diff --git a/poetry.lock b/poetry.lock
index f4a686b..2675527 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1003,31 +1003,25 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.27"
+version = "1.2.6"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
-    {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
+    {file = "langchain-1.2.6-py3-none-any.whl", hash = "sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e"},
+    {file = "langchain-1.2.6.tar.gz", hash = "sha256:7d46cbf719d860a16f6fc182d5d3de17453dda187f3d43e9c40ac352a5094fdd"},
 ]
 
 [package.dependencies]
-async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.3.72,<1.0.0"
-langchain-text-splitters = ">=0.3.9,<1.0.0"
-langsmith = ">=0.1.17"
+langchain-core = ">=1.2.7,<2.0.0"
+langgraph = ">=1.0.2,<1.1.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3"
-requests = ">=2,<3"
-SQLAlchemy = ">=1.4,<3"
 
 [package.extras]
 anthropic = ["langchain-anthropic"]
 aws = ["langchain-aws"]
 azure-ai = ["langchain-azure-ai"]
-cohere = ["langchain-cohere"]
 community = ["langchain-community"]
 deepseek = ["langchain-deepseek"]
 fireworks = ["langchain-fireworks"]
@@ -1073,14 +1067,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.79"
+version = "1.2.7"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.79-py3-none-any.whl", hash = "sha256:92045bfda3e741f8018e1356f83be203ec601561c6a7becfefe85be5ddc58fdb"},
-    {file = "langchain_core-0.3.79.tar.gz", hash = "sha256:024ba54a346dd9b13fb8b2342e0c83d0111e7f26fa01f545ada23ad772b55a60"},
+    {file = "langchain_core-1.2.7-py3-none-any.whl", hash = "sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b"},
+    {file = "langchain_core-1.2.7.tar.gz", hash = "sha256:e1460639f96c352b4a41c375f25aeb8d16ffc1769499fb1c20503aad59305ced"},
 ]
 
 [package.dependencies]
@@ -1088,24 +1082,78 @@ jsonpatch = ">=1.33.0,<2.0.0"
 langsmith = ">=0.3.45,<1.0.0"
 packaging = ">=23.2.0,<26.0.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7.0,<5.0.0"
+uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
-name = "langchain-text-splitters"
-version = "0.3.11"
-description = "LangChain text splitting utilities"
+name = "langgraph"
+version = "1.0.6"
+description = "Building stateful, multi-actor applications with LLMs"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph-1.0.6-py3-none-any.whl", hash = "sha256:bcfce190974519c72e29f6e5b17f0023914fd6f936bfab8894083215b271eb89"},
+    {file = "langgraph-1.0.6.tar.gz", hash = "sha256:dd8e754c76d34a07485308d7117221acf63990e7de8f46ddf5fe256b0a22e6c5"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.1"
+langgraph-checkpoint = ">=2.1.0,<5.0.0"
+langgraph-prebuilt = ">=1.0.2,<1.1.0"
+langgraph-sdk = ">=0.3.0,<0.4.0"
+pydantic = ">=2.7.4"
+xxhash = ">=3.5.0"
+
+[[package]]
+name = "langgraph-checkpoint"
+version = "4.0.0"
+description = "Library with base interfaces for LangGraph checkpoint savers."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph_checkpoint-4.0.0-py3-none-any.whl", hash = "sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784"},
+    {file = "langgraph_checkpoint-4.0.0.tar.gz", hash = "sha256:814d1bd050fac029476558d8e68d87bce9009a0262d04a2c14b918255954a624"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.2.38"
+ormsgpack = ">=1.12.0"
+
+[[package]]
+name = "langgraph-prebuilt"
+version = "1.0.6"
+description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph_prebuilt-1.0.6-py3-none-any.whl", hash = "sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae"},
+    {file = "langgraph_prebuilt-1.0.6.tar.gz", hash = "sha256:c5f6cf0f5a0ac47643d2e26ae6faa38cb28885ecde67911190df9e30c4f72361"},
+]
+
+[package.dependencies]
+langchain-core = ">=1.0.0"
+langgraph-checkpoint = ">=2.1.0,<5.0.0"
+
+[[package]]
+name = "langgraph-sdk"
+version = "0.3.3"
+description = "SDK for interacting with LangGraph API"
+optional = false
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langchain_text_splitters-0.3.11-py3-none-any.whl", hash = "sha256:cf079131166a487f1372c8ab5d0bfaa6c0a4291733d9c43a34a16ac9bcd6a393"},
-    {file = "langchain_text_splitters-0.3.11.tar.gz", hash = "sha256:7a50a04ada9a133bbabb80731df7f6ddac51bc9f1b9cab7fa09304d71d38a6cc"},
+    {file = "langgraph_sdk-0.3.3-py3-none-any.whl", hash = "sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b"},
+    {file = "langgraph_sdk-0.3.3.tar.gz", hash = "sha256:c34c3dce3b6848755eb61f0c94369d1ba04aceeb1b76015db1ea7362c544fb26"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.75,<2.0.0"
+httpx = ">=0.25.2"
+orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
@@ -1662,7 +1710,6 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "orjson-3.11.4-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e3aa2118a3ece0d25489cbe48498de8a5d580e42e8d9979f65bf47900a15aba1"},
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@@ -1753,6 +1800,65 @@ files = [
     {file = "orjson-3.11.4.tar.gz", hash = "sha256:39485f4ab4c9b30a3943cfe99e1a213c4776fb69e8abd68f66b83d5a0b0fdc6d"},
 ]
 
+[[package]]
+name = "ormsgpack"
+version = "1.12.2"
+description = "Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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+    {file = "ormsgpack-1.12.2.tar.gz", hash = "sha256:944a2233640273bee67521795a73cf1e959538e0dfb7ac635505010455e53b33"},
+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -2563,6 +2669,38 @@ socks = ["python-socks (>=2.0,<=2.6.1)"]
 ws = ["wsproto (>=1.2,<2)"]
 zstd = ["zstandard (>=0.18.0) ; python_version < \"3.14\""]
 
+[[package]]
+name = "uuid-utils"
+version = "0.14.0"
+description = "Fast, drop-in replacement for Python's uuid module, powered by Rust."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+
 [[package]]
 name = "yarl"
 version = "1.22.0"
@@ -3143,4 +3431,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "bb28733433469a557c86f864c85681924dece732f2756e87be3520328229cf12"
+content-hash = "d0ea49649b50e05c662e2b511045cc96bb5714feb9707058cbef96cdb9010be8"
diff --git a/pyproject.toml b/pyproject.toml
index 9f91ec7..1d6e0ab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,7 @@ python = "^3.10"
 pydantic = "2.*"
 fastapi = "^0.128.0"
 nc-py-api = {extras = ["app"], version = "^0.23.1"}
-langchain = "^0.3.27"
+langchain = "^1.2.6"
 niquests = "^3.17.0"
 langchain-community = "^0.3.24"
 llama-cpp-python = "^0.3.14"