythonhosted.org/packages/76/7c/805413bd0a88d04688c0725c222cfb811bd54a2f571004c24199a1ae55d6/regex-2026.2.19-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:82336faeecac33297cd42857c3b36f12b91810e3fdd276befdd128f73a2b43fa", size = 288652, upload-time = "2026-02-19T18:59:50.2Z" },
+    { url = "https://files.pythonhosted.org/packages/08/ff/2c4cd530a878b1975398e76faef4285f11e7c9ccf1aaedfd528bfcc1f580/regex-2026.2.19-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:52136f5b71f095cb74b736cc3a1b578030dada2e361ef2f07ca582240b703946", size = 781759, upload-time = "2026-02-19T18:59:51.836Z" },
+    { url = "https://files.pythonhosted.org/packages/37/45/9608ab1b41f6740ff4076eabadde8e8b3f3400942b348ac41e8599ccc131/regex-2026.2.19-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4192464fe3e6cb0ef6751f7d3b16f886d8270d359ed1590dd555539d364f0ff7", size = 850947, upload-time = "2026-02-19T18:59:53.739Z" },
+    { url = "https://files.pythonhosted.org/packages/90/3a/66471b6c4f7cac17e14bf5300e46661bba2b17ffb0871bd2759e837a6f82/regex-2026.2.19-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e561dd47a85d2660d3d3af4e6cb2da825cf20f121e577147963f875b83d32786", size = 898794, upload-time = "2026-02-19T18:59:55.993Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/d2/38c53929a5931f7398e5e49f5a5a3079cb2aba30119b4350608364cfad8c/regex-2026.2.19-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00ec994d7824bf01cd6c7d14c7a6a04d9aeaf7c42a2bc22d2359d715634d539b", size = 791922, upload-time = "2026-02-19T18:59:58.216Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/bd/b046e065630fa25059d9c195b7b5308ea94da45eee65d40879772500f74c/regex-2026.2.19-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2cb00aabd96b345d56a8c2bc328c8d6c4d29935061e05078bf1f02302e12abf5", size = 783345, upload-time = "2026-02-19T18:59:59.948Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/8f/045c643d2fa255a985e8f87d848e4be230b711a8935e4bdc58e60b8f7b84/regex-2026.2.19-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f374366ed35673ea81b86a8859c457d4fae6ba092b71024857e9e237410c7404", size = 768055, upload-time = "2026-02-19T19:00:01.65Z" },
+    { url = "https://files.pythonhosted.org/packages/72/9f/ab7ae9f5447559562f1a788bbc85c0e526528c5e6c20542d18e4afc86aad/regex-2026.2.19-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f9417fd853fcd00b7d55167e692966dd12d95ba1a88bf08a62002ccd85030790", size = 774955, upload-time = "2026-02-19T19:00:03.368Z" },
+    { url = "https://files.pythonhosted.org/packages/37/5c/f16fc23c56f60b6f4ff194604a6e53bb8aec7b6e8e4a23a482dee8d77235/regex-2026.2.19-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:12e86a01594031abf892686fcb309b041bf3de3d13d99eb7e2b02a8f3c687df1", size = 846010, upload-time = "2026-02-19T19:00:05.079Z" },
+    { url = "https://files.pythonhosted.org/packages/51/c8/6be4c854135d7c9f35d4deeafdaf124b039ecb4ffcaeb7ed0495ad2c97ca/regex-2026.2.19-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:79014115e6fdf18fd9b32e291d58181bf42d4298642beaa13fd73e69810e4cb6", size = 755938, upload-time = "2026-02-19T19:00:07.148Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/8d/f683d49b9663a5324b95a328e69d397f6dade7cb84154eec116bf79fe150/regex-2026.2.19-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:31aefac2506967b7dd69af2c58eca3cc8b086d4110b66d6ac6e9026f0ee5b697", size = 835773, upload-time = "2026-02-19T19:00:08.939Z" },
+    { url = "https://files.pythonhosted.org/packages/16/cd/619224b90da09f167fe4497c350a0d0b30edc539ee9244bf93e604c073c3/regex-2026.2.19-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:49cef7bb2a491f91a8869c7cdd90babf0a417047ab0bf923cd038ed2eab2ccb8", size = 780075, upload-time = "2026-02-19T19:00:10.838Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/88/19cfb0c262d6f9d722edef29157125418bf90eb3508186bf79335afeedae/regex-2026.2.19-cp310-cp310-win32.whl", hash = "sha256:3a039474986e7a314ace6efb9ce52f5da2bdb80ac4955358723d350ec85c32ad", size = 266004, upload-time = "2026-02-19T19:00:12.371Z" },
+    { url = "https://files.pythonhosted.org/packages/82/af/5b487e0287ef72545d7ae92edecdacbe3d44e531cac24fda7de5598ba8dd/regex-2026.2.19-cp310-cp310-win_amd64.whl", hash = "sha256:5b81ff4f9cad99f90c807a00c5882fbcda86d8b3edd94e709fb531fc52cb3d25", size = 277895, upload-time = "2026-02-19T19:00:13.75Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/19/b6715a187ffca4d2979af92a46ce922445ba41f910bf187ccd666a2d52ef/regex-2026.2.19-cp310-cp310-win_arm64.whl", hash = "sha256:a032bc01a4bc73fc3cadba793fce28eb420da39338f47910c59ffcc11a5ba5ef", size = 270465, upload-time = "2026-02-19T19:00:15.127Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/93/43f405a98f54cc59c786efb4fc0b644615ed2392fc89d57d30da11f35b5b/regex-2026.2.19-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:93b16a18cadb938f0f2306267161d57eb33081a861cee9ffcd71e60941eb5dfc", size = 488365, upload-time = "2026-02-19T19:00:17.857Z" },
+    { url = "https://files.pythonhosted.org/packages/66/46/da0efce22cd8f5ae28eeb25ac69703f49edcad3331ac22440776f4ea0867/regex-2026.2.19-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:78af1e499cab704131f6f4e2f155b7f54ce396ca2acb6ef21a49507e4752e0be", size = 290737, upload-time = "2026-02-19T19:00:19.869Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/19/f735078448132c1c974974d30d5306337bc297fe6b6f126164bff72c1019/regex-2026.2.19-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:eb20c11aa4c3793c9ad04c19a972078cdadb261b8429380364be28e867a843f2", size = 288654, upload-time = "2026-02-19T19:00:21.307Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/3e/6d7c24a2f423c03ad03e3fbddefa431057186ac1c4cb4fa98b03c7f39808/regex-2026.2.19-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:db5fd91eec71e7b08de10011a2223d0faa20448d4e1380b9daa179fa7bf58906", size = 793785, upload-time = "2026-02-19T19:00:22.926Z" },
+    { url = "https://files.pythonhosted.org/packages/67/32/fdb8107504b3122a79bde6705ac1f9d495ed1fe35b87d7cfc1864471999a/regex-2026.2.19-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:fdbade8acba71bb45057c2b72f477f0b527c4895f9c83e6cfc30d4a006c21726", size = 860731, upload-time = "2026-02-19T19:00:25.196Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/fd/cc8c6f05868defd840be6e75919b1c3f462357969ac2c2a0958363b4dc23/regex-2026.2.19-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:31a5f561eb111d6aae14202e7043fb0b406d3c8dddbbb9e60851725c9b38ab1d", size = 907350, upload-time = "2026-02-19T19:00:27.093Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/1b/4590db9caa8db3d5a3fe31197c4e42c15aab3643b549ef6a454525fa3a61/regex-2026.2.19-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4584a3ee5f257b71e4b693cc9be3a5104249399f4116fe518c3f79b0c6fc7083", size = 800628, upload-time = "2026-02-19T19:00:29.392Z" },
+    { url = "https://files.pythonhosted.org/packages/76/05/513eaa5b96fa579fd0b813e19ec047baaaf573d7374ff010fa139b384bf7/regex-2026.2.19-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:196553ba2a2f47904e5dc272d948a746352e2644005627467e055be19d73b39e", size = 773711, upload-time = "2026-02-19T19:00:30.996Z" },
+    { url = "https://files.pythonhosted.org/packages/95/65/5aed06d8c54563d37fea496cf888be504879a3981a7c8e12c24b2c92c209/regex-2026.2.19-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:0c10869d18abb759a3317c757746cc913d6324ce128b8bcec99350df10419f18", size = 783186, upload-time = "2026-02-19T19:00:34.598Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/57/79a633ad90f2371b4ef9cd72ba3a69a1a67d0cfaab4fe6fa8586d46044ef/regex-2026.2.19-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e689fed279cbe797a6b570bd18ff535b284d057202692c73420cb93cca41aa32", size = 854854, upload-time = "2026-02-19T19:00:37.306Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/2d/0f113d477d9e91ec4545ec36c82e58be25038d06788229c91ad52da2b7f5/regex-2026.2.19-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:0782bd983f19ac7594039c9277cd6f75c89598c1d72f417e4d30d874105eb0c7", size = 762279, upload-time = "2026-02-19T19:00:39.793Z" },
+    { url = "https://files.pythonhosted.org/packages/39/cb/237e9fa4f61469fd4f037164dbe8e675a376c88cf73aaaa0aedfd305601c/regex-2026.2.19-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:dbb240c81cfed5d4a67cb86d7676d9f7ec9c3f186310bec37d8a1415210e111e", size = 846172, upload-time = "2026-02-19T19:00:42.134Z" },
+    { url = "https://files.pythonhosted.org/packages/ac/7c/104779c5915cc4eb557a33590f8a3f68089269c64287dd769afd76c7ce61/regex-2026.2.19-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:80d31c3f1fe7e4c6cd1831cd4478a0609903044dfcdc4660abfe6fb307add7f0", size = 789078, upload-time = "2026-02-19T19:00:43.908Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/4a/eae4e88b1317fb2ff57794915e0099198f51e760f6280b320adfa0ad396d/regex-2026.2.19-cp311-cp311-win32.whl", hash = "sha256:66e6a43225ff1064f8926adbafe0922b370d381c3330edaf9891cade52daa790", size = 266013, upload-time = "2026-02-19T19:00:47.274Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/29/ba89eb8fae79705e07ad1bd69e568f776159d2a8093c9dbc5303ee618298/regex-2026.2.19-cp311-cp311-win_amd64.whl", hash = "sha256:59a7a5216485a1896c5800e9feb8ff9213e11967b482633b6195d7da11450013", size = 277906, upload-time = "2026-02-19T19:00:49.011Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/1a/042d8f04b28e318df92df69d8becb0f42221eb3dd4fe5e976522f4337c76/regex-2026.2.19-cp311-cp311-win_arm64.whl", hash = "sha256:ec661807ffc14c8d14bb0b8c1bb3d5906e476bc96f98b565b709d03962ee4dd4", size = 270463, upload-time = "2026-02-19T19:00:50.988Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/73/13b39c7c9356f333e564ab4790b6cb0df125b8e64e8d6474e73da49b1955/regex-2026.2.19-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:c1665138776e4ac1aa75146669236f7a8a696433ec4e525abf092ca9189247cc", size = 489541, upload-time = "2026-02-19T19:00:52.728Z" },
+    { url = "https://files.pythonhosted.org/packages/15/77/fcc7bd9a67000d07fbcc11ed226077287a40d5c84544e62171d29d3ef59c/regex-2026.2.19-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d792b84709021945597e05656aac059526df4e0c9ef60a0eaebb306f8fafcaa8", size = 291414, upload-time = "2026-02-19T19:00:54.51Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/87/3997fc72dc59233426ef2e18dfdd105bb123812fff740ee9cc348f1a3243/regex-2026.2.19-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:db970bcce4d63b37b3f9eb8c893f0db980bbf1d404a1d8d2b17aa8189de92c53", size = 289140, upload-time = "2026-02-19T19:00:56.841Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/d0/b7dd3883ed1cff8ee0c0c9462d828aaf12be63bf5dc55453cbf423523b13/regex-2026.2.19-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:03d706fbe7dfec503c8c3cb76f9352b3e3b53b623672aa49f18a251a6c71b8e6", size = 798767, upload-time = "2026-02-19T19:00:59.014Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/7e/8e2d09103832891b2b735a2515abf377db21144c6dd5ede1fb03c619bf09/regex-2026.2.19-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8dbff048c042beef60aa1848961384572c5afb9e8b290b0f1203a5c42cf5af65", size = 864436, upload-time = "2026-02-19T19:01:00.772Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/2e/afea8d23a6db1f67f45e3a0da3057104ce32e154f57dd0c8997274d45fcd/regex-2026.2.19-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ccaaf9b907ea6b4223d5cbf5fa5dff5f33dc66f4907a25b967b8a81339a6e332", size = 912391, upload-time = "2026-02-19T19:01:02.865Z" },
+    { url = "https://files.pythonhosted.org/packages/59/3c/ea5a4687adaba5e125b9bd6190153d0037325a0ba3757cc1537cc2c8dd90/regex-2026.2.19-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:75472631eee7898e16a8a20998d15106cb31cfde21cdf96ab40b432a7082af06", size = 803702, upload-time = "2026-02-19T19:01:05.298Z" },
+    { url = "https://files.pythonhosted.org/packages/dc/c5/624a0705e8473a26488ec1a3a4e0b8763ecfc682a185c302dfec71daea35/regex-2026.2.19-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d89f85a5ccc0cec125c24be75610d433d65295827ebaf0d884cbe56df82d4774", size = 775980, upload-time = "2026-02-19T19:01:07.047Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/4b/ed776642533232b5599b7c1f9d817fe11faf597e8a92b7a44b841daaae76/regex-2026.2.19-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0d9f81806abdca3234c3dd582b8a97492e93de3602c8772013cb4affa12d1668", size = 788122, upload-time = "2026-02-19T19:01:08.744Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/58/e93e093921d13b9784b4f69896b6e2a9e09580a265c59d9eb95e87d288f2/regex-2026.2.19-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:9dadc10d1c2bbb1326e572a226d2ec56474ab8aab26fdb8cf19419b372c349a9", size = 858910, upload-time = "2026-02-19T19:01:10.488Z" },
+    { url = "https://files.pythonhosted.org/packages/85/77/ff1d25a0c56cd546e0455cbc93235beb33474899690e6a361fa6b52d265b/regex-2026.2.19-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:6bc25d7e15f80c9dc7853cbb490b91c1ec7310808b09d56bd278fe03d776f4f6", size = 764153, upload-time = "2026-02-19T19:01:12.156Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/ef/8ec58df26d52d04443b1dc56f9be4b409f43ed5ae6c0248a287f52311fc4/regex-2026.2.19-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:965d59792f5037d9138da6fed50ba943162160443b43d4895b182551805aff9c", size = 850348, upload-time = "2026-02-19T19:01:14.147Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/b3/c42fd5ed91639ce5a4225b9df909180fc95586db071f2bf7c68d2ccbfbe6/regex-2026.2.19-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:38d88c6ed4a09ed61403dbdf515d969ccba34669af3961ceb7311ecd0cef504a", size = 789977, upload-time = "2026-02-19T19:01:15.838Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/22/bc3b58ebddbfd6ca5633e71fd41829ee931963aad1ebeec55aad0c23044e/regex-2026.2.19-cp312-cp312-win32.whl", hash = "sha256:5df947cabab4b643d4791af5e28aecf6bf62e6160e525651a12eba3d03755e6b", size = 266381, upload-time = "2026-02-19T19:01:17.952Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/4a/6ff550b63e67603ee60e69dc6bd2d5694e85046a558f663b2434bdaeb285/regex-2026.2.19-cp312-cp312-win_amd64.whl", hash = "sha256:4146dc576ea99634ae9c15587d0c43273b4023a10702998edf0fa68ccb60237a", size = 277274, upload-time = "2026-02-19T19:01:19.826Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/29/9ec48b679b1e87e7bc8517dff45351eab38f74fbbda1fbcf0e9e6d4e8174/regex-2026.2.19-cp312-cp312-win_arm64.whl", hash = "sha256:cdc0a80f679353bd68450d2a42996090c30b2e15ca90ded6156c31f1a3b63f3b", size = 270509, upload-time = "2026-02-19T19:01:22.075Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/2d/a849835e76ac88fcf9e8784e642d3ea635d183c4112150ca91499d6703af/regex-2026.2.19-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8df08decd339e8b3f6a2eb5c05c687fe9d963ae91f352bc57beb05f5b2ac6879", size = 489329, upload-time = "2026-02-19T19:01:23.841Z" },
+    { url = "https://files.pythonhosted.org/packages/da/aa/78ff4666d3855490bae87845a5983485e765e1f970da20adffa2937b241d/regex-2026.2.19-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:3aa0944f1dc6e92f91f3b306ba7f851e1009398c84bfd370633182ee4fc26a64", size = 291308, upload-time = "2026-02-19T19:01:25.605Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/58/714384efcc07ae6beba528a541f6e99188c5cc1bc0295337f4e8a868296d/regex-2026.2.19-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c13228fbecb03eadbfd8f521732c5fda09ef761af02e920a3148e18ad0e09968", size = 289033, upload-time = "2026-02-19T19:01:27.243Z" },
+    { url = "https://files.pythonhosted.org/packages/75/ec/6438a9344d2869cf5265236a06af1ca6d885e5848b6561e10629bc8e5a11/regex-2026.2.19-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0d0e72703c60d68b18b27cde7cdb65ed2570ae29fb37231aa3076bfb6b1d1c13", size = 798798, upload-time = "2026-02-19T19:01:28.877Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/be/b1ce2d395e3fd2ce5f2fde2522f76cade4297cfe84cd61990ff48308749c/regex-2026.2.19-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:46e69a4bf552e30e74a8aa73f473c87efcb7f6e8c8ece60d9fd7bf13d5c86f02", size = 864444, upload-time = "2026-02-19T19:01:30.933Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/97/a3406460c504f7136f140d9461960c25f058b0240e4424d6fb73c7a067ab/regex-2026.2.19-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8edda06079bd770f7f0cf7f3bba1a0b447b96b4a543c91fe0c142d034c166161", size = 912633, upload-time = "2026-02-19T19:01:32.744Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/d9/e5dbef95008d84e9af1dc0faabbc34a7fbc8daa05bc5807c5cf86c2bec49/regex-2026.2.19-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9cbc69eae834afbf634f7c902fc72ff3e993f1c699156dd1af1adab5d06b7fe7", size = 803718, upload-time = "2026-02-19T19:01:34.61Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/e5/61d80132690a1ef8dc48e0f44248036877aebf94235d43f63a20d1598888/regex-2026.2.19-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bcf57d30659996ee5c7937999874504c11b5a068edc9515e6a59221cc2744dd1", size = 775975, upload-time = "2026-02-19T19:01:36.525Z" },
+    { url = "https://files.pythonhosted.org/packages/05/32/ae828b3b312c972cf228b634447de27237d593d61505e6ad84723f8eabba/regex-2026.2.19-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:8e6e77cd92216eb489e21e5652a11b186afe9bdefca8a2db739fd6b205a9e0a4", size = 788129, upload-time = "2026-02-19T19:01:38.498Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/25/d74f34676f22bec401eddf0e5e457296941e10cbb2a49a571ca7a2c16e5a/regex-2026.2.19-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:b9ab8dec42afefa6314ea9b31b188259ffdd93f433d77cad454cd0b8d235ce1c", size = 858818, upload-time = "2026-02-19T19:01:40.409Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/eb/0bc2b01a6b0b264e1406e5ef11cae3f634c3bd1a6e61206fd3227ce8e89c/regex-2026.2.19-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:294c0fb2e87c6bcc5f577c8f609210f5700b993151913352ed6c6af42f30f95f", size = 764186, upload-time = "2026-02-19T19:01:43.009Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/37/5fe5a630d0d99ecf0c3570f8905dafbc160443a2d80181607770086c9812/regex-2026.2.19-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:c0924c64b082d4512b923ac016d6e1dcf647a3560b8a4c7e55cbbd13656cb4ed", size = 850363, upload-time = "2026-02-19T19:01:45.015Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/45/ef68d805294b01ec030cfd388724ba76a5a21a67f32af05b17924520cb0b/regex-2026.2.19-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:790dbf87b0361606cb0d79b393c3e8f4436a14ee56568a7463014565d97da02a", size = 790026, upload-time = "2026-02-19T19:01:47.51Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/3a/40d3b66923dfc5aeba182f194f0ca35d09afe8c031a193e6ae46971a0a0e/regex-2026.2.19-cp313-cp313-win32.whl", hash = "sha256:43cdde87006271be6963896ed816733b10967baaf0e271d529c82e93da66675b", size = 266372, upload-time = "2026-02-19T19:01:49.469Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/f2/39082e8739bfd553497689e74f9d5e5bb531d6f8936d0b94f43e18f219c0/regex-2026.2.19-cp313-cp313-win_amd64.whl", hash = "sha256:127ea69273485348a126ebbf3d6052604d3c7da284f797bba781f364c0947d47", size = 277253, upload-time = "2026-02-19T19:01:51.208Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/c2/852b9600d53fb47e47080c203e2cdc0ac7e84e37032a57e0eaa37446033a/regex-2026.2.19-cp313-cp313-win_arm64.whl", hash = "sha256:5e56c669535ac59cbf96ca1ece0ef26cb66809990cda4fa45e1e32c3b146599e", size = 270505, upload-time = "2026-02-19T19:01:52.865Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/a2/e0b4575b93bc84db3b1fab24183e008691cd2db5c0ef14ed52681fbd94dd/regex-2026.2.19-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:93d881cab5afdc41a005dba1524a40947d6f7a525057aa64aaf16065cf62faa9", size = 492202, upload-time = "2026-02-19T19:01:54.816Z" },
+    { url = "https://files.pythonhosted.org/packages/24/b5/b84fec8cbb5f92a7eed2b6b5353a6a9eed9670fee31817c2da9eb85dc797/regex-2026.2.19-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:80caaa1ddcc942ec7be18427354f9d58a79cee82dea2a6b3d4fd83302e1240d7", size = 292884, upload-time = "2026-02-19T19:01:58.254Z" },
+    { url = "https://files.pythonhosted.org/packages/70/0c/fe89966dfae43da46f475362401f03e4d7dc3a3c955b54f632abc52669e0/regex-2026.2.19-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d793c5b4d2b4c668524cd1651404cfc798d40694c759aec997e196fe9729ec60", size = 291236, upload-time = "2026-02-19T19:01:59.966Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/f7/bda2695134f3e63eb5cccbbf608c2a12aab93d261ff4e2fe49b47fabc948/regex-2026.2.19-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b5100acb20648d9efd3f4e7e91f51187f95f22a741dcd719548a6cf4e1b34b3f", size = 807660, upload-time = "2026-02-19T19:02:01.632Z" },
+    { url = "https://files.pythonhosted.org/packages/11/56/6e3a4bf5e60d17326b7003d91bbde8938e439256dec211d835597a44972d/regex-2026.2.19-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5e3a31e94d10e52a896adaa3adf3621bd526ad2b45b8c2d23d1bbe74c7423007", size = 873585, upload-time = "2026-02-19T19:02:03.522Z" },
+    { url = "https://files.pythonhosted.org/packages/35/5e/c90c6aa4d1317cc11839359479cfdd2662608f339e84e81ba751c8a4e461/regex-2026.2.19-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8497421099b981f67c99eba4154cf0dfd8e47159431427a11cfb6487f7791d9e", size = 915243, upload-time = "2026-02-19T19:02:05.608Z" },
+    { url = "https://files.pythonhosted.org/packages/90/7c/981ea0694116793001496aaf9524e5c99e122ec3952d9e7f1878af3a6bf1/regex-2026.2.19-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1e7a08622f7d51d7a068f7e4052a38739c412a3e74f55817073d2e2418149619", size = 812922, upload-time = "2026-02-19T19:02:08.115Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/be/9eda82afa425370ffdb3fa9f3ea42450b9ae4da3ff0a4ec20466f69e371b/regex-2026.2.19-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8abe671cf0f15c26b1ad389bf4043b068ce7d3b1c5d9313e12895f57d6738555", size = 781318, upload-time = "2026-02-19T19:02:10.072Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/d5/50f0bbe56a8199f60a7b6c714e06e54b76b33d31806a69d0703b23ce2a9e/regex-2026.2.19-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:5a8f28dd32a4ce9c41758d43b5b9115c1c497b4b1f50c457602c1d571fa98ce1", size = 795649, upload-time = "2026-02-19T19:02:11.96Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/09/d039f081e44a8b0134d0bb2dd805b0ddf390b69d0b58297ae098847c572f/regex-2026.2.19-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:654dc41a5ba9b8cc8432b3f1aa8906d8b45f3e9502442a07c2f27f6c63f85db5", size = 868844, upload-time = "2026-02-19T19:02:14.043Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/53/e2903b79a19ec8557fe7cd21cd093956ff2dbc2e0e33969e3adbe5b184dd/regex-2026.2.19-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:4a02faea614e7fdd6ba8b3bec6c8e79529d356b100381cec76e638f45d12ca04", size = 770113, upload-time = "2026-02-19T19:02:16.161Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/e2/784667767b55714ebb4e59bf106362327476b882c0b2f93c25e84cc99b1a/regex-2026.2.19-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d96162140bb819814428800934c7b71b7bffe81fb6da2d6abc1dcca31741eca3", size = 854922, upload-time = "2026-02-19T19:02:18.155Z" },
+    { url = "https://files.pythonhosted.org/packages/59/78/9ef4356bd4aed752775bd18071034979b85f035fec51f3a4f9dea497a254/regex-2026.2.19-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c227f2922153ee42bbeb355fd6d009f8c81d9d7bdd666e2276ce41f53ed9a743", size = 799636, upload-time = "2026-02-19T19:02:20.04Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/54/fcfc9287f20c5c9bd8db755aafe3e8cf4d99a6a3f1c7162ee182e0ca9374/regex-2026.2.19-cp313-cp313t-win32.whl", hash = "sha256:a178df8ec03011153fbcd2c70cb961bc98cbbd9694b28f706c318bee8927c3db", size = 268968, upload-time = "2026-02-19T19:02:22.816Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/a0/ff24c6cb1273e42472706d277147fc38e1f9074a280fb6034b0fc9b69415/regex-2026.2.19-cp313-cp313t-win_amd64.whl", hash = "sha256:2c1693ca6f444d554aa246b592355b5cec030ace5a2729eae1b04ab6e853e768", size = 280390, upload-time = "2026-02-19T19:02:25.231Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/b6/a3f6ad89d780ffdeebb4d5e2e3e30bd2ef1f70f6a94d1760e03dd1e12c60/regex-2026.2.19-cp313-cp313t-win_arm64.whl", hash = "sha256:c0761d7ae8d65773e01515ebb0b304df1bf37a0a79546caad9cbe79a42c12af7", size = 271643, upload-time = "2026-02-19T19:02:27.175Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/e2/7ad4e76a6dddefc0d64dbe12a4d3ca3947a19ddc501f864a5df2a8222ddd/regex-2026.2.19-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:03d191a9bcf94d31af56d2575210cb0d0c6a054dbcad2ea9e00aa4c42903b919", size = 489306, upload-time = "2026-02-19T19:02:29.058Z" },
+    { url = "https://files.pythonhosted.org/packages/14/95/ee1736135733afbcf1846c58671046f99c4d5170102a150ebb3dd8d701d9/regex-2026.2.19-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:516ee067c6c721d0d0bfb80a2004edbd060fffd07e456d4e1669e38fe82f922e", size = 291218, upload-time = "2026-02-19T19:02:31.083Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/08/180d1826c3d7065200a5168c6b993a44947395c7bb6e04b2c2a219c34225/regex-2026.2.19-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:997862c619994c4a356cb7c3592502cbd50c2ab98da5f61c5c871f10f22de7e5", size = 289097, upload-time = "2026-02-19T19:02:33.485Z" },
+    { url = "https://files.pythonhosted.org/packages/28/93/0651924c390c5740f5f896723f8ddd946a6c63083a7d8647231c343912ff/regex-2026.2.19-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:02b9e1b8a7ebe2807cd7bbdf662510c8e43053a23262b9f46ad4fc2dfc9d204e", size = 799147, upload-time = "2026-02-19T19:02:35.669Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/00/2078bd8bcd37d58a756989adbfd9f1d0151b7ca4085a9c2a07e917fbac61/regex-2026.2.19-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6c8fb3b19652e425ff24169dad3ee07f99afa7996caa9dfbb3a9106cd726f49a", size = 865239, upload-time = "2026-02-19T19:02:38.012Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/13/75195161ec16936b35a365fa8c1dd2ab29fd910dd2587765062b174d8cfc/regex-2026.2.19-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:50f1ee9488dd7a9fda850ec7c68cad7a32fa49fd19733f5403a3f92b451dcf73", size = 911904, upload-time = "2026-02-19T19:02:40.737Z" },
+    { url = "https://files.pythonhosted.org/packages/96/72/ac42f6012179343d1c4bd0ffee8c948d841cb32ea188d37e96d80527fcc9/regex-2026.2.19-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ab780092b1424d13200aa5a62996e95f65ee3db8509be366437439cdc0af1a9f", size = 803518, upload-time = "2026-02-19T19:02:42.923Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/d1/75a08e2269b007b9783f0f86aa64488e023141219cb5f14dc1e69cda56c6/regex-2026.2.19-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:17648e1a88e72d88641b12635e70e6c71c5136ba14edba29bf8fc6834005a265", size = 775866, upload-time = "2026-02-19T19:02:45.189Z" },
+    { url = "https://files.pythonhosted.org/packages/92/41/70e7d05faf6994c2ca7a9fcaa536da8f8e4031d45b0ec04b57040ede201f/regex-2026.2.19-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2f914ae8c804c8a8a562fe216100bc156bfb51338c1f8d55fe32cf407774359a", size = 788224, upload-time = "2026-02-19T19:02:47.804Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/83/34a2dd601f9deb13c20545c674a55f4a05c90869ab73d985b74d639bac43/regex-2026.2.19-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c7e121a918bbee3f12ac300ce0a0d2f2c979cf208fb071ed8df5a6323281915c", size = 859682, upload-time = "2026-02-19T19:02:50.583Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/30/136db9a09a7f222d6e48b806f3730e7af6499a8cad9c72ac0d49d52c746e/regex-2026.2.19-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:2fedd459c791da24914ecc474feecd94cf7845efb262ac3134fe27cbd7eda799", size = 764223, upload-time = "2026-02-19T19:02:52.777Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/ea/bb947743c78a16df481fa0635c50aa1a439bb80b0e6dc24cd4e49c716679/regex-2026.2.19-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:ea8dfc99689240e61fb21b5fc2828f68b90abf7777d057b62d3166b7c1543c4c", size = 850101, upload-time = "2026-02-19T19:02:55.87Z" },
+    { url = "https://files.pythonhosted.org/packages/25/27/e3bfe6e97a99f7393665926be02fef772da7f8aa59e50bc3134e4262a032/regex-2026.2.19-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:9fff45852160960f29e184ec8a5be5ab4063cfd0b168d439d1fc4ac3744bf29e", size = 789904, upload-time = "2026-02-19T19:02:58.523Z" },
+    { url = "https://files.pythonhosted.org/packages/84/7b/7e2be6f00cea59d08761b027ad237002e90cac74b1607200ebaa2ba3d586/regex-2026.2.19-cp314-cp314-win32.whl", hash = "sha256:5390b130cce14a7d1db226a3896273b7b35be10af35e69f1cca843b6e5d2bb2d", size = 271784, upload-time = "2026-02-19T19:03:00.418Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/f6/639911530335773e7ec60bcaa519557b719586024c1d7eaad1daf87b646b/regex-2026.2.19-cp314-cp314-win_amd64.whl", hash = "sha256:e581f75d5c0b15669139ca1c2d3e23a65bb90e3c06ba9d9ea194c377c726a904", size = 280506, upload-time = "2026-02-19T19:03:02.302Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/ec/2582b56b4e036d46bb9b5d74a18548439ffa16c11cf59076419174d80f48/regex-2026.2.19-cp314-cp314-win_arm64.whl", hash = "sha256:7187fdee1be0896c1499a991e9bf7c78e4b56b7863e7405d7bb687888ac10c4b", size = 273557, upload-time = "2026-02-19T19:03:04.836Z" },
+    { url = "https://files.pythonhosted.org/packages/49/0b/f901cfeb4efd83e4f5c3e9f91a6de77e8e5ceb18555698aca3a27e215ed3/regex-2026.2.19-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:5ec1d7c080832fdd4e150c6f5621fe674c70c63b3ae5a4454cebd7796263b175", size = 492196, upload-time = "2026-02-19T19:03:08.188Z" },
+    { url = "https://files.pythonhosted.org/packages/94/0a/349b959e3da874e15eda853755567b4cde7e5309dbb1e07bfe910cfde452/regex-2026.2.19-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:8457c1bc10ee9b29cdfd897ccda41dce6bde0e9abd514bcfef7bcd05e254d411", size = 292878, upload-time = "2026-02-19T19:03:10.272Z" },
+    { url = "https://files.pythonhosted.org/packages/98/b0/9d81b3c2c5ddff428f8c506713737278979a2c476f6e3675a9c51da0c389/regex-2026.2.19-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:cce8027010d1ffa3eb89a0b19621cdc78ae548ea2b49fea1f7bfb3ea77064c2b", size = 291235, upload-time = "2026-02-19T19:03:12.5Z" },
+    { url = "https://files.pythonhosted.org/packages/04/e7/be7818df8691dbe9508c381ea2cc4c1153e4fdb1c4b06388abeaa93bd712/regex-2026.2.19-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:11c138febb40546ff9e026dbbc41dc9fb8b29e61013fa5848ccfe045f5b23b83", size = 807893, upload-time = "2026-02-19T19:03:15.064Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/b6/b898a8b983190cfa0276031c17beb73cfd1db07c03c8c37f606d80b655e2/regex-2026.2.19-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:74ff212aa61532246bb3036b3dfea62233414b0154b8bc3676975da78383cac3", size = 873696, upload-time = "2026-02-19T19:03:17.848Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/98/126ba671d54f19080ec87cad228fb4f3cc387fff8c4a01cb4e93f4ff9d94/regex-2026.2.19-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d00c95a2b6bfeb3ea1cb68d1751b1dfce2b05adc2a72c488d77a780db06ab867", size = 915493, upload-time = "2026-02-19T19:03:20.343Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/10/550c84a1a1a7371867fe8be2bea7df55e797cbca4709974811410e195c5d/regex-2026.2.19-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:311fcccb76af31be4c588d5a17f8f1a059ae8f4b097192896ebffc95612f223a", size = 813094, upload-time = "2026-02-19T19:03:23.287Z" },
+    { url = "https://files.pythonhosted.org/packages/29/fb/ba221d2fc76a27b6b7d7a60f73a7a6a7bac21c6ba95616a08be2bcb434b0/regex-2026.2.19-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:77cfd6b5e7c4e8bf7a39d243ea05882acf5e3c7002b0ef4756de6606893b0ecd", size = 781583, upload-time = "2026-02-19T19:03:26.872Z" },
+    { url = "https://files.pythonhosted.org/packages/26/f1/af79231301297c9e962679efc04a31361b58dc62dec1fc0cb4b8dd95956a/regex-2026.2.19-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6380f29ff212ec922b6efb56100c089251940e0526a0d05aa7c2d9b571ddf2fe", size = 795875, upload-time = "2026-02-19T19:03:29.223Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/90/1e1d76cb0a2d0a4f38a039993e1c5cd971ae50435d751c5bae4f10e1c302/regex-2026.2.19-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:655f553a1fa3ab8a7fd570eca793408b8d26a80bfd89ed24d116baaf13a38969", size = 868916, upload-time = "2026-02-19T19:03:31.415Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/67/a1c01da76dbcfed690855a284c665cc0a370e7d02d1bd635cf9ff7dd74b8/regex-2026.2.19-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:015088b8558502f1f0bccd58754835aa154a7a5b0bd9d4c9b7b96ff4ae9ba876", size = 770386, upload-time = "2026-02-19T19:03:33.972Z" },
+    { url = "https://files.pythonhosted.org/packages/49/6f/94842bf294f432ff3836bfd91032e2ecabea6d284227f12d1f935318c9c4/regex-2026.2.19-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:9e6693b8567a59459b5dda19104c4a4dbbd4a1c78833eacc758796f2cfef1854", size = 855007, upload-time = "2026-02-19T19:03:36.238Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/93/393cd203ca0d1d368f05ce12d2c7e91a324bc93c240db2e6d5ada05835f4/regex-2026.2.19-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4071209fd4376ab5ceec72ad3507e9d3517c59e38a889079b98916477a871868", size = 799863, upload-time = "2026-02-19T19:03:38.497Z" },
+    { url = "https://files.pythonhosted.org/packages/43/d9/35afda99bd92bf1a5831e55a4936d37ea4bed6e34c176a3c2238317faf4f/regex-2026.2.19-cp314-cp314t-win32.whl", hash = "sha256:2905ff4a97fad42f2d0834d8b1ea3c2f856ec209837e458d71a061a7d05f9f01", size = 274742, upload-time = "2026-02-19T19:03:40.804Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/42/7edc3344dcc87b698e9755f7f685d463852d481302539dae07135202d3ca/regex-2026.2.19-cp314-cp314t-win_amd64.whl", hash = "sha256:64128549b600987e0f335c2365879895f860a9161f283b14207c800a6ed623d3", size = 284443, upload-time = "2026-02-19T19:03:42.954Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/45/affdf2d851b42adf3d13fc5b3b059372e9bd299371fd84cf5723c45871fa/regex-2026.2.19-cp314-cp314t-win_arm64.whl", hash = "sha256:a09ae430e94c049dc6957f6baa35ee3418a3a77f3c12b6e02883bd80a2b679b0", size = 274932, upload-time = "2026-02-19T19:03:45.488Z" },
 ]
 
 [[package]]
@@ -5794,15 +5828,15 @@ wheels = [
 
 [[package]]
 name = "rich"
-version = "14.3.2"
+version = "14.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "markdown-it-py", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "pygments", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/74/99/a4cab2acbb884f80e558b0771e97e21e939c5dfb460f488d19df485e8298/rich-14.3.2.tar.gz", hash = "sha256:e712f11c1a562a11843306f5ed999475f09ac31ffb64281f73ab29ffdda8b3b8", size = 230143, upload-time = "2026-02-01T16:20:47.908Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b3/c6/f3b320c27991c46f43ee9d856302c70dc2d0fb2dba4842ff739d5f46b393/rich-14.3.3.tar.gz", hash = "sha256:b8daa0b9e4eef54dd8cf7c86c03713f53241884e814f4e2f5fb342fe520f639b", size = 230582, upload-time = "2026-02-19T17:23:12.474Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ef/45/615f5babd880b4bd7d405cc0dc348234c5ffb6ed1ea33e152ede08b2072d/rich-14.3.2-py3-none-any.whl", hash = "sha256:08e67c3e90884651da3239ea668222d19bea7b589149d8014a21c633420dbb69", size = 309963, upload-time = "2026-02-01T16:20:46.078Z" },
+    { url = "https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl", hash = "sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d", size = 310458, upload-time = "2026-02-19T17:23:13.732Z" },
 ]
 
 [[package]]
@@ -5950,27 +5984,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c8/39/5cee96809fbca590abea6b46c6d1c586b49663d1d2830a751cc8fc42c666/ruff-0.15.0.tar.gz", hash = "sha256:6bdea47cdbea30d40f8f8d7d69c0854ba7c15420ec75a26f463290949d7f7e9a", size = 4524893, upload-time = "2026-02-03T17:53:35.357Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/bc/88/3fd1b0aa4b6330d6aaa63a285bc96c9f71970351579152d231ed90914586/ruff-0.15.0-py3-none-linux_armv6l.whl", hash = "sha256:aac4ebaa612a82b23d45964586f24ae9bc23ca101919f5590bdb368d74ad5455", size = 10354332, upload-time = "2026-02-03T17:52:54.892Z" },
-    { url = "https://files.pythonhosted.org/packages/72/f6/62e173fbb7eb75cc29fe2576a1e20f0a46f671a2587b5f604bfb0eaf5f6f/ruff-0.15.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:dcd4be7cc75cfbbca24a98d04d0b9b36a270d0833241f776b788d59f4142b14d", size = 10767189, upload-time = "2026-02-03T17:53:19.778Z" },
-    { url = "https://files.pythonhosted.org/packages/99/e4/968ae17b676d1d2ff101d56dc69cf333e3a4c985e1ec23803df84fc7bf9e/ruff-0.15.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:d747e3319b2bce179c7c1eaad3d884dc0a199b5f4d5187620530adf9105268ce", size = 10075384, upload-time = "2026-02-03T17:53:29.241Z" },
-    { url = "https://files.pythonhosted.org/packages/a2/bf/9843c6044ab9e20af879c751487e61333ca79a2c8c3058b15722386b8cae/ruff-0.15.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:650bd9c56ae03102c51a5e4b554d74d825ff3abe4db22b90fd32d816c2e90621", size = 10481363, upload-time = "2026-02-03T17:52:43.332Z" },
-    { url = "https://files.pythonhosted.org/packages/55/d9/4ada5ccf4cd1f532db1c8d44b6f664f2208d3d93acbeec18f82315e15193/ruff-0.15.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a6664b7eac559e3048223a2da77769c2f92b43a6dfd4720cef42654299a599c9", size = 10187736, upload-time = "2026-02-03T17:53:00.522Z" },
-    { url = "https://files.pythonhosted.org/packages/86/e2/f25eaecd446af7bb132af0a1d5b135a62971a41f5366ff41d06d25e77a91/ruff-0.15.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6f811f97b0f092b35320d1556f3353bf238763420ade5d9e62ebd2b73f2ff179", size = 10968415, upload-time = "2026-02-03T17:53:15.705Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/dc/f06a8558d06333bf79b497d29a50c3a673d9251214e0d7ec78f90b30aa79/ruff-0.15.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:761ec0a66680fab6454236635a39abaf14198818c8cdf691e036f4bc0f406b2d", size = 11809643, upload-time = "2026-02-03T17:53:23.031Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/45/0ece8db2c474ad7df13af3a6d50f76e22a09d078af63078f005057ca59eb/ruff-0.15.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:940f11c2604d317e797b289f4f9f3fa5555ffe4fb574b55ed006c3d9b6f0eb78", size = 11234787, upload-time = "2026-02-03T17:52:46.432Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/d9/0e3a81467a120fd265658d127db648e4d3acfe3e4f6f5d4ea79fac47e587/ruff-0.15.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bcbca3d40558789126da91d7ef9a7c87772ee107033db7191edefa34e2c7f1b4", size = 11112797, upload-time = "2026-02-03T17:52:49.274Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/cb/8c0b3b0c692683f8ff31351dfb6241047fa873a4481a76df4335a8bff716/ruff-0.15.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9a121a96db1d75fa3eb39c4539e607f628920dd72ff1f7c5ee4f1b768ac62d6e", size = 11033133, upload-time = "2026-02-03T17:53:33.105Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/5e/23b87370cf0f9081a8c89a753e69a4e8778805b8802ccfe175cc410e50b9/ruff-0.15.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:5298d518e493061f2eabd4abd067c7e4fb89e2f63291c94332e35631c07c3662", size = 10442646, upload-time = "2026-02-03T17:53:06.278Z" },
-    { url = "https://files.pythonhosted.org/packages/e1/9a/3c94de5ce642830167e6d00b5c75aacd73e6347b4c7fc6828699b150a5ee/ruff-0.15.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:afb6e603d6375ff0d6b0cee563fa21ab570fd15e65c852cb24922cef25050cf1", size = 10195750, upload-time = "2026-02-03T17:53:26.084Z" },
-    { url = "https://files.pythonhosted.org/packages/30/15/e396325080d600b436acc970848d69df9c13977942fb62bb8722d729bee8/ruff-0.15.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:77e515f6b15f828b94dc17d2b4ace334c9ddb7d9468c54b2f9ed2b9c1593ef16", size = 10676120, upload-time = "2026-02-03T17:53:09.363Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/c9/229a23d52a2983de1ad0fb0ee37d36e0257e6f28bfd6b498ee2c76361874/ruff-0.15.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:6f6e80850a01eb13b3e42ee0ebdf6e4497151b48c35051aab51c101266d187a3", size = 11201636, upload-time = "2026-02-03T17:52:57.281Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/b0/69adf22f4e24f3677208adb715c578266842e6e6a3cc77483f48dd999ede/ruff-0.15.0-py3-none-win32.whl", hash = "sha256:238a717ef803e501b6d51e0bdd0d2c6e8513fe9eec14002445134d3907cd46c3", size = 10465945, upload-time = "2026-02-03T17:53:12.591Z" },
-    { url = "https://files.pythonhosted.org/packages/51/ad/f813b6e2c97e9b4598be25e94a9147b9af7e60523b0cb5d94d307c15229d/ruff-0.15.0-py3-none-win_amd64.whl", hash = "sha256:dd5e4d3301dc01de614da3cdffc33d4b1b96fb89e45721f1598e5532ccf78b18", size = 11564657, upload-time = "2026-02-03T17:52:51.893Z" },
-    { url = "https://files.pythonhosted.org/packages/f6/b0/2d823f6e77ebe560f4e397d078487e8d52c1516b331e3521bc75db4272ca/ruff-0.15.0-py3-none-win_arm64.whl", hash = "sha256:c480d632cc0ca3f0727acac8b7d053542d9e114a462a145d0b00e7cd658c515a", size = 10865753, upload-time = "2026-02-03T17:53:03.014Z" },
+version = "0.15.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/da/31/d6e536cdebb6568ae75a7f00e4b4819ae0ad2640c3604c305a0428680b0c/ruff-0.15.4.tar.gz", hash = "sha256:3412195319e42d634470cc97aa9803d07e9d5c9223b99bcb1518f0c725f26ae1", size = 4569550, upload-time = "2026-02-26T20:04:14.959Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f2/82/c11a03cfec3a4d26a0ea1e571f0f44be5993b923f905eeddfc397c13d360/ruff-0.15.4-py3-none-linux_armv6l.whl", hash = "sha256:a1810931c41606c686bae8b5b9a8072adac2f611bb433c0ba476acba17a332e0", size = 10453333, upload-time = "2026-02-26T20:04:20.093Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/5d/6a1f271f6e31dffb31855996493641edc3eef8077b883eaf007a2f1c2976/ruff-0.15.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:5a1632c66672b8b4d3e1d1782859e98d6e0b4e70829530666644286600a33992", size = 10853356, upload-time = "2026-02-26T20:04:05.808Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/d8/0fab9f8842b83b1a9c2bf81b85063f65e93fb512e60effa95b0be49bfc54/ruff-0.15.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a4386ba2cd6c0f4ff75252845906acc7c7c8e1ac567b7bc3d373686ac8c222ba", size = 10187434, upload-time = "2026-02-26T20:03:54.656Z" },
+    { url = "https://files.pythonhosted.org/packages/85/cc/cc220fd9394eff5db8d94dec199eec56dd6c9f3651d8869d024867a91030/ruff-0.15.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2496488bdfd3732747558b6f95ae427ff066d1fcd054daf75f5a50674411e75", size = 10535456, upload-time = "2026-02-26T20:03:52.738Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/0f/bced38fa5cf24373ec767713c8e4cadc90247f3863605fb030e597878661/ruff-0.15.4-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3f1c4893841ff2d54cbda1b2860fa3260173df5ddd7b95d370186f8a5e66a4ac", size = 10287772, upload-time = "2026-02-26T20:04:08.138Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/90/58a1802d84fed15f8f281925b21ab3cecd813bde52a8ca033a4de8ab0e7a/ruff-0.15.4-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:820b8766bd65503b6c30aaa6331e8ef3a6e564f7999c844e9a547c40179e440a", size = 11049051, upload-time = "2026-02-26T20:04:03.53Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/ac/b7ad36703c35f3866584564dc15f12f91cb1a26a897dc2fd13d7cb3ae1af/ruff-0.15.4-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c9fb74bab47139c1751f900f857fa503987253c3ef89129b24ed375e72873e85", size = 11890494, upload-time = "2026-02-26T20:04:10.497Z" },
+    { url = "https://files.pythonhosted.org/packages/93/3d/3eb2f47a39a8b0da99faf9c54d3eb24720add1e886a5309d4d1be73a6380/ruff-0.15.4-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f80c98765949c518142b3a50a5db89343aa90f2c2bf7799de9986498ae6176db", size = 11326221, upload-time = "2026-02-26T20:04:12.84Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/90/bf134f4c1e5243e62690e09d63c55df948a74084c8ac3e48a88468314da6/ruff-0.15.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:451a2e224151729b3b6c9ffb36aed9091b2996fe4bdbd11f47e27d8f2e8888ec", size = 11168459, upload-time = "2026-02-26T20:04:00.969Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/e5/a64d27688789b06b5d55162aafc32059bb8c989c61a5139a36e1368285eb/ruff-0.15.4-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a8f157f2e583c513c4f5f896163a93198297371f34c04220daf40d133fdd4f7f", size = 11104366, upload-time = "2026-02-26T20:03:48.099Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/f6/32d1dcb66a2559763fc3027bdd65836cad9eb09d90f2ed6a63d8e9252b02/ruff-0.15.4-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:917cc68503357021f541e69b35361c99387cdbbf99bd0ea4aa6f28ca99ff5338", size = 10510887, upload-time = "2026-02-26T20:03:45.771Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/92/22d1ced50971c5b6433aed166fcef8c9343f567a94cf2b9d9089f6aa80fe/ruff-0.15.4-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:e9737c8161da79fd7cfec19f1e35620375bd8b2a50c3e77fa3d2c16f574105cc", size = 10285939, upload-time = "2026-02-26T20:04:22.42Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/f4/7c20aec3143837641a02509a4668fb146a642fd1211846634edc17eb5563/ruff-0.15.4-py3-none-musllinux_1_2_i686.whl", hash = "sha256:291258c917539e18f6ba40482fe31d6f5ac023994ee11d7bdafd716f2aab8a68", size = 10765471, upload-time = "2026-02-26T20:03:58.924Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/09/6d2f7586f09a16120aebdff8f64d962d7c4348313c77ebb29c566cefc357/ruff-0.15.4-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:3f83c45911da6f2cd5936c436cf86b9f09f09165f033a99dcf7477e34041cbc3", size = 11263382, upload-time = "2026-02-26T20:04:24.424Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/fa/2ef715a1cd329ef47c1a050e10dee91a9054b7ce2fcfdd6a06d139afb7ec/ruff-0.15.4-py3-none-win32.whl", hash = "sha256:65594a2d557d4ee9f02834fcdf0a28daa8b3b9f6cb2cb93846025a36db47ef22", size = 10506664, upload-time = "2026-02-26T20:03:50.56Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/a8/c688ef7e29983976820d18710f955751d9f4d4eb69df658af3d006e2ba3e/ruff-0.15.4-py3-none-win_amd64.whl", hash = "sha256:04196ad44f0df220c2ece5b0e959c2f37c777375ec744397d21d15b50a75264f", size = 11651048, upload-time = "2026-02-26T20:04:17.191Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/0a/9e1be9035b37448ce2e68c978f0591da94389ade5a5abafa4cf99985d1b2/ruff-0.15.4-py3-none-win_arm64.whl", hash = "sha256:60d5177e8cfc70e51b9c5fad936c634872a74209f934c1e79107d11787ad5453", size = 10966776, upload-time = "2026-02-26T20:03:56.908Z" },
 ]
 
 [[package]]
@@ -6084,7 +6118,7 @@ resolution-markers = [
 dependencies = [
     { name = "joblib", marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
     { name = "numpy", marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
-    { name = "scipy", version = "1.17.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
+    { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
     { name = "threadpoolctl", marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/0e/d4/40988bf3b8e34feec1d0e6a051446b1f66225f8529b9309becaeef62b6c4/scikit_learn-1.8.0.tar.gz", hash = "sha256:9bccbb3b40e3de10351f8f5068e105d0f4083b1a65fa07b6634fbc401a6287fd", size = 7335585, upload-time = "2025-12-10T07:08:53.618Z" }
@@ -6190,7 +6224,7 @@ wheels = [
 
 [[package]]
 name = "scipy"
-version = "1.17.0"
+version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version >= '4' and sys_platform == 'darwin'",
@@ -6212,68 +6246,68 @@ resolution-markers = [
 dependencies = [
     { name = "numpy", marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/56/3e/9cca699f3486ce6bc12ff46dc2031f1ec8eb9ccc9a320fdaf925f1417426/scipy-1.17.0.tar.gz", hash = "sha256:2591060c8e648d8b96439e111ac41fd8342fdeff1876be2e19dea3fe8930454e", size = 30396830, upload-time = "2026-01-10T21:34:23.009Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/1e/4b/c89c131aa87cad2b77a54eb0fb94d633a842420fa7e919dc2f922037c3d8/scipy-1.17.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:2abd71643797bd8a106dff97894ff7869eeeb0af0f7a5ce02e4227c6a2e9d6fd", size = 31381316, upload-time = "2026-01-10T21:24:33.42Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/5f/a6b38f79a07d74989224d5f11b55267714707582908a5f1ae854cf9a9b84/scipy-1.17.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:ef28d815f4d2686503e5f4f00edc387ae58dfd7a2f42e348bb53359538f01558", size = 27966760, upload-time = "2026-01-10T21:24:38.911Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/20/095ad24e031ee8ed3c5975954d816b8e7e2abd731e04f8be573de8740885/scipy-1.17.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:272a9f16d6bb4667e8b50d25d71eddcc2158a214df1b566319298de0939d2ab7", size = 20138701, upload-time = "2026-01-10T21:24:43.249Z" },
-    { url = "https://files.pythonhosted.org/packages/89/11/4aad2b3858d0337756f3323f8960755704e530b27eb2a94386c970c32cbe/scipy-1.17.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:7204fddcbec2fe6598f1c5fdf027e9f259106d05202a959a9f1aecf036adc9f6", size = 22480574, upload-time = "2026-01-10T21:24:47.266Z" },
-    { url = "https://files.pythonhosted.org/packages/85/bd/f5af70c28c6da2227e510875cadf64879855193a687fb19951f0f44cfd6b/scipy-1.17.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fc02c37a5639ee67d8fb646ffded6d793c06c5622d36b35cfa8fe5ececb8f042", size = 32862414, upload-time = "2026-01-10T21:24:52.566Z" },
-    { url = "https://files.pythonhosted.org/packages/ef/df/df1457c4df3826e908879fe3d76bc5b6e60aae45f4ee42539512438cfd5d/scipy-1.17.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dac97a27520d66c12a34fd90a4fe65f43766c18c0d6e1c0a80f114d2260080e4", size = 35112380, upload-time = "2026-01-10T21:24:58.433Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/bb/88e2c16bd1dd4de19d80d7c5e238387182993c2fb13b4b8111e3927ad422/scipy-1.17.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ebb7446a39b3ae0fe8f416a9a3fdc6fba3f11c634f680f16a239c5187bc487c0", size = 34922676, upload-time = "2026-01-10T21:25:04.287Z" },
-    { url = "https://files.pythonhosted.org/packages/02/ba/5120242cc735f71fc002cff0303d536af4405eb265f7c60742851e7ccfe9/scipy-1.17.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:474da16199f6af66601a01546144922ce402cb17362e07d82f5a6cf8f963e449", size = 37507599, upload-time = "2026-01-10T21:25:09.851Z" },
-    { url = "https://files.pythonhosted.org/packages/52/c8/08629657ac6c0da198487ce8cd3de78e02cfde42b7f34117d56a3fe249dc/scipy-1.17.0-cp311-cp311-win_amd64.whl", hash = "sha256:255c0da161bd7b32a6c898e7891509e8a9289f0b1c6c7d96142ee0d2b114c2ea", size = 36380284, upload-time = "2026-01-10T21:25:15.632Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/4a/465f96d42c6f33ad324a40049dfd63269891db9324aa66c4a1c108c6f994/scipy-1.17.0-cp311-cp311-win_arm64.whl", hash = "sha256:85b0ac3ad17fa3be50abd7e69d583d98792d7edc08367e01445a1e2076005379", size = 24370427, upload-time = "2026-01-10T21:25:20.514Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/11/7241a63e73ba5a516f1930ac8d5b44cbbfabd35ac73a2d08ca206df007c4/scipy-1.17.0-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:0d5018a57c24cb1dd828bcf51d7b10e65986d549f52ef5adb6b4d1ded3e32a57", size = 31364580, upload-time = "2026-01-10T21:25:25.717Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/1d/5057f812d4f6adc91a20a2d6f2ebcdb517fdbc87ae3acc5633c9b97c8ba5/scipy-1.17.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:88c22af9e5d5a4f9e027e26772cc7b5922fab8bcc839edb3ae33de404feebd9e", size = 27969012, upload-time = "2026-01-10T21:25:30.921Z" },
-    { url = "https://files.pythonhosted.org/packages/e3/21/f6ec556c1e3b6ec4e088da667d9987bb77cc3ab3026511f427dc8451187d/scipy-1.17.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f3cd947f20fe17013d401b64e857c6b2da83cae567adbb75b9dcba865abc66d8", size = 20140691, upload-time = "2026-01-10T21:25:34.802Z" },
-    { url = "https://files.pythonhosted.org/packages/7a/fe/5e5ad04784964ba964a96f16c8d4676aa1b51357199014dce58ab7ec5670/scipy-1.17.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:e8c0b331c2c1f531eb51f1b4fc9ba709521a712cce58f1aa627bc007421a5306", size = 22463015, upload-time = "2026-01-10T21:25:39.277Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/69/7c347e857224fcaf32a34a05183b9d8a7aca25f8f2d10b8a698b8388561a/scipy-1.17.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5194c445d0a1c7a6c1a4a4681b6b7c71baad98ff66d96b949097e7513c9d6742", size = 32724197, upload-time = "2026-01-10T21:25:44.084Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/fe/66d73b76d378ba8cc2fe605920c0c75092e3a65ae746e1e767d9d020a75a/scipy-1.17.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9eeb9b5f5997f75507814ed9d298ab23f62cf79f5a3ef90031b1ee2506abdb5b", size = 35009148, upload-time = "2026-01-10T21:25:50.591Z" },
-    { url = "https://files.pythonhosted.org/packages/af/07/07dec27d9dc41c18d8c43c69e9e413431d20c53a0339c388bcf72f353c4b/scipy-1.17.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:40052543f7bbe921df4408f46003d6f01c6af109b9e2c8a66dd1cf6cf57f7d5d", size = 34798766, upload-time = "2026-01-10T21:25:59.41Z" },
-    { url = "https://files.pythonhosted.org/packages/81/61/0470810c8a093cdacd4ba7504b8a218fd49ca070d79eca23a615f5d9a0b0/scipy-1.17.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0cf46c8013fec9d3694dc572f0b54100c28405d55d3e2cb15e2895b25057996e", size = 37405953, upload-time = "2026-01-10T21:26:07.75Z" },
-    { url = "https://files.pythonhosted.org/packages/92/ce/672ed546f96d5d41ae78c4b9b02006cedd0b3d6f2bf5bb76ea455c320c28/scipy-1.17.0-cp312-cp312-win_amd64.whl", hash = "sha256:0937a0b0d8d593a198cededd4c439a0ea216a3f36653901ea1f3e4be949056f8", size = 36328121, upload-time = "2026-01-10T21:26:16.509Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/21/38165845392cae67b61843a52c6455d47d0cc2a40dd495c89f4362944654/scipy-1.17.0-cp312-cp312-win_arm64.whl", hash = "sha256:f603d8a5518c7426414d1d8f82e253e454471de682ce5e39c29adb0df1efb86b", size = 24314368, upload-time = "2026-01-10T21:26:23.087Z" },
-    { url = "https://files.pythonhosted.org/packages/0c/51/3468fdfd49387ddefee1636f5cf6d03ce603b75205bf439bbf0e62069bfd/scipy-1.17.0-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:65ec32f3d32dfc48c72df4291345dae4f048749bc8d5203ee0a3f347f96c5ce6", size = 31344101, upload-time = "2026-01-10T21:26:30.25Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/9a/9406aec58268d437636069419e6977af953d1e246df941d42d3720b7277b/scipy-1.17.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:1f9586a58039d7229ce77b52f8472c972448cded5736eaf102d5658bbac4c269", size = 27950385, upload-time = "2026-01-10T21:26:36.801Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/98/e7342709e17afdfd1b26b56ae499ef4939b45a23a00e471dfb5375eea205/scipy-1.17.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:9fad7d3578c877d606b1150135c2639e9de9cecd3705caa37b66862977cc3e72", size = 20122115, upload-time = "2026-01-10T21:26:42.107Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/0e/9eeeb5357a64fd157cbe0302c213517c541cc16b8486d82de251f3c68ede/scipy-1.17.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:423ca1f6584fc03936972b5f7c06961670dbba9f234e71676a7c7ccf938a0d61", size = 22442402, upload-time = "2026-01-10T21:26:48.029Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/10/be13397a0e434f98e0c79552b2b584ae5bb1c8b2be95db421533bbca5369/scipy-1.17.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fe508b5690e9eaaa9467fc047f833af58f1152ae51a0d0aed67aa5801f4dd7d6", size = 32696338, upload-time = "2026-01-10T21:26:55.521Z" },
-    { url = "https://files.pythonhosted.org/packages/63/1e/12fbf2a3bb240161651c94bb5cdd0eae5d4e8cc6eaeceb74ab07b12a753d/scipy-1.17.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6680f2dfd4f6182e7d6db161344537da644d1cf85cf293f015c60a17ecf08752", size = 34977201, upload-time = "2026-01-10T21:27:03.501Z" },
-    { url = "https://files.pythonhosted.org/packages/19/5b/1a63923e23ccd20bd32156d7dd708af5bbde410daa993aa2500c847ab2d2/scipy-1.17.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:eec3842ec9ac9de5917899b277428886042a93db0b227ebbe3a333b64ec7643d", size = 34777384, upload-time = "2026-01-10T21:27:11.423Z" },
-    { url = "https://files.pythonhosted.org/packages/39/22/b5da95d74edcf81e540e467202a988c50fef41bd2011f46e05f72ba07df6/scipy-1.17.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d7425fcafbc09a03731e1bc05581f5fad988e48c6a861f441b7ab729a49a55ea", size = 37379586, upload-time = "2026-01-10T21:27:20.171Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/b6/8ac583d6da79e7b9e520579f03007cb006f063642afd6b2eeb16b890bf93/scipy-1.17.0-cp313-cp313-win_amd64.whl", hash = "sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812", size = 36287211, upload-time = "2026-01-10T21:28:43.122Z" },
-    { url = "https://files.pythonhosted.org/packages/55/fb/7db19e0b3e52f882b420417644ec81dd57eeef1bd1705b6f689d8ff93541/scipy-1.17.0-cp313-cp313-win_arm64.whl", hash = "sha256:357ca001c6e37601066092e7c89cca2f1ce74e2a520ca78d063a6d2201101df2", size = 24312646, upload-time = "2026-01-10T21:28:49.893Z" },
-    { url = "https://files.pythonhosted.org/packages/20/b6/7feaa252c21cc7aff335c6c55e1b90ab3e3306da3f048109b8b639b94648/scipy-1.17.0-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:ec0827aa4d36cb79ff1b81de898e948a51ac0b9b1c43e4a372c0508c38c0f9a3", size = 31693194, upload-time = "2026-01-10T21:27:27.454Z" },
-    { url = "https://files.pythonhosted.org/packages/76/bb/bbb392005abce039fb7e672cb78ac7d158700e826b0515cab6b5b60c26fb/scipy-1.17.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:819fc26862b4b3c73a60d486dbb919202f3d6d98c87cf20c223511429f2d1a97", size = 28365415, upload-time = "2026-01-10T21:27:34.26Z" },
-    { url = "https://files.pythonhosted.org/packages/37/da/9d33196ecc99fba16a409c691ed464a3a283ac454a34a13a3a57c0d66f3a/scipy-1.17.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:363ad4ae2853d88ebcde3ae6ec46ccca903ea9835ee8ba543f12f575e7b07e4e", size = 20537232, upload-time = "2026-01-10T21:27:40.306Z" },
-    { url = "https://files.pythonhosted.org/packages/56/9d/f4b184f6ddb28e9a5caea36a6f98e8ecd2a524f9127354087ce780885d83/scipy-1.17.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:979c3a0ff8e5ba254d45d59ebd38cde48fce4f10b5125c680c7a4bfe177aab07", size = 22791051, upload-time = "2026-01-10T21:27:46.539Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/9d/025cccdd738a72140efc582b1641d0dd4caf2e86c3fb127568dc80444e6e/scipy-1.17.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:130d12926ae34399d157de777472bf82e9061c60cc081372b3118edacafe1d00", size = 32815098, upload-time = "2026-01-10T21:27:54.389Z" },
-    { url = "https://files.pythonhosted.org/packages/48/5f/09b879619f8bca15ce392bfc1894bd9c54377e01d1b3f2f3b595a1b4d945/scipy-1.17.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6e886000eb4919eae3a44f035e63f0fd8b651234117e8f6f29bad1cd26e7bc45", size = 35031342, upload-time = "2026-01-10T21:28:03.012Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/9a/f0f0a9f0aa079d2f106555b984ff0fbb11a837df280f04f71f056ea9c6e4/scipy-1.17.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:13c4096ac6bc31d706018f06a49abe0485f96499deb82066b94d19b02f664209", size = 34893199, upload-time = "2026-01-10T21:28:10.832Z" },
-    { url = "https://files.pythonhosted.org/packages/90/b8/4f0f5cf0c5ea4d7548424e6533e6b17d164f34a6e2fb2e43ffebb6697b06/scipy-1.17.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:cacbaddd91fcffde703934897c5cd2c7cb0371fac195d383f4e1f1c5d3f3bd04", size = 37438061, upload-time = "2026-01-10T21:28:19.684Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/cc/2bd59140ed3b2fa2882fb15da0a9cb1b5a6443d67cfd0d98d4cec83a57ec/scipy-1.17.0-cp313-cp313t-win_amd64.whl", hash = "sha256:edce1a1cf66298cccdc48a1bdf8fb10a3bf58e8b58d6c3883dd1530e103f87c0", size = 36328593, upload-time = "2026-01-10T21:28:28.007Z" },
-    { url = "https://files.pythonhosted.org/packages/13/1b/c87cc44a0d2c7aaf0f003aef2904c3d097b422a96c7e7c07f5efd9073c1b/scipy-1.17.0-cp313-cp313t-win_arm64.whl", hash = "sha256:30509da9dbec1c2ed8f168b8d8aa853bc6723fede1dbc23c7d43a56f5ab72a67", size = 24625083, upload-time = "2026-01-10T21:28:35.188Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/2d/51006cd369b8e7879e1c630999a19d1fbf6f8b5ed3e33374f29dc87e53b3/scipy-1.17.0-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:c17514d11b78be8f7e6331b983a65a7f5ca1fd037b95e27b280921fe5606286a", size = 31346803, upload-time = "2026-01-10T21:28:57.24Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/2e/2349458c3ce445f53a6c93d4386b1c4c5c0c540917304c01222ff95ff317/scipy-1.17.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:4e00562e519c09da34c31685f6acc3aa384d4d50604db0f245c14e1b4488bfa2", size = 27967182, upload-time = "2026-01-10T21:29:04.107Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/7c/df525fbfa77b878d1cfe625249529514dc02f4fd5f45f0f6295676a76528/scipy-1.17.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7df7941d71314e60a481e02d5ebcb3f0185b8d799c70d03d8258f6c80f3d467", size = 20139125, upload-time = "2026-01-10T21:29:10.179Z" },
-    { url = "https://files.pythonhosted.org/packages/33/11/fcf9d43a7ed1234d31765ec643b0515a85a30b58eddccc5d5a4d12b5f194/scipy-1.17.0-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:aabf057c632798832f071a8dde013c2e26284043934f53b00489f1773b33527e", size = 22443554, upload-time = "2026-01-10T21:29:15.888Z" },
-    { url = "https://files.pythonhosted.org/packages/80/5c/ea5d239cda2dd3d31399424967a24d556cf409fbea7b5b21412b0fd0a44f/scipy-1.17.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a38c3337e00be6fd8a95b4ed66b5d988bac4ec888fd922c2ea9fe5fb1603dd67", size = 32757834, upload-time = "2026-01-10T21:29:23.406Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/7e/8c917cc573310e5dc91cbeead76f1b600d3fb17cf0969db02c9cf92e3cfa/scipy-1.17.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00fb5f8ec8398ad90215008d8b6009c9db9fa924fd4c7d6be307c6f945f9cd73", size = 34995775, upload-time = "2026-01-10T21:29:31.915Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/43/176c0c3c07b3f7df324e7cdd933d3e2c4898ca202b090bd5ba122f9fe270/scipy-1.17.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f2a4942b0f5f7c23c7cd641a0ca1955e2ae83dedcff537e3a0259096635e186b", size = 34841240, upload-time = "2026-01-10T21:29:39.995Z" },
-    { url = "https://files.pythonhosted.org/packages/44/8c/d1f5f4b491160592e7f084d997de53a8e896a3ac01cd07e59f43ca222744/scipy-1.17.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:dbf133ced83889583156566d2bdf7a07ff89228fe0c0cb727f777de92092ec6b", size = 37394463, upload-time = "2026-01-10T21:29:48.723Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/ec/42a6657f8d2d087e750e9a5dde0b481fd135657f09eaf1cf5688bb23c338/scipy-1.17.0-cp314-cp314-win_amd64.whl", hash = "sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061", size = 37053015, upload-time = "2026-01-10T21:30:51.418Z" },
-    { url = "https://files.pythonhosted.org/packages/27/58/6b89a6afd132787d89a362d443a7bddd511b8f41336a1ae47f9e4f000dc4/scipy-1.17.0-cp314-cp314-win_arm64.whl", hash = "sha256:9244608d27eafe02b20558523ba57f15c689357c85bdcfe920b1828750aa26eb", size = 24951312, upload-time = "2026-01-10T21:30:56.771Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/01/f58916b9d9ae0112b86d7c3b10b9e685625ce6e8248df139d0fcb17f7397/scipy-1.17.0-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:2b531f57e09c946f56ad0b4a3b2abee778789097871fc541e267d2eca081cff1", size = 31706502, upload-time = "2026-01-10T21:29:56.326Z" },
-    { url = "https://files.pythonhosted.org/packages/59/8e/2912a87f94a7d1f8b38aabc0faf74b82d3b6c9e22be991c49979f0eceed8/scipy-1.17.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:13e861634a2c480bd237deb69333ac79ea1941b94568d4b0efa5db5e263d4fd1", size = 28380854, upload-time = "2026-01-10T21:30:01.554Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/1c/874137a52dddab7d5d595c1887089a2125d27d0601fce8c0026a24a92a0b/scipy-1.17.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:eb2651271135154aa24f6481cbae5cc8af1f0dd46e6533fb7b56aa9727b6a232", size = 20552752, upload-time = "2026-01-10T21:30:05.93Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/f0/7518d171cb735f6400f4576cf70f756d5b419a07fe1867da34e2c2c9c11b/scipy-1.17.0-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:c5e8647f60679790c2f5c76be17e2e9247dc6b98ad0d3b065861e082c56e078d", size = 22803972, upload-time = "2026-01-10T21:30:10.651Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/74/3498563a2c619e8a3ebb4d75457486c249b19b5b04a30600dfd9af06bea5/scipy-1.17.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5fb10d17e649e1446410895639f3385fd2bf4c3c7dfc9bea937bddcbc3d7b9ba", size = 32829770, upload-time = "2026-01-10T21:30:16.359Z" },
-    { url = "https://files.pythonhosted.org/packages/48/d1/7b50cedd8c6c9d6f706b4b36fa8544d829c712a75e370f763b318e9638c1/scipy-1.17.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8547e7c57f932e7354a2319fab613981cde910631979f74c9b542bb167a8b9db", size = 35051093, upload-time = "2026-01-10T21:30:22.987Z" },
-    { url = "https://files.pythonhosted.org/packages/e2/82/a2d684dfddb87ba1b3ea325df7c3293496ee9accb3a19abe9429bce94755/scipy-1.17.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33af70d040e8af9d5e7a38b5ed3b772adddd281e3062ff23fec49e49681c38cf", size = 34909905, upload-time = "2026-01-10T21:30:28.704Z" },
-    { url = "https://files.pythonhosted.org/packages/ef/5e/e565bd73991d42023eb82bb99e51c5b3d9e2c588ca9d4b3e2cc1d3ca62a6/scipy-1.17.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f9eb55bb97d00f8b7ab95cb64f873eb0bf54d9446264d9f3609130381233483f", size = 37457743, upload-time = "2026-01-10T21:30:34.819Z" },
-    { url = "https://files.pythonhosted.org/packages/58/a8/a66a75c3d8f1fb2b83f66007d6455a06a6f6cf5618c3dc35bc9b69dd096e/scipy-1.17.0-cp314-cp314t-win_amd64.whl", hash = "sha256:1ff269abf702f6c7e67a4b7aad981d42871a11b9dd83c58d2d2ea624efbd1088", size = 37098574, upload-time = "2026-01-10T21:30:40.782Z" },
-    { url = "https://files.pythonhosted.org/packages/56/a5/df8f46ef7da168f1bc52cd86e09a9de5c6f19cc1da04454d51b7d4f43408/scipy-1.17.0-cp314-cp314t-win_arm64.whl", hash = "sha256:031121914e295d9791319a1875444d55079885bbae5bdc9c5e0f2ee5f09d34ff", size = 25246266, upload-time = "2026-01-10T21:30:45.923Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/7a/97/5a3609c4f8d58b039179648e62dd220f89864f56f7357f5d4f45c29eb2cc/scipy-1.17.1.tar.gz", hash = "sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0", size = 30573822, upload-time = "2026-02-23T00:26:24.851Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/75/b4ce781849931fef6fd529afa6b63711d5a733065722d0c3e2724af9e40a/scipy-1.17.1-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec", size = 31613675, upload-time = "2026-02-23T00:16:00.13Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/58/bccc2861b305abdd1b8663d6130c0b3d7cc22e8d86663edbc8401bfd40d4/scipy-1.17.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696", size = 28162057, upload-time = "2026-02-23T00:16:09.456Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/ee/18146b7757ed4976276b9c9819108adbc73c5aad636e5353e20746b73069/scipy-1.17.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a3472cfbca0a54177d0faa68f697d8ba4c80bbdc19908c3465556d9f7efce9ee", size = 20334032, upload-time = "2026-02-23T00:16:17.358Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/e6/cef1cf3557f0c54954198554a10016b6a03b2ec9e22a4e1df734936bd99c/scipy-1.17.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:766e0dc5a616d026a3a1cffa379af959671729083882f50307e18175797b3dfd", size = 22709533, upload-time = "2026-02-23T00:16:25.791Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/60/8804678875fc59362b0fb759ab3ecce1f09c10a735680318ac30da8cd76b/scipy-1.17.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:744b2bf3640d907b79f3fd7874efe432d1cf171ee721243e350f55234b4cec4c", size = 33062057, upload-time = "2026-02-23T00:16:36.931Z" },
+    { url = "https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4", size = 35349300, upload-time = "2026-02-23T00:16:49.108Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/3d/7ccbbdcbb54c8fdc20d3b6930137c782a163fa626f0aef920349873421ba/scipy-1.17.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444", size = 35127333, upload-time = "2026-02-23T00:17:01.293Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/19/f926cb11c42b15ba08e3a71e376d816ac08614f769b4f47e06c3580c836a/scipy-1.17.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4eb6c25dd62ee8d5edf68a8e1c171dd71c292fdae95d8aeb3dd7d7de4c364082", size = 37741314, upload-time = "2026-02-23T00:17:12.576Z" },
+    { url = "https://files.pythonhosted.org/packages/95/da/0d1df507cf574b3f224ccc3d45244c9a1d732c81dcb26b1e8a766ae271a8/scipy-1.17.1-cp311-cp311-win_amd64.whl", hash = "sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff", size = 36607512, upload-time = "2026-02-23T00:17:23.424Z" },
+    { url = "https://files.pythonhosted.org/packages/68/7f/bdd79ceaad24b671543ffe0ef61ed8e659440eb683b66f033454dcee90eb/scipy-1.17.1-cp311-cp311-win_arm64.whl", hash = "sha256:9ecb4efb1cd6e8c4afea0daa91a87fbddbce1b99d2895d151596716c0b2e859d", size = 24599248, upload-time = "2026-02-23T00:17:34.561Z" },
+    { url = "https://files.pythonhosted.org/packages/35/48/b992b488d6f299dbe3f11a20b24d3dda3d46f1a635ede1c46b5b17a7b163/scipy-1.17.1-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:35c3a56d2ef83efc372eaec584314bd0ef2e2f0d2adb21c55e6ad5b344c0dcb8", size = 31610954, upload-time = "2026-02-23T00:17:49.855Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/02/cf107b01494c19dc100f1d0b7ac3cc08666e96ba2d64db7626066cee895e/scipy-1.17.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76", size = 28172662, upload-time = "2026-02-23T00:18:01.64Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/a9/599c28631bad314d219cf9ffd40e985b24d603fc8a2f4ccc5ae8419a535b/scipy-1.17.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086", size = 20344366, upload-time = "2026-02-23T00:18:12.015Z" },
+    { url = "https://files.pythonhosted.org/packages/35/f5/906eda513271c8deb5af284e5ef0206d17a96239af79f9fa0aebfe0e36b4/scipy-1.17.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b", size = 22704017, upload-time = "2026-02-23T00:18:21.502Z" },
+    { url = "https://files.pythonhosted.org/packages/da/34/16f10e3042d2f1d6b66e0428308ab52224b6a23049cb2f5c1756f713815f/scipy-1.17.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21", size = 32927842, upload-time = "2026-02-23T00:18:35.367Z" },
+    { url = "https://files.pythonhosted.org/packages/01/8e/1e35281b8ab6d5d72ebe9911edcdffa3f36b04ed9d51dec6dd140396e220/scipy-1.17.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458", size = 35235890, upload-time = "2026-02-23T00:18:49.188Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/5c/9d7f4c88bea6e0d5a4f1bc0506a53a00e9fcb198de372bfe4d3652cef482/scipy-1.17.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8a604bae87c6195d8b1045eddece0514d041604b14f2727bbc2b3020172045eb", size = 35003557, upload-time = "2026-02-23T00:18:54.74Z" },
+    { url = "https://files.pythonhosted.org/packages/65/94/7698add8f276dbab7a9de9fb6b0e02fc13ee61d51c7c3f85ac28b65e1239/scipy-1.17.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea", size = 37625856, upload-time = "2026-02-23T00:19:00.307Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/dc08d77fbf3d87d3ee27f6a0c6dcce1de5829a64f2eae85a0ecc1f0daa73/scipy-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:41b71f4a3a4cab9d366cd9065b288efc4d4f3c0b37a91a8e0947fb5bd7f31d87", size = 36549682, upload-time = "2026-02-23T00:19:07.67Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/98/fe9ae9ffb3b54b62559f52dedaebe204b408db8109a8c66fdd04869e6424/scipy-1.17.1-cp312-cp312-win_arm64.whl", hash = "sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3", size = 24547340, upload-time = "2026-02-23T00:19:12.024Z" },
+    { url = "https://files.pythonhosted.org/packages/76/27/07ee1b57b65e92645f219b37148a7e7928b82e2b5dbeccecb4dff7c64f0b/scipy-1.17.1-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:5e3c5c011904115f88a39308379c17f91546f77c1667cea98739fe0fccea804c", size = 31590199, upload-time = "2026-02-23T00:19:17.192Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/ae/db19f8ab842e9b724bf5dbb7db29302a91f1e55bc4d04b1025d6d605a2c5/scipy-1.17.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:6fac755ca3d2c3edcb22f479fceaa241704111414831ddd3bc6056e18516892f", size = 28154001, upload-time = "2026-02-23T00:19:22.241Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/58/3ce96251560107b381cbd6e8413c483bbb1228a6b919fa8652b0d4090e7f/scipy-1.17.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:7ff200bf9d24f2e4d5dc6ee8c3ac64d739d3a89e2326ba68aaf6c4a2b838fd7d", size = 20325719, upload-time = "2026-02-23T00:19:26.329Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/83/15087d945e0e4d48ce2377498abf5ad171ae013232ae31d06f336e64c999/scipy-1.17.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:4b400bdc6f79fa02a4d86640310dde87a21fba0c979efff5248908c6f15fad1b", size = 22683595, upload-time = "2026-02-23T00:19:30.304Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/e0/e58fbde4a1a594c8be8114eb4aac1a55bcd6587047efc18a61eb1f5c0d30/scipy-1.17.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2b64ca7d4aee0102a97f3ba22124052b4bd2152522355073580bf4845e2550b6", size = 32896429, upload-time = "2026-02-23T00:19:35.536Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/5f/f17563f28ff03c7b6799c50d01d5d856a1d55f2676f537ca8d28c7f627cd/scipy-1.17.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:581b2264fc0aa555f3f435a5944da7504ea3a065d7029ad60e7c3d1ae09c5464", size = 35203952, upload-time = "2026-02-23T00:19:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/a5/9afd17de24f657fdfe4df9a3f1ea049b39aef7c06000c13db1530d81ccca/scipy-1.17.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:beeda3d4ae615106d7094f7e7cef6218392e4465cc95d25f900bebabfded0950", size = 34979063, upload-time = "2026-02-23T00:19:47.547Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/13/88b1d2384b424bf7c924f2038c1c409f8d88bb2a8d49d097861dd64a57b2/scipy-1.17.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6609bc224e9568f65064cfa72edc0f24ee6655b47575954ec6339534b2798369", size = 37598449, upload-time = "2026-02-23T00:19:53.238Z" },
+    { url = "https://files.pythonhosted.org/packages/35/e5/d6d0e51fc888f692a35134336866341c08655d92614f492c6860dc45bb2c/scipy-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:37425bc9175607b0268f493d79a292c39f9d001a357bebb6b88fdfaff13f6448", size = 36510943, upload-time = "2026-02-23T00:20:50.89Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/fd/3be73c564e2a01e690e19cc618811540ba5354c67c8680dce3281123fb79/scipy-1.17.1-cp313-cp313-win_arm64.whl", hash = "sha256:5cf36e801231b6a2059bf354720274b7558746f3b1a4efb43fcf557ccd484a87", size = 24545621, upload-time = "2026-02-23T00:20:55.871Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/6b/17787db8b8114933a66f9dcc479a8272e4b4da75fe03b0c282f7b0ade8cd/scipy-1.17.1-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:d59c30000a16d8edc7e64152e30220bfbd724c9bbb08368c054e24c651314f0a", size = 31936708, upload-time = "2026-02-23T00:19:58.694Z" },
+    { url = "https://files.pythonhosted.org/packages/38/2e/524405c2b6392765ab1e2b722a41d5da33dc5c7b7278184a8ad29b6cb206/scipy-1.17.1-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0", size = 28570135, upload-time = "2026-02-23T00:20:03.934Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/c3/5bd7199f4ea8556c0c8e39f04ccb014ac37d1468e6cfa6a95c6b3562b76e/scipy-1.17.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:2ceb2d3e01c5f1d83c4189737a42d9cb2fc38a6eeed225e7515eef71ad301dce", size = 20741977, upload-time = "2026-02-23T00:20:07.935Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/b8/8ccd9b766ad14c78386599708eb745f6b44f08400a5fd0ade7cf89b6fc93/scipy-1.17.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:844e165636711ef41f80b4103ed234181646b98a53c8f05da12ca5ca289134f6", size = 23029601, upload-time = "2026-02-23T00:20:12.161Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/a0/3cb6f4d2fb3e17428ad2880333cac878909ad1a89f678527b5328b93c1d4/scipy-1.17.1-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:158dd96d2207e21c966063e1635b1063cd7787b627b6f07305315dd73d9c679e", size = 33019667, upload-time = "2026-02-23T00:20:17.208Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/c3/2d834a5ac7bf3a0c806ad1508efc02dda3c8c61472a56132d7894c312dea/scipy-1.17.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:74cbb80d93260fe2ffa334efa24cb8f2f0f622a9b9febf8b483c0b865bfb3475", size = 35264159, upload-time = "2026-02-23T00:20:23.087Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/77/d3ed4becfdbd217c52062fafe35a72388d1bd82c2d0ba5ca19d6fcc93e11/scipy-1.17.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:dbc12c9f3d185f5c737d801da555fb74b3dcfa1a50b66a1a93e09190f41fab50", size = 35102771, upload-time = "2026-02-23T00:20:28.636Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/12/d19da97efde68ca1ee5538bb261d5d2c062f0c055575128f11a2730e3ac1/scipy-1.17.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:94055a11dfebe37c656e70317e1996dc197e1a15bbcc351bcdd4610e128fe1ca", size = 37665910, upload-time = "2026-02-23T00:20:34.743Z" },
+    { url = "https://files.pythonhosted.org/packages/06/1c/1172a88d507a4baaf72c5a09bb6c018fe2ae0ab622e5830b703a46cc9e44/scipy-1.17.1-cp313-cp313t-win_amd64.whl", hash = "sha256:e30bdeaa5deed6bc27b4cc490823cd0347d7dae09119b8803ae576ea0ce52e4c", size = 36562980, upload-time = "2026-02-23T00:20:40.575Z" },
+    { url = "https://files.pythonhosted.org/packages/70/b0/eb757336e5a76dfa7911f63252e3b7d1de00935d7705cf772db5b45ec238/scipy-1.17.1-cp313-cp313t-win_arm64.whl", hash = "sha256:a720477885a9d2411f94a93d16f9d89bad0f28ca23c3f8daa521e2dcc3f44d49", size = 24856543, upload-time = "2026-02-23T00:20:45.313Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/83/333afb452af6f0fd70414dc04f898647ee1423979ce02efa75c3b0f2c28e/scipy-1.17.1-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:a48a72c77a310327f6a3a920092fa2b8fd03d7deaa60f093038f22d98e096717", size = 31584510, upload-time = "2026-02-23T00:21:01.015Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:45abad819184f07240d8a696117a7aacd39787af9e0b719d00285549ed19a1e9", size = 28170131, upload-time = "2026-02-23T00:21:05.888Z" },
+    { url = "https://files.pythonhosted.org/packages/db/7b/8624a203326675d7746a254083a187398090a179335b2e4a20e2ddc46e83/scipy-1.17.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:3fd1fcdab3ea951b610dc4cef356d416d5802991e7e32b5254828d342f7b7e0b", size = 20342032, upload-time = "2026-02-23T00:21:09.904Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/35/2c342897c00775d688d8ff3987aced3426858fd89d5a0e26e020b660b301/scipy-1.17.1-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:7bdf2da170b67fdf10bca777614b1c7d96ae3ca5794fd9587dce41eb2966e866", size = 22678766, upload-time = "2026-02-23T00:21:14.313Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/f2/7cdb8eb308a1a6ae1e19f945913c82c23c0c442a462a46480ce487fdc0ac/scipy-1.17.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:adb2642e060a6549c343603a3851ba76ef0b74cc8c079a9a58121c7ec9fe2350", size = 32957007, upload-time = "2026-02-23T00:21:19.663Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/2e/7eea398450457ecb54e18e9d10110993fa65561c4f3add5e8eccd2b9cd41/scipy-1.17.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:eee2cfda04c00a857206a4330f0c5e3e56535494e30ca445eb19ec624ae75118", size = 35221333, upload-time = "2026-02-23T00:21:25.278Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/77/5b8509d03b77f093a0d52e606d3c4f79e8b06d1d38c441dacb1e26cacf46/scipy-1.17.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:d2650c1fb97e184d12d8ba010493ee7b322864f7d3d00d3f9bb97d9c21de4068", size = 35042066, upload-time = "2026-02-23T00:21:31.358Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/df/18f80fb99df40b4070328d5ae5c596f2f00fffb50167e31439e932f29e7d/scipy-1.17.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:08b900519463543aa604a06bec02461558a6e1cef8fdbb8098f77a48a83c8118", size = 37612763, upload-time = "2026-02-23T00:21:37.247Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/39/f0e8ea762a764a9dc52aa7dabcfad51a354819de1f0d4652b6a1122424d6/scipy-1.17.1-cp314-cp314-win_amd64.whl", hash = "sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19", size = 37290984, upload-time = "2026-02-23T00:22:35.023Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/56/fe201e3b0f93d1a8bcf75d3379affd228a63d7e2d80ab45467a74b494947/scipy-1.17.1-cp314-cp314-win_arm64.whl", hash = "sha256:f8885db0bc2bffa59d5c1b72fad7a6a92d3e80e7257f967dd81abb553a90d293", size = 25192877, upload-time = "2026-02-23T00:22:39.798Z" },
+    { url = "https://files.pythonhosted.org/packages/96/ad/f8c414e121f82e02d76f310f16db9899c4fcde36710329502a6b2a3c0392/scipy-1.17.1-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:1cc682cea2ae55524432f3cdff9e9a3be743d52a7443d0cba9017c23c87ae2f6", size = 31949750, upload-time = "2026-02-23T00:21:42.289Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/b0/c741e8865d61b67c81e255f4f0a832846c064e426636cd7de84e74d209be/scipy-1.17.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:2040ad4d1795a0ae89bfc7e8429677f365d45aa9fd5e4587cf1ea737f927b4a1", size = 28585858, upload-time = "2026-02-23T00:21:47.706Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/1b/3985219c6177866628fa7c2595bfd23f193ceebbe472c98a08824b9466ff/scipy-1.17.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:131f5aaea57602008f9822e2115029b55d4b5f7c070287699fe45c661d051e39", size = 20757723, upload-time = "2026-02-23T00:21:52.039Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/19/2a04aa25050d656d6f7b9e7b685cc83d6957fb101665bfd9369ca6534563/scipy-1.17.1-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:9cdc1a2fcfd5c52cfb3045feb399f7b3ce822abdde3a193a6b9a60b3cb5854ca", size = 23043098, upload-time = "2026-02-23T00:21:56.185Z" },
+    { url = "https://files.pythonhosted.org/packages/86/f1/3383beb9b5d0dbddd030335bf8a8b32d4317185efe495374f134d8be6cce/scipy-1.17.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6e3dcd57ab780c741fde8dc68619de988b966db759a3c3152e8e9142c26295ad", size = 33030397, upload-time = "2026-02-23T00:22:01.404Z" },
+    { url = "https://files.pythonhosted.org/packages/41/68/8f21e8a65a5a03f25a79165ec9d2b28c00e66dc80546cf5eb803aeeff35b/scipy-1.17.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a9956e4d4f4a301ebf6cde39850333a6b6110799d470dbbb1e25326ac447f52a", size = 35281163, upload-time = "2026-02-23T00:22:07.024Z" },
+    { url = "https://files.pythonhosted.org/packages/84/8d/c8a5e19479554007a5632ed7529e665c315ae7492b4f946b0deb39870e39/scipy-1.17.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:a4328d245944d09fd639771de275701ccadf5f781ba0ff092ad141e017eccda4", size = 35116291, upload-time = "2026-02-23T00:22:12.585Z" },
+    { url = "https://files.pythonhosted.org/packages/52/52/e57eceff0e342a1f50e274264ed47497b59e6a4e3118808ee58ddda7b74a/scipy-1.17.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a77cbd07b940d326d39a1d1b37817e2ee4d79cb30e7338f3d0cddffae70fcaa2", size = 37682317, upload-time = "2026-02-23T00:22:18.513Z" },
+    { url = "https://files.pythonhosted.org/packages/11/2f/b29eafe4a3fbc3d6de9662b36e028d5f039e72d345e05c250e121a230dd4/scipy-1.17.1-cp314-cp314t-win_amd64.whl", hash = "sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484", size = 37345327, upload-time = "2026-02-23T00:22:24.442Z" },
+    { url = "https://files.pythonhosted.org/packages/07/39/338d9219c4e87f3e708f18857ecd24d22a0c3094752393319553096b98af/scipy-1.17.1-cp314-cp314t-win_arm64.whl", hash = "sha256:200e1050faffacc162be6a486a984a0497866ec54149a01270adc8a59b7c7d21", size = 25489165, upload-time = "2026-02-23T00:22:29.563Z" },
 ]
 
 [[package]]
@@ -6301,7 +6335,7 @@ dependencies = [
     { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "pydantic-settings", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
-    { name = "scipy", version = "1.17.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
+    { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "websockets", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
@@ -6460,7 +6494,7 @@ requires-dist = [
     { name = "ollama", marker = "extra == 'ollama'", specifier = "~=0.4" },
     { name = "onnxruntime", marker = "extra == 'onnx'", specifier = "==1.22.1" },
     { name = "onnxruntime-genai", marker = "extra == 'onnx'", specifier = "==0.9.0" },
-    { name = "openai", specifier = ">=1.98.0,<2" },
+    { name = "openai", specifier = ">=2.0.0" },
     { name = "openapi-core", specifier = ">=0.18,<0.20" },
     { name = "opentelemetry-api", specifier = "~=1.24" },
     { name = "opentelemetry-sdk", specifier = "~=1.24" },
@@ -6511,7 +6545,7 @@ dev = [
 
 [[package]]
 name = "sentence-transformers"
-version = "5.2.2"
+version = "5.2.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "huggingface-hub", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -6519,15 +6553,15 @@ dependencies = [
     { name = "scikit-learn", version = "1.7.2", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
     { name = "scikit-learn", version = "1.8.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
     { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
-    { name = "scipy", version = "1.17.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
+    { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
     { name = "torch", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "tqdm", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "transformers", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a6/bc/0bc9c0ec1cf83ab2ec6e6f38667d167349b950fff6dd2086b79bd360eeca/sentence_transformers-5.2.2.tar.gz", hash = "sha256:7033ee0a24bc04c664fd490abf2ef194d387b3a58a97adcc528783ff505159fa", size = 381607, upload-time = "2026-01-27T11:11:02.658Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5b/30/21664028fc0776eb1ca024879480bbbab36f02923a8ff9e4cae5a150fa35/sentence_transformers-5.2.3.tar.gz", hash = "sha256:3cd3044e1f3fe859b6a1b66336aac502eaae5d3dd7d5c8fc237f37fbf58137c7", size = 381623, upload-time = "2026-02-17T14:05:20.238Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cc/21/7e925890636791386e81b52878134f114d63072e79fffe14cdcc5e7a5e6a/sentence_transformers-5.2.2-py3-none-any.whl", hash = "sha256:280ac54bffb84c110726b4d8848ba7b7c60813b9034547f8aea6e9a345cd1c23", size = 494106, upload-time = "2026-01-27T11:11:00.983Z" },
+    { url = "https://files.pythonhosted.org/packages/46/9f/dba4b3e18ebbe1eaa29d9f1764fbc7da0cd91937b83f2b7928d15c5d2d36/sentence_transformers-5.2.3-py3-none-any.whl", hash = "sha256:6437c62d4112b615ddebda362dfc16a4308d604c5b68125ed586e3e95d5b2e30", size = 494225, upload-time = "2026-02-17T14:05:18.596Z" },
 ]
 
 [[package]]
@@ -6617,108 +6651,108 @@ wheels = [
 
 [[package]]
 name = "simsimd"
-version = "6.5.12"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a4/13/dbcee7d607cbcfdfdf3a0593bec46479ce4e5957b39c5e81333efe540464/simsimd-6.5.12.tar.gz", hash = "sha256:c9b8720c9bc9dcfc36f570c2f96bfd74d1c9e1d0ebeecafc7a130ad3f0affe41", size = 186676, upload-time = "2025-12-21T01:13:38.467Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/48/bd/e74191ef929f0f817a5ea22024a721b12c5dd70f6b2edc830ecd705707e7/simsimd-6.5.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3c0ca16b56471273f9371cc037d3bdaad011d658910dcbe95a155a19225a58ea", size = 106300, upload-time = "2025-12-21T01:10:18.284Z" },
-    { url = "https://files.pythonhosted.org/packages/fb/02/7dc1df5d5418a73c9d9b1e93a3a443c31d19b9764e9c25b38778541e9a13/simsimd-6.5.12-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a9932e3f613bc9b2a168d138dd471f9b200c00c0f17c43ffcb3cff64427e121c", size = 94585, upload-time = "2025-12-21T01:10:19.96Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/e2/2fab39b24f806029782750bd2321b7b5bbee4aaf36d24dc97dea7bdc5371/simsimd-6.5.12-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a323f78514c673b1f7203c5b3ac790548e443e63a8ffa54cc37bd6681e7136e3", size = 384486, upload-time = "2025-12-21T01:10:21.581Z" },
-    { url = "https://files.pythonhosted.org/packages/57/95/2dc78ee7286bb7702e12c181780c66610ddbe9aaa2ae54b8afecdc71be44/simsimd-6.5.12-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:4a4f9b128edab78a093fff1ccfa1b6e2cfa67b5e95df8ebdd769c4c6ff8346dd", size = 273708, upload-time = "2025-12-21T01:10:22.778Z" },
-    { url = "https://files.pythonhosted.org/packages/24/a6/e9f4f5dc76af942d63b6355da9ec02fd69f59a6260c054f1c3cd04eb95b4/simsimd-6.5.12-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:10c322d2c3164f82e41e0bd11883660ac73026b07d63ba6a6c7f5ed09f97c83d", size = 295064, upload-time = "2025-12-21T01:10:24.461Z" },
-    { url = "https://files.pythonhosted.org/packages/0d/b2/0a444636b31227442833e8d1bee761c419f9b55d2e13ea4c59e51edbe124/simsimd-6.5.12-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5705edf0a4fd11399c63c8a94fa6808fcb78903eb2d665ed68f950c1702a8421", size = 285045, upload-time = "2025-12-21T01:10:26.147Z" },
-    { url = "https://files.pythonhosted.org/packages/6d/a0/84e128cc7be66797132c1279fc359a581e54c3b86f71e7e13604e006d8de/simsimd-6.5.12-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:864a16e2ebf45c0ae6ecc89f3a798de871ae56b29fcb8a448754781256b80fd6", size = 582277, upload-time = "2025-12-21T01:10:27.79Z" },
-    { url = "https://files.pythonhosted.org/packages/21/34/0d5281f345fecad56cb333e82ff01ca6a43746982182f5a8fba34c47f3be/simsimd-6.5.12-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:567e4b50f6ad1ce30727ee74599b11acc21ed8863fce21150429145ba1aa71f1", size = 420795, upload-time = "2025-12-21T01:10:29.158Z" },
-    { url = "https://files.pythonhosted.org/packages/a8/0b/9f25ddc3ac0978bd6b6fa9423011f9289566c3f86fdd7ed129c780ec0f5a/simsimd-6.5.12-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:8b6162d39a4bbde70d4756e91a8b23a9dfced29aa28d947375588c454c87c076", size = 317870, upload-time = "2025-12-21T01:10:30.952Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/50/fd7a34de88ffc3103c0c3cc5840d8aa8f0175a20dc2db493050f1af72844/simsimd-6.5.12-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:29a6538072af2ec188b41c10332e85f1daf24fee019c442d7e60ed3c4a915060", size = 337939, upload-time = "2025-12-21T01:10:32.255Z" },
-    { url = "https://files.pythonhosted.org/packages/61/ec/7a1326948c230e23ae8b722bcbae99d9dd6e2d94b47a2d773b12d74e55e9/simsimd-6.5.12-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:1a836920c2be6a8eefdced37846e6d8cbc5f1b96a951698673b701d0fda7410d", size = 315259, upload-time = "2025-12-21T01:10:33.508Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/8a/f1afcddbe3b50404cab9aaf97f05e8e7647dae1e5f13a2297b2c265e6f7f/simsimd-6.5.12-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d3c883d4e6773f63312bc2982c3df08e5ff3241f95f22b663d39e575a425fe41", size = 618606, upload-time = "2025-12-21T01:10:34.805Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/f0/a6e78778101c2ef7070c79eae06a129ef7bb2c0021546bd915f3e9faae1d/simsimd-6.5.12-cp310-cp310-win_amd64.whl", hash = "sha256:8544a2bbcd94ca939dc1214d833d7d914ce936f587e398650fd191a641564a62", size = 87157, upload-time = "2025-12-21T01:10:36.499Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/80/4f58d4121c569c0492fdd4b1e3ddc62d0bed5e1a6eb3aea6e7c76ab01f18/simsimd-6.5.12-cp310-cp310-win_arm64.whl", hash = "sha256:6abc1d86221f25d26812c5ed8023cb7db7caf003bdda30c8e90020bdb2e2675e", size = 62735, upload-time = "2025-12-21T01:10:38.04Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/16/7ec9c660e72297af5a192cc5d0570993b626a3f06d58b0a21852e9d97adc/simsimd-6.5.12-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:93d0c3e06f525c3c57c33353d18e28a602f8a1a64b47a5326d7696a4f9746e54", size = 106303, upload-time = "2025-12-21T01:10:39.641Z" },
-    { url = "https://files.pythonhosted.org/packages/16/07/967e2471af0d970d303921aa12b962b8fd58375429751f1d1164cddfc4c6/simsimd-6.5.12-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1d62031303404cb6282488b19c8199fe93511c9442774ecd86b819c8d4ae26aa", size = 94586, upload-time = "2025-12-21T01:10:41.212Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/8f/c234b8c1f2728b59ddbb1e83e4f0f6f621c2c6281741e37496c3dd94ebdd/simsimd-6.5.12-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:befedf61c3a832ba517abe577f10d6666da2afdf9d3a3487dffa2830306850c2", size = 385357, upload-time = "2025-12-21T01:10:42.736Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/8e/46fc44e7eb265e3e722d53310c49b76f6cb80cb84494049edf4bd16868de/simsimd-6.5.12-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:71b1d861b401a779f197386588af2ab6cc6e7bec817e5bbfc8989f8476b83db6", size = 274441, upload-time = "2025-12-21T01:10:44.522Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/2c/c5cba05586dbf3f537ea804aba0e322d9ae6a8c7379a63d4889ab504e0f4/simsimd-6.5.12-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9127875491bb00c4499ce686fc15611f2e887f25191580f60839b4f79971cc8f", size = 295782, upload-time = "2025-12-21T01:10:45.793Z" },
-    { url = "https://files.pythonhosted.org/packages/75/d1/c7355fd8d9fc30124bef1cd1d1ad78f05741bd0363150b3fce8c4945ad62/simsimd-6.5.12-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:890480b76333d099a69617bbab5f6ce24c48c29020efabc79a1be31ce567a209", size = 285708, upload-time = "2025-12-21T01:10:47.584Z" },
-    { url = "https://files.pythonhosted.org/packages/35/c3/64afba86e6ebe195653a7834447131e0226f8df7cfee28e8b384392e3b2a/simsimd-6.5.12-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:672478af4aebfc932a5a38c4f7a49ed0579591be5eab7b61dec2601a89c93f53", size = 583200, upload-time = "2025-12-21T01:10:49.579Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/81/f0eedaebf3147e2490c903eb816388f372f0d77a4476d9f1d11bdf03b37d/simsimd-6.5.12-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e01b707a3b755addf7bc4c72bca3c69a37ce16f37e370701ffb2d1dcc696238b", size = 421524, upload-time = "2025-12-21T01:10:51.157Z" },
-    { url = "https://files.pythonhosted.org/packages/ee/8c/3644bba31ffbfebe86d6ac9c389a25c48de9852652d433af2de3b6cff248/simsimd-6.5.12-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:9b06145f02628aed758b708dc2e86bf21736688441637ac891de58cfc576d606", size = 318616, upload-time = "2025-12-21T01:10:52.603Z" },
-    { url = "https://files.pythonhosted.org/packages/af/e6/8a5fd37d4724ecb36d81f63b20ac933f82b07f515ecfbfbbbcec4d4ea8d3/simsimd-6.5.12-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:626cdb06607082ac20f8eb0724228531c49a881a9ca473a683ff6e7edbf3c10e", size = 338661, upload-time = "2025-12-21T01:10:54.395Z" },
-    { url = "https://files.pythonhosted.org/packages/09/85/5fa34d2093e41298faaca07364f6e87728da3926b252b6d117368d1d4162/simsimd-6.5.12-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:8980279708596544d762dc437f52c8c4ead45620400eedd8adc7704bf6799d5e", size = 316016, upload-time = "2025-12-21T01:10:55.654Z" },
-    { url = "https://files.pythonhosted.org/packages/90/ef/1271d30dca05f94f8c26a2556578b8603175ea3748fd966e2e1f454c6a8c/simsimd-6.5.12-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d1578066a67c9d60b6e11a4f99583137d08fce5dc019de8a8ee3afa79bc28fb1", size = 619233, upload-time = "2025-12-21T01:10:57.502Z" },
-    { url = "https://files.pythonhosted.org/packages/af/98/2e5bfe60801e7fd1e309de1b05ab212656cf1b85658505038e4923feff93/simsimd-6.5.12-cp311-cp311-win_amd64.whl", hash = "sha256:d32708b7ccce52a08a99c407655a1b2e231c068c677b797d2598df6598a7463f", size = 87151, upload-time = "2025-12-21T01:10:59.287Z" },
-    { url = "https://files.pythonhosted.org/packages/16/21/f4bf0f8c90e78d059c8bf246488afa4ab9457ee562bd439852ddd5c179cc/simsimd-6.5.12-cp311-cp311-win_arm64.whl", hash = "sha256:e627231da9ebc49e56a2a39a686fe07a4869f4837115a2a67a0688303225551e", size = 62733, upload-time = "2025-12-21T01:11:00.58Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/be/3636d31575a48e75d6a3f52836739bf02f930843a7455ea9515d83a4618f/simsimd-6.5.12-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:63df722f710d9adfa4d4a46772da203d7854b55ca4fd45c3fee149b546e1b56b", size = 105091, upload-time = "2025-12-21T01:11:01.823Z" },
-    { url = "https://files.pythonhosted.org/packages/6b/55/cd16b42861c58c52b39da6806b820ed48a817ce966fc9ed4ad5c16543519/simsimd-6.5.12-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ec6fcccc99f06e4dff5bd3af8b3d290e5199e7b6414e0c050fa52e5ae2797940", size = 94561, upload-time = "2025-12-21T01:11:03.073Z" },
-    { url = "https://files.pythonhosted.org/packages/44/29/019063f8b962f227c8d2dd40e84a074bc4007b0ae55bf8a260648c9d839e/simsimd-6.5.12-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8c780491ea8f927ba6d20dce9d29f1eeab8e0eee1a4306d844a3a1db03ea1a05", size = 384963, upload-time = "2025-12-21T01:11:04.736Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/74/c485204fb2a6208059a774d42787462d1be74b1cc51b9c76d9680f7a6ef1/simsimd-6.5.12-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:1b9a2b7b63820e289d0e5df28d9331058c2ae898917faf59f52ff07a47d882a2", size = 274160, upload-time = "2025-12-21T01:11:06.052Z" },
-    { url = "https://files.pythonhosted.org/packages/53/12/f28f9afb95e4497759ef5507f1d8f53bc486476c7e2db4a9199d4389779f/simsimd-6.5.12-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e3446d79773525627bf218bf30114dc60599e496c9a9bb02aa61f96b137ecc41", size = 295453, upload-time = "2025-12-21T01:11:07.448Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/0b/5b84d21461e5591616dc720ab1ef45b73367ff203860ca575511ad09db31/simsimd-6.5.12-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:559a5c53ac2353281746905c9c2b763db1df5b38ca040740cd50e2fdd32320c9", size = 285482, upload-time = "2025-12-21T01:11:08.762Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/90/f66c0f1d87c5d00ecae5774398e5d636c76bdf84d8b7d0e8182c82c37cd1/simsimd-6.5.12-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d7213a87303563b7a82de1c597c604bf018483350ddab93c9c7b9b2b0646b70", size = 582953, upload-time = "2025-12-21T01:11:10.096Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/01/0dda71460b7414fbd3f5522dcee7b406d5acc309060c5f146e4d6aff9881/simsimd-6.5.12-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ba817741a998810381540aa605cc0975a064ff25a12df97113180b4eb6cf6ffa", size = 421266, upload-time = "2025-12-21T01:11:11.46Z" },
-    { url = "https://files.pythonhosted.org/packages/f1/9e/1f816cbfdd98b3bc7b2aec866f6c34ed958fe61d38876b9ec83509543b59/simsimd-6.5.12-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:1b4213afc55a8658eb4a4f8af6ae74f3d22166470a3c90b16b2ad1056b3bb368", size = 318311, upload-time = "2025-12-21T01:11:12.789Z" },
-    { url = "https://files.pythonhosted.org/packages/58/57/b9245ebfa35e9f0ebf23085ce21330dd24add5560719156d2873a29e4181/simsimd-6.5.12-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:b8a8c15bb3e137bed63c9d212609f0e5453ed52caf5e08b0d18804b5ae706a16", size = 338390, upload-time = "2025-12-21T01:11:14.203Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/41/5ec5147f8b20c9dc487770692560135d8003205a415d1ee5cff7309fbba0/simsimd-6.5.12-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7c72dee3b815b68ac0dc8fc806d45ba4d86985a67f7c96de318dfbe5fe890b51", size = 315824, upload-time = "2025-12-21T01:11:15.563Z" },
-    { url = "https://files.pythonhosted.org/packages/94/27/0bc510f629961dd217f5544adf3b7fe209785926119ee9e277da31e9082f/simsimd-6.5.12-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a8b1714c4cd3475e85a70c9b5d89b0c6244dd2e0bdcd12850c9e2b894bce425f", size = 619010, upload-time = "2025-12-21T01:11:17.523Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/c5/551b4965982cb440f08f6ba2ae9d6e919cbd6d604962f5f3dffe922bcd8c/simsimd-6.5.12-cp312-cp312-win_amd64.whl", hash = "sha256:baf13245f8b625be0ed440fd67e3d438b2409167992bac09b08dde2019917489", size = 87423, upload-time = "2025-12-21T01:11:19.352Z" },
-    { url = "https://files.pythonhosted.org/packages/39/86/7c492c15b304daf5b235b7a82aba0df7c13807aee8bda8ec1666f685e1eb/simsimd-6.5.12-cp312-cp312-win_arm64.whl", hash = "sha256:001c24e6a575223f9fac0860b61eb4b153d399b54d54a6cba619966d113681fc", size = 62864, upload-time = "2025-12-21T01:11:21.054Z" },
-    { url = "https://files.pythonhosted.org/packages/34/a2/dc962526923347f831c9596c0dacff0310505b4b5b12cc55fa865f131f7e/simsimd-6.5.12-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:cfea2844bae8fc49ac5f5ae5764b9b5f31b2da6fcb3f9ac74588d468df371ea4", size = 105094, upload-time = "2025-12-21T01:11:22.299Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/79/79b14fbad6c2de70e6c16a479adaa44a91fc1cd3175a3314ce1d3a6f38e0/simsimd-6.5.12-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:429b121b164c82e3562d0bcf6b37b1d5c813b13c3cef76badf1d244199b4b787", size = 94569, upload-time = "2025-12-21T01:11:23.518Z" },
-    { url = "https://files.pythonhosted.org/packages/66/e1/571a2409143202b74e95884c5d12a7130b3e43f954f7d77c9662a84e605d/simsimd-6.5.12-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:80adba6c6c769a933ad14137ffc1c6c1f521ccf9cd579392c9741f0cbbb875ff", size = 385016, upload-time = "2025-12-21T01:11:24.772Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/4d/81f341d7494d0dde08b026083b281dd969a5348bdd18e718333fdc040d33/simsimd-6.5.12-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:868f91627d26bd06469329b5f87d7d5a9fabaffcccefbcd65ebf0174cb771240", size = 274221, upload-time = "2025-12-21T01:11:26.199Z" },
-    { url = "https://files.pythonhosted.org/packages/27/0f/9a4645f13b4a8fd9142da225e278c8247daf1b96d54ff97d1d1742945d3e/simsimd-6.5.12-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a57aaaf2c53fc06ed32d25ee1fb81c9f9b037bae9c844a634790faef8121c207", size = 295503, upload-time = "2025-12-21T01:11:27.581Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/ea/e9debe4f50cbfbba9e2f302984500cddb934bd42cc93e3628d5771963cfd/simsimd-6.5.12-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f85e7045007b3601d1d5c65295bb729a48ca2c49de437d4f287773e291ccc524", size = 285561, upload-time = "2025-12-21T01:11:29.379Z" },
-    { url = "https://files.pythonhosted.org/packages/5a/11/573e1783486c73ae86e28ec302c5e1ec36f3ddd4ee6a3bf2d86e10c8c313/simsimd-6.5.12-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d4739ebd2241f45d3a32fc3cd9d6353426052fe5e66e39dbe8c9451880e78b43", size = 583050, upload-time = "2025-12-21T01:11:30.892Z" },
-    { url = "https://files.pythonhosted.org/packages/22/43/f17aa241328c3de707203e55c0e9c64cc4d32f52189f4e08bc071efc362d/simsimd-6.5.12-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0d884a90c0b6aef70289790258c189df52add4dc9afbbbf690c3e3799708e71a", size = 421293, upload-time = "2025-12-21T01:11:32.424Z" },
-    { url = "https://files.pythonhosted.org/packages/04/ab/f464bc8a9f3967b9a7d5f4f30c017ccf21cf9bf62b33906d47d8a2ebdda1/simsimd-6.5.12-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bc74c27c170c8c81c411d6eb3ba47847d7392471f4051f30c818929e9a471a30", size = 318344, upload-time = "2025-12-21T01:11:33.864Z" },
-    { url = "https://files.pythonhosted.org/packages/77/db/905072ebde6f1497fe972c272e85249826509a9870205a2c2dea5fbe6b62/simsimd-6.5.12-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:e46589f15e85a19c94e273dfb2c2b88ddd1e0d933000fdf15af2222d846e484c", size = 338435, upload-time = "2025-12-21T01:11:35.549Z" },
-    { url = "https://files.pythonhosted.org/packages/35/6c/ffec40c90e42504c7846640ba83a1384c4c1444810ef8b25c4cd6def8bc4/simsimd-6.5.12-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:bf2f3831c3711305d41526225339833214003a9a952b3cbe68c78089417928c0", size = 315880, upload-time = "2025-12-21T01:11:37.01Z" },
-    { url = "https://files.pythonhosted.org/packages/91/c6/6fd5f450a4c03a109e7a63345d7c1c2a98741ba1934fa9ce94cae6049d12/simsimd-6.5.12-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:29a63aef87157638e6859c97284ca9aa97820f706c89f5a618a40d9158003123", size = 619094, upload-time = "2025-12-21T01:11:38.403Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/72/9dc175596c67c7dbc810ce256902f03ee9b680fb33c28d85205e93a9b1ff/simsimd-6.5.12-cp313-cp313-win_amd64.whl", hash = "sha256:124254489c425a8871d764b4ffe2c7c05ef58502b48f488979a376b81449b0a3", size = 87421, upload-time = "2025-12-21T01:11:39.797Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/88/51e7674d6a9f65c9cfc4314bfa3d407e54a16c537adcc02ba0cd9c11c478/simsimd-6.5.12-cp313-cp313-win_arm64.whl", hash = "sha256:5ffade91550d04308fae8ef0a396252e5e876144589dd77148f67f3b21ac79e4", size = 62869, upload-time = "2025-12-21T01:11:41.224Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/25/2abcac2dcb481c7229213467889e897d8cdf67ab4b484fb8767a332d7295/simsimd-6.5.12-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4bf0ef65e0f990d568c6cf4bed84ec206df19567d961515774e0ec7960c30738", size = 105265, upload-time = "2025-12-21T01:11:42.833Z" },
-    { url = "https://files.pythonhosted.org/packages/43/91/ebeaca50d08e6800cd8dd8a1c02a18786d0b90f382080ea66db105eb2732/simsimd-6.5.12-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3d6d7a684641bd7fda4d8c068c065e3d16aec7faa58896737d0142a2b915e6ee", size = 94737, upload-time = "2025-12-21T01:11:44.115Z" },
-    { url = "https://files.pythonhosted.org/packages/90/5c/91bec33fc5ab733a1a77a5b24d2d0d5fefbcbac27612431afc2a0296749a/simsimd-6.5.12-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dfdb17ea48b90c7734f390b869d5cdfc0ab710ad871ead5aa80819a83ceb8784", size = 386961, upload-time = "2025-12-21T01:11:45.414Z" },
-    { url = "https://files.pythonhosted.org/packages/16/5f/2b2ea3465ffa035e60bc42e29c57c6abbaabf15619072f3578e003b0c337/simsimd-6.5.12-cp313-cp313t-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:875d82e69abe3d0fbd963bc57afcece480427b2cb931fdf750e5cd06761a53b6", size = 275318, upload-time = "2025-12-21T01:11:46.965Z" },
-    { url = "https://files.pythonhosted.org/packages/37/c8/4a8afc30ef0f4d2220bfb7d74b7680638beb12ef0c05844c6d51c9a039cf/simsimd-6.5.12-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9ddb0746e5da08565688ec5816cc55275a809ffa45fd3b9c4ed9bb6c09fabfb0", size = 297054, upload-time = "2025-12-21T01:11:48.437Z" },
-    { url = "https://files.pythonhosted.org/packages/81/02/9ac94a67969d187de67db0c8c711a62726e1b34d03da6a2dc78655822231/simsimd-6.5.12-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8d6eda67e34fef11f45797b67c22964384b0a8c70908d4ae864a5125192c6232", size = 286829, upload-time = "2025-12-21T01:11:50.145Z" },
-    { url = "https://files.pythonhosted.org/packages/4c/dc/a755be704c5785d58d67b7ff453589fa9e8da46b5452d837a13cf62c3170/simsimd-6.5.12-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:120204110cce61f76cefcef595b28a3d1bb25f9989448e3d90738ee3105d819f", size = 584549, upload-time = "2025-12-21T01:11:51.532Z" },
-    { url = "https://files.pythonhosted.org/packages/13/8e/7e1d6c8c1c00348a67f551d747f2347d538e0750bc5b161bbf216f9ee263/simsimd-6.5.12-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:85d21ac5d86285cca3dc969255c637156def5a7d9f5304f54caaf991506742ca", size = 422824, upload-time = "2025-12-21T01:11:53.12Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/0f/43c03819fbe4835275ec4e97df6ecafca6d34e86304047f918a15e006485/simsimd-6.5.12-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:67d2a2c1f95c6e8f1c2085b012af85c6e7f4ff2ed66d682f71c473b49716d5de", size = 319691, upload-time = "2025-12-21T01:11:54.547Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/2e/c69b98967352458e5d84a5897b01d2cbe4284fb38c2aaa1bf2c67c0b6b55/simsimd-6.5.12-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:0118b09e4c45558a19a759a7668138583faf3ce430ee4692c5e8c73140942a7b", size = 339962, upload-time = "2025-12-21T01:11:56.013Z" },
-    { url = "https://files.pythonhosted.org/packages/47/7b/55f4649e12fdb08c88029bde0af0f0309d5983f540b4d4209c5adad233b4/simsimd-6.5.12-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:87ee147a0fb643ea8c752992c5bb4241311b748570edfef77d2fd7ae4650cfbb", size = 317309, upload-time = "2025-12-21T01:11:57.974Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/a0/e9d57ccf8518b2993e239e51805dd489a61b43b59468bf80e463bb48d3ae/simsimd-6.5.12-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:a37f234cc919b3940341a2d87f19ef82a402a8fa4aa5893afe9a11f28a09ad71", size = 620214, upload-time = "2025-12-21T01:12:00.493Z" },
-    { url = "https://files.pythonhosted.org/packages/00/78/96187a761b57fa280e250660650614fa338b55b6fc80319c7687017ca6d7/simsimd-6.5.12-cp313-cp313t-win_amd64.whl", hash = "sha256:70907e4d76234f429f17d134b33f63a1610bc6bf110883aa242ed031750b20fc", size = 87595, upload-time = "2025-12-21T01:12:02.052Z" },
-    { url = "https://files.pythonhosted.org/packages/55/df/e92fde2ff0a557d802221586b8188d4aaa94f9faca20d4710e1fc8de1629/simsimd-6.5.12-cp313-cp313t-win_arm64.whl", hash = "sha256:31ec8b7ca0e40702585c81541bd7a4f1466d3dec66d28667f887f3a337de3bbe", size = 63065, upload-time = "2025-12-21T01:12:03.55Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/7d/ea9be2561474db9bbfd70909adbbd6f7e63f85750fc6650ec060c56bc95d/simsimd-6.5.12-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:dc4dd5cc13e5972a00b5fe556907f9975c645f8d6c8b732a17003dea85da99cc", size = 105165, upload-time = "2025-12-21T01:12:05.256Z" },
-    { url = "https://files.pythonhosted.org/packages/06/73/176cb3a2ce6cf0e16dc46589fdc326e3e3a4ed073037d3af6915e5d123ce/simsimd-6.5.12-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:2dada34cb1b2605fa3137e7bda55ab5031fb0a858fb061d0807a7e183088d9cf", size = 94577, upload-time = "2025-12-21T01:12:06.628Z" },
-    { url = "https://files.pythonhosted.org/packages/24/05/35c7f6252a5cc019e230cb9909f9b6baaf0b074cdaac642b630be056ee3b/simsimd-6.5.12-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1c3ba693578b52745ae91046f8049f89d4f6bfb7fe28a660c5ecda4bfcb057c3", size = 385237, upload-time = "2025-12-21T01:12:07.973Z" },
-    { url = "https://files.pythonhosted.org/packages/49/ba/ee8cc9a9b5cd1b14e07c8d7f1a44b85d8cdb1809e193eb49e4c20f9aaa8d/simsimd-6.5.12-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:8c737464ec2f03a7cdd32b3c1ac44e5d16e99e6397d94d93d0d04f8c41cea2df", size = 274335, upload-time = "2025-12-21T01:12:09.449Z" },
-    { url = "https://files.pythonhosted.org/packages/af/10/b36085578aad1661d459121fa782b6fb6c4f243f45ea6654a91be6295b2e/simsimd-6.5.12-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4887dba3cfd2c8294e3033d7e7035e0316d050c513b33f295c3b91519261c23b", size = 295681, upload-time = "2025-12-21T01:12:10.899Z" },
-    { url = "https://files.pythonhosted.org/packages/63/81/4f16a50e376e949792379b06365f9fa4b3f718401a66d782ddc162f40beb/simsimd-6.5.12-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5e6adee5b8b1c983da682cefba234925d0749d7ccccd33cd1a5162428a688724", size = 285647, upload-time = "2025-12-21T01:12:12.427Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/6e/75fc3e5dbf8968c3f3c83b04d62fe2cb1ab0c061641d0230764e2c4340a2/simsimd-6.5.12-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a006be4fc1c102a8dd589a4ec627999456998ee942058c41d4daebed6874ef6b", size = 583198, upload-time = "2025-12-21T01:12:13.891Z" },
-    { url = "https://files.pythonhosted.org/packages/aa/40/71d8ba2dff24aed076b4d49ec93a61c91074234a531169f094df3ed339e3/simsimd-6.5.12-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c76fc25f6497f4a1a46567b3722c639dfc25e1f26ee5363bf0a27ab715851070", size = 421458, upload-time = "2025-12-21T01:12:15.465Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/bc/10d47e67343103651b5203e05beaa075851225f39dfc2deddfcec82e31d4/simsimd-6.5.12-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:8f46fd828b6f2da0002c6758f322d3efd1b334168ae4ef9e7a3a7ff1ec3edf92", size = 318506, upload-time = "2025-12-21T01:12:16.987Z" },
-    { url = "https://files.pythonhosted.org/packages/91/22/d7df125b3d3c6e5fca3f34e7944e9a758403fc9bd6a993b2b645a6db42ff/simsimd-6.5.12-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:91b51b37c2fc5ea7d9fd2cabe313880d62941c4e58071f9ad6b046eccd030442", size = 338531, upload-time = "2025-12-21T01:12:18.56Z" },
-    { url = "https://files.pythonhosted.org/packages/75/79/0b895f399e9d98c6a9e4c2195e51715a9366be8a2225d8d6b5d8f996bbd2/simsimd-6.5.12-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:6974cbfadd790ccff68e5894d9a2f808da80ad70a8b96adccff8591020faabda", size = 316054, upload-time = "2025-12-21T01:12:20.076Z" },
-    { url = "https://files.pythonhosted.org/packages/ce/42/2b5054bd062e54210fd1b4bf3dc3e005edc6835acb9490d77eb76b71bfc8/simsimd-6.5.12-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:401e965292b46aa58cca2a601dc1fd1f2274d65cbf89abb8b89deba2d46735f3", size = 619179, upload-time = "2025-12-21T01:12:21.553Z" },
-    { url = "https://files.pythonhosted.org/packages/78/f6/9371446ea17ccf2c024475e64cea8379d02d907cc96bb7878abc9a49676a/simsimd-6.5.12-cp314-cp314-win_amd64.whl", hash = "sha256:712be3879a2f3a836f39d81c51fd8caebfae068ab20a23103d0b1faf24ac6fe7", size = 90100, upload-time = "2025-12-21T01:12:23.231Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/e0/bcc90c115c4a87646a36dd9922bcad51b6cb354bcb92cb53d00531c53679/simsimd-6.5.12-cp314-cp314-win_arm64.whl", hash = "sha256:06424bbaf21699b1a6e7cab3b62feec492c978503b2559496d1599d7ae9ba874", size = 64848, upload-time = "2025-12-21T01:12:25.04Z" },
-    { url = "https://files.pythonhosted.org/packages/03/ce/0728e46823fbab8bed449d303dd024a32cace1542e900b9a63cf216bfb27/simsimd-6.5.12-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:3ac330771588b23cae042c85c30d1261bb6379bfeca96ef35e2eb9459190b9ef", size = 105324, upload-time = "2025-12-21T01:12:27.039Z" },
-    { url = "https://files.pythonhosted.org/packages/94/8f/75ef56c4e241e58567fabf4683e06ceae6db9950e47642266c20121dddf2/simsimd-6.5.12-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:03b4114ce6a7518eaefdf075c9882b0d707b2131b2933bf42eacdee0316d0e71", size = 94738, upload-time = "2025-12-21T01:12:28.839Z" },
-    { url = "https://files.pythonhosted.org/packages/f0/1d/26814258cfd592f0e04528d2d922cd4b70f7efd359990badc5d3e285f377/simsimd-6.5.12-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:84681e17d03e3d3636f7f28cbe41659ffa45b20a043363e233776e2ca9f74d05", size = 387093, upload-time = "2025-12-21T01:12:30.2Z" },
-    { url = "https://files.pythonhosted.org/packages/7a/d4/7a01e31136b80482947e56f1db56e0417ef0d5fe5a697053aeca5b913ed5/simsimd-6.5.12-cp314-cp314t-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:993987ef4a5f30946bb894ba76bc3d0f1e75a4c05f3d67aaaadce8ccb6505116", size = 275466, upload-time = "2025-12-21T01:12:31.753Z" },
-    { url = "https://files.pythonhosted.org/packages/57/a0/aafa134050a4f9129edbcb65beb6e8cdacaadccf3b9ef49a9f534493ccd8/simsimd-6.5.12-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5df1d36a3b9e895e253454c1cee06cd46b47cbaca9f2e2c5ab2f936a0f6f9f92", size = 297224, upload-time = "2025-12-21T01:12:33.729Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/f3/df069fc7b83df162913b73d5d88b67a3d25b364609a854190c2151ad7fe9/simsimd-6.5.12-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:cf8f11789f9aabe6a4f5ba918035b97767e1b97c127908da09c56dcbe481b63d", size = 286944, upload-time = "2025-12-21T01:12:35.725Z" },
-    { url = "https://files.pythonhosted.org/packages/43/70/b055ea8272ba87ff1601a4c71c237ad886602b19a3ec5a10a61f81c68f26/simsimd-6.5.12-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:59510175feb11a8c03b5d18fa2f7d54879a7c2237ba336fbea3cdf9c810f44a0", size = 584678, upload-time = "2025-12-21T01:12:37.184Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/ba/3882048c9491999a6e98df585b9877719cf3ae0931db779d09c4ef0aca16/simsimd-6.5.12-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0d1872e35e2bc4349bddff4a12e06dc1880bc7ba6dcb542ba871b224b4fb8956", size = 422925, upload-time = "2025-12-21T01:12:39.132Z" },
-    { url = "https://files.pythonhosted.org/packages/00/20/43d0cfd061763926ab0c1234a994eeeba4ad451b3e04874435a576d1023b/simsimd-6.5.12-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:d3a4cb69ebc98847417dc388947b51ba187b241eef2165e05ab63d5979e309ef", size = 319790, upload-time = "2025-12-21T01:12:40.882Z" },
-    { url = "https://files.pythonhosted.org/packages/63/90/319efeebd5a64716618c191a320633467eebd45cfc65c61cbd7eea648a82/simsimd-6.5.12-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:fca79e8475ac9f4f4675e26d57425d426b81165403df1e6fe58d6dd2f82ba15b", size = 340093, upload-time = "2025-12-21T01:12:42.571Z" },
-    { url = "https://files.pythonhosted.org/packages/62/3b/ebdaab5dd9a8752c4b2ffc4bf8ce960b262da722dab75621671ffb671135/simsimd-6.5.12-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:64b847204ebaff43c7f302ec08fcb88ed5226bc09381c11adaf00b793a0b369b", size = 317420, upload-time = "2025-12-21T01:12:44.05Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/c6/7df56445504ca809fbac66c83555cf94650915125310c596d0c7d8e4ba81/simsimd-6.5.12-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c35be7d43dc7145d9af67cbd1bfac03233aaa4d8e235c2406a5fdd4a5853641e", size = 620299, upload-time = "2025-12-21T01:12:45.582Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/17/f4307a31f4bc2696b5db057a6c6b649001d94f40a3c1ab146a0fe042a557/simsimd-6.5.12-cp314-cp314t-win_amd64.whl", hash = "sha256:950340c0a4eb40ea624c53f3787dc969bb64746acc409bef52c7538c007d05f0", size = 90309, upload-time = "2025-12-21T01:12:47.281Z" },
-    { url = "https://files.pythonhosted.org/packages/e2/81/9365fd9d041b166efbc6f440b4c5e470bef9883729842b7519d1e5947c7f/simsimd-6.5.12-cp314-cp314t-win_arm64.whl", hash = "sha256:b198ad2d909f4ffa8202d85446a10fa1cd62560ee39e2467085a8efb33c9c2d0", size = 65046, upload-time = "2025-12-21T01:12:48.672Z" },
+version = "6.5.13"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/68/9f/dcf197c7ee433306d97650f5b5932a3e787c551d91d45b74c51d6849c9ff/simsimd-6.5.13.tar.gz", hash = "sha256:d2a1256919f18c3d08dabf447bf58b2a0027d80e2c5fb83cc9ab69b061019b0f", size = 186854, upload-time = "2026-02-16T14:39:46.746Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/18/f8/838c8072c88d13e3a0862576a321adedab51b1370807de56af898cf6b5ff/simsimd-6.5.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3baef14e2c96ba762d8b61c330d6d4b124897225653ba7f33f4a815d02a6cc35", size = 106300, upload-time = "2026-02-16T14:35:40.139Z" },
+    { url = "https://files.pythonhosted.org/packages/72/6b/7a8a0560ba264caa2385a0dd4a832c44fbf9fa1dafde725a93389e9484f4/simsimd-6.5.13-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:27c007cc491e7398e92604b684547c9a7233aae3bd707ed266f5ec207677c8c9", size = 94583, upload-time = "2026-02-16T14:35:42.199Z" },
+    { url = "https://files.pythonhosted.org/packages/29/98/48e9338ae815c409ce2fe1b2d94cd1aac426047bfd7a7f023e555355b307/simsimd-6.5.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cf3a62e3aea0e28d3cb934352a17d4a3b795b96f907d01841eccf372ec8d1779", size = 384497, upload-time = "2026-02-16T14:35:43.721Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/1d/01d3974f4535c9b8363c4ffae53e204b5d70763519a0e8c145d45434f671/simsimd-6.5.13-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:5b19f917522909783590e5319224101b49fbd45d0f7ca9125e1d679a1ada90c5", size = 273713, upload-time = "2026-02-16T14:35:46.11Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/cf/36047d119233971e9a0eda290a3c0ccc753304abfb3cab7e01b99242046a/simsimd-6.5.13-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1be0176c00d11ac992b17c0c47b667c2a7a17639068780c91cf23f8dcec844e2", size = 295076, upload-time = "2026-02-16T14:35:48.266Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/81/6f18327059ba8adbf31bf74731752d2816630970b2336d9da412e500e691/simsimd-6.5.13-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:838e4f99cf1fbbf900f9a5d25eb76bf2f50e24cb2994cf20d29198eef50b9359", size = 285043, upload-time = "2026-02-16T14:35:50.827Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/7b/32364edc1ec2401b25a776d449c755f1301b1c61bda4d6bd4169f84f6bea/simsimd-6.5.13-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:98bd9674a76ed0803f6acacd7d8b96698f6e6c072d779a0eb6c470922f05fc91", size = 582274, upload-time = "2026-02-16T14:35:52.512Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/31/cf56c7610e476a581bf0aebf037c7a61d9ec212ffbdd47528a233e639ec3/simsimd-6.5.13-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:fc0d627d3716c03dc90ea5fc6bf8b4c4f05eac0ff1f3e38121b6fbe140a4079c", size = 420795, upload-time = "2026-02-16T14:35:54.158Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/96/0f67c6f6b15dd274b452f9809085a68089be7b4cdf4a7cc061b460d61938/simsimd-6.5.13-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:c1b315f458c31e244f1b81d49935eb15954ddde493953d16ad1552cbac3ebe08", size = 317873, upload-time = "2026-02-16T14:35:55.843Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/3a/49db303068ecb2c3cf6ccc7508b00aff6afe7882b8e3d6843128308fa2c6/simsimd-6.5.13-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:a85600b13b137c4ab30abb87a5d30b927f89e5c20e63a941e521ac4dcbe79c0c", size = 337944, upload-time = "2026-02-16T14:35:57.883Z" },
+    { url = "https://files.pythonhosted.org/packages/95/f1/08b0a5f624fb598ebf7aabbb107d3ebebafe693a3785353f25f3606b0672/simsimd-6.5.13-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:05a6ed347b1f8034773a08d5f4a470803976279e336d3322ebecd7786c40803a", size = 315259, upload-time = "2026-02-16T14:36:00.111Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/f0/f80cb7f8d9469c5bb7eb153acbff437b4c00ff739e5c44d49a1b512ccbfd/simsimd-6.5.13-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:326c0cb36b6b56562acb49c0a5e70f8645cda630430d309a807b76fb4c132d8c", size = 618611, upload-time = "2026-02-16T14:36:01.778Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/86/9f4cf1d3fe634a241a52b06a79334890c3f055f4667d960c37eb3309e1ac/simsimd-6.5.13-cp310-cp310-win_amd64.whl", hash = "sha256:e2f1c109c0de79d2da54327199a69b1f10568c9a0e0403baa79b6d084a7d4413", size = 87154, upload-time = "2026-02-16T14:36:03.395Z" },
+    { url = "https://files.pythonhosted.org/packages/64/66/0a00fa61915ae40863c3001e3422cf4d329e2ea07e3eff396dcfccdd332f/simsimd-6.5.13-cp310-cp310-win_arm64.whl", hash = "sha256:4329edbd932826f0df5c5bc9e99421399d78d83f378d396cac6aa69a3876594e", size = 62734, upload-time = "2026-02-16T14:36:04.772Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/16/f36acc027488f9544b779560550a1bed61a9c8e33f6d87702e69a2d739d0/simsimd-6.5.13-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0a32dacf53f5ca153de6484c29f7cdab4df351d7e72e0ef0c228c9f4ebfd5462", size = 106305, upload-time = "2026-02-16T14:36:06.213Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/be/68b396804e3040ef2df09eaa5be8c942743045b7ca3c04e6a0a2da050187/simsimd-6.5.13-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a794af7cf69bd7111c3d1bf10d84030c3d400bded4d986ff92806d5d90ad15a", size = 94586, upload-time = "2026-02-16T14:36:07.697Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/85/6d2b783786d599ed4b908169c57b5235740f9f5b051bda90debb2575f3f8/simsimd-6.5.13-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f708b1f9060db9d8a5e776ba1bf5d7d9231d63d0374f13b0fcbe9bac3abc5e42", size = 385380, upload-time = "2026-02-16T14:36:09.335Z" },
+    { url = "https://files.pythonhosted.org/packages/94/d7/9826e41dc165575575b10b991c05ad07523e2bba269b17151a1c8bdc11e9/simsimd-6.5.13-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:8507133884543d8fd0ad6fa34d907aa968a451aa324ebf957d32adfeb218122d", size = 274446, upload-time = "2026-02-16T14:36:10.804Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/50/fec74eb405e1f99c162c5fb0553cdf5946aace9fa62f0db92480abf26dc5/simsimd-6.5.13-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2818971cadae89b9424105e610782079b0aee9f2037e1a1a275129e063f421be", size = 295771, upload-time = "2026-02-16T14:36:12.673Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/9c/6ed4fe7bccc09389502de11070f2c5b0bc7a2ff2a0b4abcfc980338bc274/simsimd-6.5.13-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5b2ac436b4962ce11cced230458765247dbfe06e037cf97d00e72b6cf786776b", size = 285711, upload-time = "2026-02-16T14:36:14.226Z" },
+    { url = "https://files.pythonhosted.org/packages/83/ed/8e27d5eb3be7023827999d1f2481741f194b091d6b4b0d95d17f50c218a3/simsimd-6.5.13-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:21bef48e82e77567b16b945c0e79fe565086764f49f9a2564e4e99198d2ffda6", size = 583216, upload-time = "2026-02-16T14:36:15.874Z" },
+    { url = "https://files.pythonhosted.org/packages/64/17/4af3b7294a01e99a3e5172b63a169d8a91e06896abcb2163f18e77c9fe13/simsimd-6.5.13-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1f589b50ac5b09c85c3618b7544c8e4b0bb7f4a35a191f416b7e7e155be55d49", size = 421525, upload-time = "2026-02-16T14:36:17.504Z" },
+    { url = "https://files.pythonhosted.org/packages/dc/fa/bda25050b8a3d7f6f96da8edff354976fb3f202e056622d999ba7f12668f/simsimd-6.5.13-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:67fcd37b69de7a52f2ac80dac30fcddfbe0298fc315232e86e5c0ad7bf3763b1", size = 318616, upload-time = "2026-02-16T14:36:18.996Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/9f/b0c917796c380277906cf5881e5a1836335cd3dfdba74abf6ed2a2deddf3/simsimd-6.5.13-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:aa90c46f4375694c1a834496735f8928e67f683e3e135e41944f15587a6d5b37", size = 338663, upload-time = "2026-02-16T14:36:20.856Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/a3/1d557897ca4f6bf6a44bd4169a1b4ec1675dcfa4fa05209237d08eff0560/simsimd-6.5.13-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:1ea268de92f7b73d045079d4861b3be5ae5d2daa3a7d42dfdc62b001290c7fbd", size = 316014, upload-time = "2026-02-16T14:36:23.184Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/07/ec3f0e56d1ba812efc0fd7b0ed127a53926a1a0dc4aa8fdc487dc4fd4ef5/simsimd-6.5.13-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:871f3647c5519b249ec7d35eb0030bfb0815ee076992ca2d9ae5e77782ce5498", size = 619238, upload-time = "2026-02-16T14:36:24.99Z" },
+    { url = "https://files.pythonhosted.org/packages/92/bb/de5201f28638221a981f54f1b4e84851a02987dc1b5cfbd1001c3dbbff59/simsimd-6.5.13-cp311-cp311-win_amd64.whl", hash = "sha256:babff45ad468a56de33383a1f696506e951b582bcfef2133bcf7f6f8558bdaaa", size = 87153, upload-time = "2026-02-16T14:36:26.671Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/f5/d94c229577e12cd1db86c8847aca0d7b09d499abd15e677e27a0856b90da/simsimd-6.5.13-cp311-cp311-win_arm64.whl", hash = "sha256:6f2b1ea24e849803638e5ff2e823fe85082545de026b3e915bbbcb03e556a578", size = 62733, upload-time = "2026-02-16T14:36:28.159Z" },
+    { url = "https://files.pythonhosted.org/packages/07/07/2c8b477db70d02288f1b7462160de4f78f044b3b577fc326c6e45114b769/simsimd-6.5.13-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e09e92ef3723f85b545630e7ce787c189b0fccb5117e5b72ed927a43e53dcf07", size = 105092, upload-time = "2026-02-16T14:36:29.598Z" },
+    { url = "https://files.pythonhosted.org/packages/08/40/1d6a324ae26a7d139079912734a886b12160bb7bb49db52be4a1605c4974/simsimd-6.5.13-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b10d6c7965cae6df2bc322715b2f33ff3384a4ea8ee53ccace77f0f85af5d63b", size = 94566, upload-time = "2026-02-16T14:36:31.107Z" },
+    { url = "https://files.pythonhosted.org/packages/42/cd/5d1d210326123ad244aca58a9589e65f8c8e424544f9a9f98567c342f9d6/simsimd-6.5.13-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:15f52ef3d7acf6dcfcd04c251998ad5c0c183d190d55c085e0189046273d8931", size = 384947, upload-time = "2026-02-16T14:36:33.265Z" },
+    { url = "https://files.pythonhosted.org/packages/04/51/6d5667de5a74fce7616b2adcd950cc2e9f6ad3ef3e4f25e83d03e74f1bee/simsimd-6.5.13-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:08c8841f81c38ecad1be60464f8b90f70bc309893c92d96e5a6d166acacfe927", size = 274165, upload-time = "2026-02-16T14:36:34.974Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/f6/275934bad75a4907556158b7320e36b5af7e0d1c726ba259c84936184a3f/simsimd-6.5.13-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1eec967c6ae28d4bea9cba15998c7f19258ba81f307dbdae5585ab95701ab0a6", size = 295451, upload-time = "2026-02-16T14:36:36.604Z" },
+    { url = "https://files.pythonhosted.org/packages/97/d5/67d72e369c1ba33651ebddfca00efaf9939a29bd2443a1402521d41bc5d7/simsimd-6.5.13-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f44e3b58d4ada201e7c1ceeb4996aa5e5a3c98ab87f7485c0bc4d599bced1b68", size = 285487, upload-time = "2026-02-16T14:36:38.235Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/e7/b6d1c39b7d9befdae0e6b99255d4f933fa7224db60b204f31f924f967dbf/simsimd-6.5.13-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:834f500043524ddbe7d68037418437697335d642affc3614d0284f1c739717f9", size = 582957, upload-time = "2026-02-16T14:36:40.935Z" },
+    { url = "https://files.pythonhosted.org/packages/77/b9/a3ea40fbeab7455c5599f6c9577778b8fc5bff7505adf1f272a8a2e8899d/simsimd-6.5.13-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:126800d0cb3b5c8c836cfec2aaf3c05bf6b8c350f9aab5ea481313869781f866", size = 421270, upload-time = "2026-02-16T14:36:42.722Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/08/50a7bc66bf1664be1c176d74ebf68cce08044e819e867b586d9703e4a2f9/simsimd-6.5.13-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6e0e80e722f445607959dc75f8ea56325de70c8da71993a2eb35f307e13683fa", size = 318312, upload-time = "2026-02-16T14:36:44.597Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/09/c5787bac0de7221896e93fdff2fce8bb0190f2c16d0ae8cf1508f7285e81/simsimd-6.5.13-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:7a89a50534d335f79019b5e531d1e3b0c2e93749aa77741f4750ca408d125820", size = 338394, upload-time = "2026-02-16T14:36:46.618Z" },
+    { url = "https://files.pythonhosted.org/packages/df/47/7c49e49bf364c3ae5a39ae4d2b033508296a4692a6118457b392938551e9/simsimd-6.5.13-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:23a83b2f155a9daa8eabb24a88bab5ed6b1e9f7a9a19b6d73981885a86facaba", size = 315826, upload-time = "2026-02-16T14:36:49.353Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/30/7e080c6fb5ec4c649562eb3b6e1dfd61d3e1d77e5bebf4bc8b85df56387e/simsimd-6.5.13-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3cd142d87e19bc41b21c34af0f36b1dad23338e0024ecdadb06f3b606cba392f", size = 619012, upload-time = "2026-02-16T14:36:51.491Z" },
+    { url = "https://files.pythonhosted.org/packages/01/cc/1031956811e98b60f2c86029b842c2f743f023555beb1748dff8d6e2633b/simsimd-6.5.13-cp312-cp312-win_amd64.whl", hash = "sha256:83ba6c3fb3316410f304b1c67fbd07dcaeafed9e4af0bca790775a2426407ddd", size = 87420, upload-time = "2026-02-16T14:36:53.712Z" },
+    { url = "https://files.pythonhosted.org/packages/df/51/531454ad3b418dd8f404cb4ef5234d955ed0f2f6bae88f73dda88c22374f/simsimd-6.5.13-cp312-cp312-win_arm64.whl", hash = "sha256:8252d1f9cc6ba0e470561aa2bfac3e593fa59415ced0290f052e37c50c643803", size = 62861, upload-time = "2026-02-16T14:36:56.716Z" },
+    { url = "https://files.pythonhosted.org/packages/98/8e/45ab988eccece588409982cdcac3c361b163b6fdada236a1b5bd16b4974e/simsimd-6.5.13-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8a9a7dea547ea523bc13bb3ffa1118b26fb033957f594d5752b1d70eec68a785", size = 105097, upload-time = "2026-02-16T14:36:58.797Z" },
+    { url = "https://files.pythonhosted.org/packages/02/15/a78e28ebfc0f8d67621ba5e23b187dc101a24bf5d7fcc7e7fa3dba5d0cdb/simsimd-6.5.13-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:eb49352eef7f0cbfa06438655e8048173b975b70156656e62ff5995994ad14c1", size = 94577, upload-time = "2026-02-16T14:37:00.276Z" },
+    { url = "https://files.pythonhosted.org/packages/08/06/f4a23fbbe7aa0c58e5ee9cb40eb20c3ab05f9b952065fc3a4a6c1f117e21/simsimd-6.5.13-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4ee7ba1950c030119a1a6a40ad578d9ea6c16cb2b71443c99117ea5a55d89d01", size = 384998, upload-time = "2026-02-16T14:37:01.888Z" },
+    { url = "https://files.pythonhosted.org/packages/39/0d/984ffaef9abcb902c0f8e950dc0667951f2aef63e66d261f3d6bc92a671a/simsimd-6.5.13-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:dbb53a30c3f6ec099f923f7cd87fd84498e4c23d92132123b6599405ca8aaf53", size = 274224, upload-time = "2026-02-16T14:37:03.572Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/f9/74801b522d2cb35de06ceaba284dbaddfe2abeb38409c1fd9954f7fc6be8/simsimd-6.5.13-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2dea4381bfea9a84e3e60f845482165232febb49fde0c8115f005fffaab5eeb1", size = 295510, upload-time = "2026-02-16T14:37:05.358Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/54/e857623de73cbde6176db6b2b2389ff373347e5db32e462f222039fd141a/simsimd-6.5.13-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3a46f73c6efaed3b2908e5ea6fb09a911c90f2ef7975fcd11390d26eac654633", size = 285546, upload-time = "2026-02-16T14:37:07.125Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/ea/7f4237af0b5ba0df14ff0325bb5d8c8975f1c03fb7874fda464f3d1aa196/simsimd-6.5.13-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e6434121f7b90777d0f2e999a249303b49f6909cc56f572251a6d17d124da79e", size = 583059, upload-time = "2026-02-16T14:37:08.866Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/d7/000d1a7d6b5002a18697f3e200e387065a715d381ad042b3d42f45578c51/simsimd-6.5.13-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:630db9f6990152c27cf40e0754f5a746a058c5cdca1f29dfa06574f58a9150fe", size = 421289, upload-time = "2026-02-16T14:37:11.011Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/5d/7e7481698f0de64b9852a30f7fbd656188ee77f5e9e9e0853caf1f05687e/simsimd-6.5.13-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:a901f9bef109f987f102d50975822f89a0019d06c2d38222225867c932564160", size = 318349, upload-time = "2026-02-16T14:37:12.719Z" },
+    { url = "https://files.pythonhosted.org/packages/54/d2/55fbaa472e9b8673ad14983ba6dd37983430051f373e3200038ff7e3daa5/simsimd-6.5.13-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6171f6b096ae5b4e93f00f73bb05a52ceebdb92e7d0a2d58b1d7cb01cfe428a6", size = 338439, upload-time = "2026-02-16T14:37:14.462Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/ca/b66769e6a5685c82fefe7fd9c626eee5ee0aada8b246211c4cbb2e44a4ef/simsimd-6.5.13-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:1eef8aa196673b8c44eb0ea1a9e288ebfc8e4bed6adda14ab7f8a3a0319f9c22", size = 315878, upload-time = "2026-02-16T14:37:16.276Z" },
+    { url = "https://files.pythonhosted.org/packages/03/94/75b3a2b56a93d769fc3639e053318adffe728d2389fb682cfbc0b5aff36c/simsimd-6.5.13-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:db8323fc9d0a7b384f5b11cab5db47bf6930be145b192953f8f20dc3763ec2db", size = 619095, upload-time = "2026-02-16T14:37:18.102Z" },
+    { url = "https://files.pythonhosted.org/packages/91/c7/af0f4ffd80399a68b87259b1a1c196c481d429366b6d7d76977cc0dbfc33/simsimd-6.5.13-cp313-cp313-win_amd64.whl", hash = "sha256:143a903e0ac76678c5ab68e746c62016b3587d6d3d08c13136897a7b6482bf2d", size = 87424, upload-time = "2026-02-16T14:37:19.919Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/79/aac62c78e826c62255bdc8c95fca17c541d545a3a7b4f8702efe5d87bb55/simsimd-6.5.13-cp313-cp313-win_arm64.whl", hash = "sha256:ab635487094237b4cf8ed9e094ae1bcbe00d4573617e8691cf8abc0e743721ab", size = 62872, upload-time = "2026-02-16T14:37:21.481Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/7b/4a95ac289f2d433efa2e84b27e0a6877d7262cab19fff498184e9e8cc933/simsimd-6.5.13-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0110926d48f746d51faae199e6af34f308c4bb71e8b69d542756bde50b3512f1", size = 105272, upload-time = "2026-02-16T14:37:22.985Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/a1/9a3a831d09db850fd79f0746f7e11ca8f6e46d8d5df79ab86db46e9c8cbf/simsimd-6.5.13-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:17139451404f0c6bee4db69578d629938b5ce5c63d47a45aaaebb4f5d23f4181", size = 94733, upload-time = "2026-02-16T14:37:24.505Z" },
+    { url = "https://files.pythonhosted.org/packages/ac/2a/b9ad7c8c99f6166ce55d11da27638861dd23fd98d6774d5a147c3ff40b16/simsimd-6.5.13-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:29766f4ba3095a2fb8e86d56b37241e966d99021702cc8cb47a32f31ca53a863", size = 386946, upload-time = "2026-02-16T14:37:26.153Z" },
+    { url = "https://files.pythonhosted.org/packages/97/2e/e30ab81dc47cec7aec355826f5ec77b29c1190e2063579cf0c06984e8245/simsimd-6.5.13-cp313-cp313t-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:01d37ff39797bb34a9a18f67748c6173e4fa7366503d49de2e2541551a5d991f", size = 275321, upload-time = "2026-02-16T14:37:27.862Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/66/591424099b4175f59a0162816e0620587190b1149e84a7f246a2e8ab276b/simsimd-6.5.13-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:74fdb0bd3d5962a633351ca5e9add3f9bc7f21c8946de985b2a4c17ec1976ae7", size = 297064, upload-time = "2026-02-16T14:37:29.703Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/45/e4b5229a4a293bd3d09d43f9d0e2de237b31ba11745a01ea7a79155317a4/simsimd-6.5.13-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2bfda53d307df4067c49e5ef6d2871ad94475a70b31d1d9fa0bc6473caf66a46", size = 286826, upload-time = "2026-02-16T14:37:32.216Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/d7/35164e6de75f34e51f8ed9dd1ce8e58dc7d5d21d982070322332dd1aea72/simsimd-6.5.13-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cf1d749cefb45765092e8ce4dfb99ce38abda8a8e2f418b3fa48f92b03e3a6a2", size = 584556, upload-time = "2026-02-16T14:37:33.982Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/2d/c8af79a19e1d1d1a148aee383df7a058806b0a813c413e369cf32a0408d5/simsimd-6.5.13-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:518211d3899e431ba0d6ca3a0ccb9f1e67f8703fd905e9d66e38ba3816a20b51", size = 422821, upload-time = "2026-02-16T14:37:35.897Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/99/b8bf8b85c3ccaaaa0b55ddb0231043bd7c4517ad3af805055a6641780a69/simsimd-6.5.13-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:6c3722fd4db40219bcf1a45486dddf4b3f9207ec5dde187cb3791bfa46733a44", size = 319691, upload-time = "2026-02-16T14:37:37.711Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/40/9e78c26e80612f4b06bbc9c2d635e12694c562df174a372db262f6f1f096/simsimd-6.5.13-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:a7673796d2ea073722a473d51be5403a22c62d07536d7d05b2860189e0261b04", size = 339961, upload-time = "2026-02-16T14:37:39.659Z" },
+    { url = "https://files.pythonhosted.org/packages/32/5a/b01c8d0dfe51b08587ffb06143204e50fcfa75e0cc8c64764e26eff2e1c0/simsimd-6.5.13-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:7e7e17530bbbd9123daae5c6338fdb6539d52778da1e9bb4628c09b489f0b393", size = 317306, upload-time = "2026-02-16T14:37:41.355Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/23/2e29ebecb9144609fac977089d926e73cc160b14c299364ac07581e36355/simsimd-6.5.13-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:3094f00710a6907442ad028152834b6c40e79296010c231f31815b1c9164ed5b", size = 620213, upload-time = "2026-02-16T14:37:43.131Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/59/5a24ef51d20932b353bc1ba9110a81c13fda7c5d7c4c883b5be3135a80a8/simsimd-6.5.13-cp313-cp313t-win_amd64.whl", hash = "sha256:0dd29d6be80f2119849d5fe1cde3cff7863db5d74ee68ebbdf1a41eb3da9a27a", size = 87598, upload-time = "2026-02-16T14:37:44.824Z" },
+    { url = "https://files.pythonhosted.org/packages/91/e5/9f681465243ae2a6a7242044f3f282b5f9ac66cbd5b2cd99ea224eb87757/simsimd-6.5.13-cp313-cp313t-win_arm64.whl", hash = "sha256:e8a12c285e8bdfd5bdd4526637ff0b1820e5c6316fcb91a2e1fc465b155a1d22", size = 63065, upload-time = "2026-02-16T14:37:46.423Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/7d/441e898d1046317e805b6c55e0445cb36f4453d81e24fd05ac3137794c7c/simsimd-6.5.13-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:894cd01fa84e6fd094cd965b975c2b017d2af628314759d03f94d9ad16681bd0", size = 105172, upload-time = "2026-02-16T14:37:48.034Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/bc/dab202fcf4ad9be5cc7cbc94ae3d843871ee05a103b7186c5b550f4e796b/simsimd-6.5.13-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:41a54b669ce5447201ee0b17ad9e652ed72fa86835cd48f9bae8afbc679286b9", size = 94574, upload-time = "2026-02-16T14:37:49.757Z" },
+    { url = "https://files.pythonhosted.org/packages/86/1b/90d6863735eb22ddcba5972e43dbdebb4e14e663d49a2551c2c1017e7f49/simsimd-6.5.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:755bbb9b49264ac8b8099048060907fc7243bd34d12a49767c3041e240e4bf4c", size = 385216, upload-time = "2026-02-16T14:37:51.843Z" },
+    { url = "https://files.pythonhosted.org/packages/10/83/580f36d239d9806fc3bc1ca982fe825ce28e02fa6e296d02e5f9c857e079/simsimd-6.5.13-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:be33f0358a82bc195a4c7bb97da9640f96495e5f479e2403c6613f09ac0950f0", size = 274343, upload-time = "2026-02-16T14:37:54.262Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ae/9ec865d109d12f4636cd42e796f79cf2216c28898a7968c71c4cb158b017/simsimd-6.5.13-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8a476876840f561b95068fc0b68b3ed0d43d4cf3855ae61b8b12f132dc4ccd90", size = 295688, upload-time = "2026-02-16T14:37:56.131Z" },
+    { url = "https://files.pythonhosted.org/packages/01/7e/11cc30915fbb580f65e0498ab8292e63be6cce5936204a0023f6082751b5/simsimd-6.5.13-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:fc6598d87ce53f2bea642bd93b107baebc0d73ef8e01040169867fa0925a49c1", size = 285642, upload-time = "2026-02-16T14:37:58.586Z" },
+    { url = "https://files.pythonhosted.org/packages/21/02/5d01571c8a109a43338528edfe0a2f0974b18d83ed6f3497005661db0d07/simsimd-6.5.13-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:86837bc84b448a7937e8cc54514af2ffa42ed1193bdd35f78aeab4a5886b5d87", size = 583195, upload-time = "2026-02-16T14:38:00.51Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/c3/c6094ff273bd1f61c656fd96fc9ec5b374a2352b0f05e304089605c49075/simsimd-6.5.13-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:017beb9310535e3bbfcc3b3dddb446fca99dd41d7dff7743dc716baf6864fc06", size = 421452, upload-time = "2026-02-16T14:38:02.691Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/29/6853a36e9f988c037c5a7158d6d36965d5356f2b034e2ed6d692b6456dd5/simsimd-6.5.13-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:d7e6c641d1a394f5c0d2b8c3ea2b54d210fd38a9bd6846a4932ac23fceeb599f", size = 318507, upload-time = "2026-02-16T14:38:04.552Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/99/4849ab7fcdd6843ccd47618fcc86037219eb6dbe8ff7c01913c6dd5312e5/simsimd-6.5.13-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:76699073b2c88b7bf2eb6d3123ffe7f21a1d997194b21e05b08f09f8417fb4bf", size = 338534, upload-time = "2026-02-16T14:38:06.487Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/b5/d3d11ec6d38ebf8ba7c549253c2eaf416ae90e86ef0c48156a84846c4fca/simsimd-6.5.13-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:cd915285f1dce2daac586f85f31651332713d117a77f89b044ca8c5e31434f49", size = 316055, upload-time = "2026-02-16T14:38:08.573Z" },
+    { url = "https://files.pythonhosted.org/packages/03/69/8431f224459f5092bafe23cd6a13b2420b99521f1849608ff3b05e25d539/simsimd-6.5.13-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:03e370f5c971ad82c8c0e5c1c535c6f4f7a8f85e82976b159f43464e2c303bf0", size = 619177, upload-time = "2026-02-16T14:38:10.416Z" },
+    { url = "https://files.pythonhosted.org/packages/19/9d/5bde0ebb3091154baafda376cbaeced71fce9c99e2fdfe0760e8221d8f20/simsimd-6.5.13-cp314-cp314-win_amd64.whl", hash = "sha256:b3d3192ab37fbcfe960850ceb40654f02d2fc423514186acbf638ece7b9e9822", size = 90103, upload-time = "2026-02-16T14:38:12.188Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/ce/d12886514073f02e3496047014aa93127f658a594491f34310984cf07bac/simsimd-6.5.13-cp314-cp314-win_arm64.whl", hash = "sha256:c7eea07b35a5ac145230aa2ee6af5efd1a20cac6a513aa373e106ae6aa1c4806", size = 64854, upload-time = "2026-02-16T14:38:14.662Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/61/b1cff0f231a011330d11460b792e3ec0e9aa5ba544dd63a2d2a263cb9fa8/simsimd-6.5.13-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:c0b3e1c178725163062b7ee41050d8f0c35cc25570dc11be77c413f38188f39d", size = 105328, upload-time = "2026-02-16T14:38:16.32Z" },
+    { url = "https://files.pythonhosted.org/packages/da/a4/bfa6cc5c3ecd846e9e9b5a0b25f10a310ad12290b7318b4f1145ac51559c/simsimd-6.5.13-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2c763db27d9ea608297673837086ced998be011a909fc1e6093e798ae7483f53", size = 94737, upload-time = "2026-02-16T14:38:18.567Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/32/1c29a757ff18f36c1260cead15e0283fe108e5520c031fdb9f7167e6dd88/simsimd-6.5.13-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c3f81fd7dabb0a43bc4f99479cbc4a4754d531df7abdab80c1acc185209f2df4", size = 387079, upload-time = "2026-02-16T14:38:20.415Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/9a/3205a72cce3157691632389ecc3b658383d78488f318d6b479c2ee80e1ae/simsimd-6.5.13-cp314-cp314t-manylinux2014_i686.manylinux_2_17_i686.manylinux_2_28_i686.whl", hash = "sha256:09b47c8a19488d4699d3ff64db55daedb29c5579b6f7ba6ab44a9adf82828dad", size = 275463, upload-time = "2026-02-16T14:38:22.657Z" },
+    { url = "https://files.pythonhosted.org/packages/01/b1/923ea91692d3c259df1087ff84f6234b5a06cff27b7c923183761366eb6e/simsimd-6.5.13-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ed4b5e3388d6ce265ed6cd8157dbd782aaa4e6ef64729a6f827ced9dce9d8fe9", size = 297226, upload-time = "2026-02-16T14:38:25.175Z" },
+    { url = "https://files.pythonhosted.org/packages/93/1a/84b1505fe1291749986e56b10aa2f4dd1de41fba1385ac3dffd18560c4c3/simsimd-6.5.13-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e92f395969e40a0c021be615b00737f4de27d239116755f5840cdcc182c4d1bc", size = 286941, upload-time = "2026-02-16T14:38:27.067Z" },
+    { url = "https://files.pythonhosted.org/packages/ac/63/61d7dd7fff8cd0302d83d9bc054e51236fff64ddeffa17e85d9aeaceccd5/simsimd-6.5.13-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4e96fc6f8b7024330103a3a4065a3b2e382921a638d565eec5f8f11d9b8213b6", size = 584686, upload-time = "2026-02-16T14:38:28.904Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/df/79416e6df8bcb5648dbdebb585bf68f12b7f77274b9d94fea5bce9a7c0fe/simsimd-6.5.13-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8da2de7290767ff9c9dd338c63a236ef218d4c3c12ee5c61735e5f2aae039df0", size = 422925, upload-time = "2026-02-16T14:38:30.922Z" },
+    { url = "https://files.pythonhosted.org/packages/77/d8/ad1f1bd43f1d46637ad025e59704ff7acfe6a42ae4b1bada66c69f0cd244/simsimd-6.5.13-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:c0c3ac0612aaaea23c1716cbda7fcc10ce8b871cbda3ac5d914918c88f7a2238", size = 319789, upload-time = "2026-02-16T14:38:32.926Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/38/b400e1fabd0afa382a6c1e9fea302d49378803e81e2bc337188582b3be80/simsimd-6.5.13-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:4b4592931c1b1d05ac162b95f6bf7715f5954709582b1694f2388bec0449dc0d", size = 340093, upload-time = "2026-02-16T14:38:34.887Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/ce/56fa3170f8159609a3a84a28a26d88db2736e6222a07ebfd699370b07aa9/simsimd-6.5.13-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:8addbd217475fce1cffaa81fe9b79c075b86e31dfd0a1b7b5e297fe30c879250", size = 317415, upload-time = "2026-02-16T14:38:36.753Z" },
+    { url = "https://files.pythonhosted.org/packages/64/56/d1fc4627033b77ed3b12f4374b27f51773a952b2dfde90b2bdab0706f17a/simsimd-6.5.13-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4454e0dc94dbdbacab2e3b995b409008c2cc8c5b1aa19737b4a336106ace6bbb", size = 620297, upload-time = "2026-02-16T14:38:39.351Z" },
+    { url = "https://files.pythonhosted.org/packages/92/54/3b0084f9a7029cf477c73fac3a902d0624e8ed7565c26e373ec36a0940bf/simsimd-6.5.13-cp314-cp314t-win_amd64.whl", hash = "sha256:a92327e490d75ef583eb08e3b89a3711c0a7a26bbc0435d01f92e7361a5966cb", size = 90308, upload-time = "2026-02-16T14:38:43.273Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/db/865739bf469d7bfbb32f8d65dff1be0eb2b43ee9ccfda64319570c75333e/simsimd-6.5.13-cp314-cp314t-win_arm64.whl", hash = "sha256:d7214bfa3ba0d7784558a9526964f2af787edc2b0509e43f60a591590b5e7d4a", size = 65049, upload-time = "2026-02-16T14:38:45.746Z" },
 ]
 
 [[package]]
@@ -7135,17 +7169,17 @@ wheels = [
 
 [[package]]
 name = "typer"
-version = "0.21.1"
+version = "0.24.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "annotated-doc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "click", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "rich", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "shellingham", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
-    { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/36/bf/8825b5929afd84d0dabd606c67cd57b8388cb3ec385f7ef19c5cc2202069/typer-0.21.1.tar.gz", hash = "sha256:ea835607cd752343b6b2b7ce676893e5a0324082268b48f27aa058bdb7d2145d", size = 110371, upload-time = "2026-01-06T11:21:10.989Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f5/24/cb09efec5cc954f7f9b930bf8279447d24618bb6758d4f6adf2574c41780/typer-0.24.1.tar.gz", hash = "sha256:e39b4732d65fbdcde189ae76cf7cd48aeae72919dea1fdfc16593be016256b45", size = 118613, upload-time = "2026-02-21T16:54:40.609Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a0/1d/d9257dd49ff2ca23ea5f132edf1281a0c4f9de8a762b9ae399b670a59235/typer-0.21.1-py3-none-any.whl", hash = "sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01", size = 47381, upload-time = "2026-01-06T11:21:09.824Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl", hash = "sha256:112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e", size = 56085, upload-time = "2026-02-21T16:54:41.616Z" },
 ]
 
 [[package]]
@@ -7320,16 +7354,16 @@ wheels = [
 
 [[package]]
 name = "uvicorn"
-version = "0.40.0"
+version = "0.41.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "h11", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c3/d1/8f3c683c9561a4e6689dd3b1d345c815f10f86acd044ee1fb9a4dcd0b8c5/uvicorn-0.40.0.tar.gz", hash = "sha256:839676675e87e73694518b5574fd0f24c9d97b46bea16df7b8c05ea1a51071ea", size = 81761, upload-time = "2025-12-21T14:16:22.45Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/32/ce/eeb58ae4ac36fe09e3842eb02e0eb676bf2c53ae062b98f1b2531673efdd/uvicorn-0.41.0.tar.gz", hash = "sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a", size = 82633, upload-time = "2026-02-16T23:07:24.1Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl", hash = "sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee", size = 68502, upload-time = "2025-12-21T14:16:21.041Z" },
+    { url = "https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl", hash = "sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187", size = 68783, upload-time = "2026-02-16T23:07:22.357Z" },
 ]
 
 [package.optional-dependencies]
@@ -7398,17 +7432,18 @@ wheels = [
 
 [[package]]
 name = "virtualenv"
-version = "20.36.1"
+version = "21.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "distlib", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "filelock", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "platformdirs", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "python-discovery", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/aa/a3/4d310fa5f00863544e1d0f4de93bddec248499ccf97d4791bc3122c9d4f3/virtualenv-20.36.1.tar.gz", hash = "sha256:8befb5c81842c641f8ee658481e42641c68b5eab3521d8e092d18320902466ba", size = 6032239, upload-time = "2026-01-09T18:21:01.296Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ce/4f/d6a5ff3b020c801c808b14e2d2330cdc8ebefe1cdfbc457ecc368e971fec/virtualenv-21.0.0.tar.gz", hash = "sha256:e8efe4271b4a5efe7a4dce9d60a05fd11859406c0d6aa8464f4cf451bc132889", size = 5836591, upload-time = "2026-02-25T20:21:07.691Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6a/2a/dc2228b2888f51192c7dc766106cd475f1b768c10caaf9727659726f7391/virtualenv-20.36.1-py3-none-any.whl", hash = "sha256:575a8d6b124ef88f6f51d56d656132389f961062a9177016a50e4f507bbcc19f", size = 6008258, upload-time = "2026-01-09T18:20:59.425Z" },
+    { url = "https://files.pythonhosted.org/packages/29/d1/3f62e4f9577b28c352c11623a03fb916096d5c131303d4861b4914481b6b/virtualenv-21.0.0-py3-none-any.whl", hash = "sha256:d44e70637402c7f4b10f48491c02a6397a3a187152a70cba0b6bc7642d69fb05", size = 5817167, upload-time = "2026-02-25T20:21:05.476Z" },
 ]
 
 [[package]]