diff --git a/.env.example b/.env.example
index bde0490..7acff7f 100644
--- a/.env.example
+++ b/.env.example
@@ -7,14 +7,16 @@ OCEANBASE_PORT=2881
OCEANBASE_USER=root
OCEANBASE_PASSWORD=
OCEANBASE_DATABASE=bub
-BUB_TAPE_TABLE=bub_tape_entries
+# Optional explicit override. If unset, entrypoint derives:
+# mysql+oceanbase://OCEANBASE_USER:OCEANBASE_PASSWORD@OCEANBASE_HOST:OCEANBASE_PORT/OCEANBASE_DATABASE
+# BUB_TAPESTORE_SQLALCHEMY_URL=
# Bub runtime
BUB_MODEL=openai:qwen-plus
BUB_MAX_TOKENS=2048
-# Optional explicit tape namespace for session keys
-# BUB_TAPE_NAME=endless-context
+BUB_GRADIO_HOST=0.0.0.0
+BUB_GRADIO_PORT=7860
-# LLM credentials (Bub resolves from BUB_API_KEY / LLM_API_KEY / OPENROUTER_API_KEY)
-LLM_API_KEY=your_api_key_here
-LLM_API_BASE=https://dashscope.aliyuncs.com/compatible-mode/v1
+# LLM credentials
+BUB_API_KEY=your_api_key_here
+BUB_API_BASE=https://dashscope.aliyuncs.com/compatible-mode/v1
diff --git a/Dockerfile b/Dockerfile
index f525726..8d1f053 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,7 +3,7 @@ FROM quay.io/oceanbase/seekdb:latest
ENV DEBIAN_FRONTEND=noninteractive
RUN if command -v yum >/dev/null 2>&1; then \
- yum install -y --allowerasing curl ca-certificates python3 python3-pip python3.12 python3.12-pip && \
+ yum install -y --allowerasing curl git ca-certificates python3 python3-pip python3.12 python3.12-pip && \
yum clean all; \
else \
echo "No supported package manager found." && exit 1; \
@@ -20,7 +20,9 @@ ENV UV_INDEX_STRATEGY=unsafe-first-match
RUN python3.12 -m pip install --no-cache-dir -U uv -i "${PIP_INDEX_URL}"
-ENV PATH="/root/.local/bin:${PATH}"
+ENV PATH="/app/.venv/bin:/root/.local/bin:${PATH}"
+ENV BUB_HOME=/app/.bub
+ENV BUB_WORKSPACE_PATH=/app
WORKDIR /app
@@ -33,10 +35,11 @@ COPY docker/entrypoint.sh /usr/local/bin/entrypoint.sh
COPY docker/setup-bub-workspace.py /usr/local/bin/setup-bub-workspace.py
RUN chmod +x /usr/local/bin/entrypoint.sh
-RUN uv sync --frozen --python python3.12 --no-dev --default-index "${PIP_INDEX_URL}"
+RUN uv venv --python python3.12 /app/.venv
+RUN UV_PROJECT_ENVIRONMENT=/app/.venv uv sync --frozen --python python3.12 --no-dev --default-index "${PIP_INDEX_URL}"
-ENV GRADIO_SERVER_NAME=0.0.0.0
-ENV GRADIO_SERVER_PORT=7860
+ENV BUB_GRADIO_HOST=0.0.0.0
+ENV BUB_GRADIO_PORT=7860
ENV OCEANBASE_HOST=127.0.0.1
ENV OCEANBASE_PORT=2881
diff --git a/Makefile b/Makefile
index a35f84b..1236bdd 100644
--- a/Makefile
+++ b/Makefile
@@ -16,11 +16,11 @@ export: ## Export requirements.txt from uv.lock
.PHONY: run
run: ## Run the Gradio app
- @uv run python app.py
+ @.venv/bin/python app.py
.PHONY: test
test: ## Run tests
- @uv run pytest
+ @.venv/bin/pytest
.PHONY: check
check: ## Run code quality checks
diff --git a/README.md b/README.md
index 233f356..c2cf735 100644
--- a/README.md
+++ b/README.md
@@ -23,20 +23,21 @@ license: Apache License 2.0
A lightweight Gradio chat agent with tape-first context management powered by Bub, SeekDB, and OceanBase. Built to be ModelScope-friendly while staying easy to run locally.
-## What it is
+It provides:
-- Bub runtime for deterministic loop/tool routing and tape-first orchestration
-- SeekDB-backed persistent tape store via pyobvector dialect
-- Three-pane Gradio UI (Tape / Conversation / Anchors) with context-window indicator
-- Works out of the box on ModelScope Docker Studio via the included `Dockerfile`
-- Supports OpenAI, Qwen (via OpenAI-compatible API base), and other any-llm compatible providers
+- a `gradio` Bub channel for browser chat
+- OceanBase/seekdb dialect registration compatible with `bub-tapestore-sqlalchemy`
+- a ModelScope-friendly `app.py` that boots Bub's `ChannelManager` with `gradio` enabled
+- the original three-pane Gradio UI/UX for tape, conversation, and anchors
+
+The old private `AppRuntime`, custom tape store, and monkey patches inside the app layer have been removed.
## Run on ModelScope Docker Studio
-1) Keep the provided `Dockerfile` and `docker/entrypoint.sh` (they start SeekDB and the app).
+1) Keep the provided `Dockerfile` and `docker/entrypoint.sh`.
2) Exposed ports: `7860` (Gradio) and `2881` (SeekDB). Entry file is `app.py`.
-3) Set environment secrets in Studio, e.g. `BUB_MODEL`, `LLM_API_KEY`, `LLM_API_BASE`, `OCEANBASE_HOST`, `OCEANBASE_PORT`, `OCEANBASE_USER`, `OCEANBASE_PASSWORD`, `OCEANBASE_DATABASE`, and optional `BUB_TAPE_TABLE`.
-4) Build and run; open the forwarded `7860` port to use the chat UI.
+3) Set environment secrets in Studio, e.g. `BUB_MODEL`, `BUB_API_KEY`, `BUB_API_BASE`, `BUB_TAPESTORE_SQLALCHEMY_URL`, and the `OCEANBASE_*` values required by your seekdb deployment.
+4) Build and run. `app.py` starts Bub's channel manager with `gradio` enabled, so opening the forwarded `7860` port reaches the Bub channel directly.
## Run locally (preferred: Docker)
@@ -45,7 +46,7 @@ A lightweight Gradio chat agent with tape-first context management powered by Bu
cp .env.example .env # fill in keys
make compose-up # builds and starts everything
```
-The UI is at `http://localhost:7860`. Stop with `make compose-down`.
+The UI is at `http://localhost:7860`. In Compose mode, SeekDB is only exposed on the internal Docker network so local port conflicts on `2881` do not block startup. Stop with `make compose-down`.
### Single container
```bash
@@ -60,6 +61,16 @@ cp .env.example .env
make run
```
+### Bub CLI shape
+
+`app.py` starts the same shape you would get from:
+
+```bash
+uv run bub gateway --enable-channel gradio
+```
+
+That keeps the runtime aligned with Bub's extension model instead of a project-local forked runtime.
+
## Docs
- `docs/index.md` contains architecture, local/Docker workflows, and configuration details.
diff --git a/app.py b/app.py
index a40d4d2..7e618cf 100644
--- a/app.py
+++ b/app.py
@@ -1,786 +1,22 @@
from __future__ import annotations
-import html
-import json
-import os
-import threading
-import time
-from typing import Any
+import asyncio
-import gradio as gr
+from bub.channels.manager import ChannelManager
+from bub.framework import BubFramework
-from endless_context.agent import BubAgent, ConversationSnapshot, ViewMode
-_agent: BubAgent | None = None
+def build_framework() -> BubFramework:
+ framework = BubFramework()
+ framework.load_hooks()
+ return framework
-def get_agent() -> BubAgent:
- global _agent
- if _agent is None:
- _agent = BubAgent()
- return _agent
+def main() -> None:
+ framework = build_framework()
+ manager = ChannelManager(framework, enabled_channels=["gradio"])
+ asyncio.run(manager.listen_and_run())
-# ---------------------------------------------------------------------------
-# Rendering helpers
-# ---------------------------------------------------------------------------
-
-
-def _kind_label(kind: str) -> str:
- return kind.upper()[:10]
-
-
-# Unified: one ordered key list per kind for structured view. Unknown kinds use payload keys.
-_ORDERED_KEYS: dict[str, list[str]] = {
- "message": ["role", "content"],
- "event": ["name", "data"],
- "anchor": ["name", "state"],
- "system": ["content"],
- "error": ["kind", "message", "details"],
- "tool_call": ["calls"],
- "tool_result": ["results"],
-}
-
-
-def _args_summary(arguments: Any, max_values: int = 4, max_len: int = 24) -> str:
- """Param values from JSON string or dict (for human line); truncated for one-line."""
- obj: dict[str, Any] | None = None
- if isinstance(arguments, dict):
- obj = arguments
- elif isinstance(arguments, str) and arguments.strip():
- try:
- parsed = json.loads(arguments)
- obj = parsed if isinstance(parsed, dict) else None
- except json.JSONDecodeError:
- pass
- if not obj:
- return ""
- parts: list[str] = []
- for v in list(obj.values())[:max_values]:
- s = str(v).strip().replace("\n", " ")
- if len(s) > max_len:
- s = s[: max_len - 1] + "…"
- parts.append(s)
- return ", ".join(parts)
-
-
-def _human_text(kind: str, payload: dict[str, Any]) -> str:
- """One-line summary: same rule set for all kinds (primary line + optional suffix)."""
- # 1) List-shaped: calls / results
- calls = payload.get("calls")
- if isinstance(calls, list) and calls:
- parts: list[str] = []
- for call in calls[:3]:
- if not isinstance(call, dict):
- continue
- fn = call.get("function")
- name = fn.get("name") if isinstance(fn, dict) else "?"
- args_raw = fn.get("arguments") if isinstance(fn, dict) else None
- ps = _args_summary(args_raw)
- parts.append(f"{name}({ps})" if ps else f"{name}()")
- if len(calls) > 3:
- parts.append("…")
- return ", ".join(parts) if parts else "tool_call"
-
- results = payload.get("results")
- if isinstance(results, list):
- if not results:
- return "tool_result (0 results)"
- first = results[0]
- if isinstance(first, dict):
- for k in ("message", "error", "content"):
- v = first.get(k)
- if isinstance(v, str) and v.strip():
- return v.strip()[:90]
- return f"results: {len(results)} item(s)"
- if isinstance(first, str) and first.strip():
- return first.strip()[:90]
- return f"results: {len(results)} item(s)"
-
- # 2) Primary line from common fields (same order for all kinds)
- role = payload.get("role")
- content = payload.get("content")
- if isinstance(content, str) and content.strip():
- prefix = f"{role}: " if isinstance(role, str) and role.strip() else ""
- return f"{prefix}{content.strip().replace(chr(10), ' ')}"
-
- for key in ("message", "name", "content"):
- v = payload.get(key)
- if isinstance(v, str) and v.strip():
- line = v.strip()[:120]
- if key == "name" and kind == "event":
- data = payload.get("data")
- if isinstance(data, dict) and data:
- line += " (" + ", ".join(str(x) for x in list(data.keys())[:3]) + ")"
- line = "event: " + line
- elif key == "name" and kind == "anchor":
- state = payload.get("state")
- if isinstance(state, dict):
- phase = state.get("phase")
- if isinstance(phase, str) and phase.strip():
- line += f" ({phase.strip()})"
- return line
-
- data = payload.get("data")
- if isinstance(data, dict):
- for k in ("message", "error", "name", "status"):
- v = data.get(k)
- if isinstance(v, str) and v.strip():
- return v.strip()[:120]
-
- compact = json.dumps(payload, ensure_ascii=False, separators=(",", ":"))
- return compact[:120]
-
-
-def _kv_row(key: str, value: Any) -> str:
- if isinstance(value, (dict, list)):
- shown = json.dumps(value, ensure_ascii=False, indent=2)
- else:
- shown = str(value)
- return (
- "
"
- f"{html.escape(str(key))}"
- f"{html.escape(shown)}"
- "
"
- )
-
-
-def _parse_arguments_for_display(arguments: Any) -> Any:
- if isinstance(arguments, dict):
- return arguments
- if isinstance(arguments, str) and arguments.strip():
- try:
- return json.loads(arguments)
- except json.JSONDecodeError:
- return arguments
- return arguments
-
-
-def _structured_value(key: str, value: Any) -> str:
- """One rule: value is list of dicts → numbered blocks; else kv row."""
- if not isinstance(value, list):
- return _kv_row(key, value)
- blocks: list[str] = []
- for i, item in enumerate(value):
- if key == "calls" and isinstance(item, dict):
- fn = item.get("function")
- name = fn.get("name") if isinstance(fn, dict) else None
- args_raw = fn.get("arguments") if isinstance(fn, dict) else None
- rows = (
- _kv_row("id", item.get("id"))
- + _kv_row("name", name)
- + _kv_row("arguments", _parse_arguments_for_display(args_raw))
- )
- blocks.append(
- f""
- )
- elif isinstance(item, dict):
- rows = "".join(_kv_row(k, v) for k, v in item.items())
- blocks.append(
- f""
- )
- else:
- blocks.append(
- ""
- f"
{key} {i + 1}
"
- f"{_kv_row('value', item)}
"
- )
- return "".join(blocks) if blocks else _kv_row(key, value)
-
-
-def _render_structured(kind: str, payload: dict[str, Any]) -> str:
- """Unified: ordered keys per kind, then each value via _structured_value (list→blocks, else kv)."""
- ordered = _ORDERED_KEYS.get(kind, list(payload.keys()))
- seen: set[str] = set()
- out: list[str] = []
- for key in ordered:
- if key not in payload:
- continue
- seen.add(key)
- out.append(_structured_value(key, payload[key]))
- for key, value in payload.items():
- if key not in seen:
- out.append(_structured_value(key, value))
- if not out:
- out.append(_kv_row("payload", "(empty)"))
- return "{}
".format("".join(out))
-
-
-def _render_log_html(snapshot: ConversationSnapshot, show_system_events: bool = False) -> str:
- context_ids = {entry.id for entry in snapshot.context_entries}
- active_anchor_id = snapshot.active_anchor.entry_id if snapshot.active_anchor else None
- rows: list[str] = []
- for entry in snapshot.entries:
- if not show_system_events and getattr(entry, "kind", "") == "event":
- continue
- is_context = entry.id in context_ids
- is_active_anchor = entry.kind == "anchor" and entry.id == active_anchor_id
- classes = ["tape-entry"]
- if is_context:
- classes.append("in-context")
- if is_active_anchor:
- classes.append("active-anchor")
- payload = getattr(entry, "payload", {})
- if not isinstance(payload, dict):
- payload = {}
- human = html.escape(_human_text(entry.kind, payload))
- structured = _render_structured(entry.kind, payload)
- raw_payload = html.escape(json.dumps(payload, ensure_ascii=False, indent=2))
- rows.append(
- f""
- ""
- f"{_kind_label(entry.kind)}"
- f"{human}"
- "
"
- f"{structured}"
- ""
- "Raw payload
"
- f"{raw_payload}"
- " "
- " "
- )
- if not rows:
- rows.append("Tape is empty. Send a message to begin.
")
- return "{}
".format("".join(rows))
-
-
-def _context_source_label(snapshot: ConversationSnapshot, view_mode: ViewMode) -> str:
- if view_mode == "full":
- return "Full Context"
- if view_mode == "latest":
- if snapshot.active_anchor:
- return f"Latest: {snapshot.active_anchor.label}"
- return "Latest (no anchor)"
- if snapshot.active_anchor:
- return f"Anchor: {snapshot.active_anchor.label}"
- return "Anchor: not found"
-
-
-def _token_health(estimated_tokens: int) -> tuple[str, str]:
- if estimated_tokens > 3000:
- return "HIGH", "ctx-high"
- if estimated_tokens > 2000:
- return "MODERATE", "ctx-moderate"
- return "OK", "ctx-ok"
-
-
-def _render_context(snapshot: ConversationSnapshot, view_mode: ViewMode) -> str:
- source = html.escape(_context_source_label(snapshot, view_mode))
- status_label, status_class = _token_health(snapshot.estimated_tokens)
- progress = min(int((snapshot.estimated_tokens / 4000) * 100), 100)
- return (
- ""
- "
"
- f"{source}"
- f"{snapshot.context_entry_count} / {snapshot.total_entries} entries"
- f" · ~{snapshot.estimated_tokens} tok"
- f" · {status_label}"
- "
"
- "
"
- "
"
- )
-
-
-def _render_tape_footer(snapshot: ConversationSnapshot, view_mode: ViewMode) -> str:
- if view_mode == "full":
- left = "All entries in context"
- elif view_mode == "latest":
- left = "From latest anchor"
- else:
- left = f"From: {snapshot.active_anchor.label}" if snapshot.active_anchor else "From: anchor (missing)"
- return (
- f"**{left}** "
- f"{snapshot.context_entry_count} in context · "
- f"{snapshot.total_entries} total · "
- f"~{snapshot.estimated_tokens} tokens"
- )
-
-
-def _anchor_rows(snapshot: ConversationSnapshot) -> list[list[str]]:
- active_name = snapshot.active_anchor.name if snapshot.active_anchor else ""
- rows: list[list[str]] = []
- for anchor in snapshot.anchors:
- rows.append(
- [
- "\u2713" if anchor.name == active_name else "",
- anchor.label,
- anchor.name,
- anchor.summary or "-",
- ]
- )
- return rows
-
-
-# ---------------------------------------------------------------------------
-# View builder (single source of truth)
-# ---------------------------------------------------------------------------
-
-
-def _build_view(
- view_mode: ViewMode, anchor_name: str | None, show_system_events: bool = False
-) -> tuple[
- list[dict[str, str]],
- str,
- dict[str, Any],
- list[list[str]],
- str,
- str,
-]:
- snapshot = get_agent().snapshot(view_mode=view_mode, anchor_name=anchor_name)
- anchor_choices = [anchor.name for anchor in snapshot.anchors]
-
- if view_mode == "from-anchor":
- resolved_anchor = (
- anchor_name if anchor_name in anchor_choices else (anchor_choices[-1] if anchor_choices else None)
- )
- if resolved_anchor != anchor_name:
- snapshot = get_agent().snapshot(view_mode=view_mode, anchor_name=resolved_anchor)
- anchor_update = gr.update(choices=anchor_choices, value=resolved_anchor, interactive=True)
- else:
- anchor_update = gr.update(choices=anchor_choices, value=None, interactive=False)
-
- return (
- snapshot.messages,
- _render_log_html(snapshot, show_system_events),
- anchor_update,
- _anchor_rows(snapshot),
- _render_tape_footer(snapshot, view_mode),
- _render_context(snapshot, view_mode),
- )
-
-
-# ---------------------------------------------------------------------------
-# Event handlers (each self-contained, no cascade)
-# ---------------------------------------------------------------------------
-
-
-def _refresh(view_mode: ViewMode, anchor_name: str | None, show_system_events: bool = False):
- chat, log, anchor_upd, anchors, footer, ctx = _build_view(view_mode, anchor_name, show_system_events)
- return chat, log, anchor_upd, anchors, footer, ctx, ""
-
-
-def _send_stage1(message: str, chat_history: list[dict[str, str]] | None):
- text = message.strip()
- if not text:
- return "", chat_history or [], "", ""
- history = list(chat_history or [])
- history.append({"role": "user", "content": text})
- return "", history, "", text
-
-
-def _send_stage2(
- pending_message: str,
- view_mode: ViewMode,
- anchor_name: str | None,
- show_system_events: bool,
-):
- text = pending_message.strip()
- if not text:
- chat, log, anchor_upd, anchors, footer, ctx = _build_view(view_mode, anchor_name, show_system_events)
- yield chat, log, anchor_upd, anchors, footer, ctx, "", ""
- return
-
- state: dict[str, Any] = {"done": False, "reply": "", "error": None}
-
- def _worker() -> None:
- try:
- state["reply"] = get_agent().reply(text, view_mode=view_mode, anchor_name=anchor_name)
- except Exception as exc: # pragma: no cover - defensive guard
- state["error"] = exc
- finally:
- state["done"] = True
-
- thread = threading.Thread(target=_worker, daemon=True)
- thread.start()
-
- while not bool(state["done"]):
- chat, log, anchor_upd, anchors, footer, ctx = _build_view(view_mode, anchor_name, show_system_events)
- if not chat or chat[-1].get("role") != "user" or chat[-1].get("content") != text:
- chat = [*chat, {"role": "user", "content": text}]
- yield chat, log, anchor_upd, anchors, footer, ctx, "", text
- time.sleep(0.2)
-
- reply = str(state.get("reply") or "")
- if state.get("error") is not None:
- reply = f"Error: {state['error']}"
- status = reply if reply.startswith("Error:") else ""
- chat, log, anchor_upd, anchors, footer, ctx = _build_view(view_mode, anchor_name, show_system_events)
- yield chat, log, anchor_upd, anchors, footer, ctx, status, ""
-
-
-def _send(message: str, view_mode: ViewMode, anchor_name: str | None, show_system_events: bool = False):
- """Backward-compatible sync wrapper kept for tests."""
- last = None
- for update in _send_stage2(message, view_mode, anchor_name, show_system_events):
- last = update
- if last is None:
- chat, log, anchor_upd, anchors, footer, ctx = _build_view(view_mode, anchor_name, show_system_events)
- return "", chat, log, anchor_upd, anchors, footer, ctx, ""
- chat, log, anchor_upd, anchors, footer, ctx, status, _pending = last
- return "", chat, log, anchor_upd, anchors, footer, ctx, status
-
-
-def _create_handoff(name: str, phase: str, summary: str, facts_text: str, show_system_events: bool = False):
- if not name.strip():
- chat, log, anchor_upd, anchors, footer, ctx = _build_view("latest", None, show_system_events)
- return (
- name,
- phase,
- summary,
- facts_text,
- "latest",
- chat,
- log,
- anchor_upd,
- anchors,
- footer,
- ctx,
- "Name is required.",
- )
-
- facts = [line.strip() for line in facts_text.splitlines() if line.strip()]
- normalized = get_agent().handoff(name=name, phase=phase, summary=summary, facts=facts)
- chat, log, anchor_upd, anchors, footer, ctx = _build_view("latest", None, show_system_events)
- return "", "", "", "", "latest", chat, log, anchor_upd, anchors, footer, ctx, f"Handoff created: {normalized}"
-
-
-def _switch_view(target_mode: ViewMode, show_system_events: bool = False):
- chat, log, anchor_upd, anchors, footer, ctx = _build_view(target_mode, None, show_system_events)
- return target_mode, chat, log, anchor_upd, anchors, footer, ctx, ""
-
-
-def _select_anchor_from_table(
- rows: list[list[str]],
- show_or_evt: bool | gr.SelectData,
- evt: gr.SelectData | None = None,
-):
- if evt is None:
- show_system_events = False
- if not hasattr(show_or_evt, "index"):
- return _switch_view("latest", show_system_events)
- evt = show_or_evt # type: ignore[assignment]
- else:
- show_system_events = bool(show_or_evt)
- row_index = evt.index[0] if isinstance(evt.index, tuple) else evt.index
- if not isinstance(row_index, int) or row_index < 0 or row_index >= len(rows):
- return _switch_view("latest", show_system_events)
- anchor_name = rows[row_index][2]
- if not isinstance(anchor_name, str) or not anchor_name.strip():
- return _switch_view("latest", show_system_events)
- chat, log, anchor_upd, anchors, footer, ctx = _build_view("from-anchor", anchor_name, show_system_events)
- return "from-anchor", chat, log, anchor_upd, anchors, footer, ctx, ""
-
-
-# ---------------------------------------------------------------------------
-# CSS (theme-aware, no hardcoded dark-mode colors)
-# ---------------------------------------------------------------------------
-
-# Font: no custom font-family set; Gradio Soft theme uses system/browser default
-# (e.g. PingFang SC / 微软雅黑 on Chinese systems), which can look round (幼圆感).
-CSS = """
-/* Main row: equal-height columns so tape and conversation bottoms align */
-#main-row { align-items: stretch !important; min-height: 640px; }
-#tape-col, #conversation-col { display: flex !important; flex-direction: column !important; min-height: 0; }
-/* Conversation: chatbot wrapper (3rd child) grows so input+buttons sit at bottom */
-#conversation-col > div:nth-child(3) {
- flex: 1 1 0 !important; min-height: 0 !important;
- display: flex !important; flex-direction: column !important;
-}
-#conv-chatbot { flex: 1 1 0 !important; min-height: 400px !important; }
-
-/* Tape entry list (original: fixed max-height, scroll) */
-.tape-list {
- display: flex;
- flex-direction: column;
- gap: 4px;
- max-height: 560px;
- overflow-y: auto;
- padding: 2px 0;
-}
-.tape-entry {
- display: block;
- padding: 5px 10px; border-radius: 6px;
- border-left: 3px solid transparent;
- transition: background 0.15s;
-}
-.entry-summary { display: flex; align-items: center; gap: 8px; cursor: pointer; list-style: none; }
-.entry-summary::-webkit-details-marker { display: none; }
-.tape-entry:hover { background: color-mix(in srgb, var(--body-text-color) 6%, transparent); }
-.tape-entry.in-context { border-left-color: #2ea043; background: color-mix(in srgb, #2ea043 8%, transparent); }
-.tape-entry.active-anchor { border-left-color: #d29922; background: color-mix(in srgb, #d29922 8%, transparent); }
-.tape-empty { padding: 20px; text-align: center; opacity: 0.5; }
-
-/* Entry badges */
-.entry-badge {
- font-size: 10px; font-weight: 600; padding: 1px 6px; border-radius: 4px;
- text-transform: uppercase; white-space: nowrap; flex-shrink: 0;
- background: color-mix(in srgb, #8b949e 18%, transparent); color: #8b949e;
-}
-.entry-text { overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 13px; opacity: 0.85; }
-.entry-structured {
- margin: 8px 0 6px 0;
- padding: 8px;
- border-radius: 6px;
- background: color-mix(in srgb, var(--body-text-color) 4%, transparent);
- border: 1px solid var(--border-color-primary);
-}
-.entry-kv { display: grid; grid-template-columns: 120px 1fr; gap: 8px; padding: 2px 0; font-size: 12px; }
-.entry-k { opacity: 0.65; font-family: monospace; }
-.entry-v { white-space: pre-wrap; word-break: break-word; }
-.entry-call-block, .entry-result-block {
- margin: 8px 0; padding: 8px; border-radius: 6px;
- border: 1px solid var(--border-color-primary);
- background: color-mix(in srgb, var(--body-text-color) 3%, transparent);
-}
-.entry-call-title, .entry-result-title {
- font-size: 11px; font-weight: 600; opacity: 0.8; margin-bottom: 6px;
-}
-.entry-raw-block { margin: 0 0 2px 0; }
-.entry-raw-summary { cursor: pointer; font-size: 12px; opacity: 0.8; }
-.entry-raw {
- margin: 6px 0 0 0;
- padding: 8px;
- border-radius: 6px;
- border: 1px solid var(--border-color-primary);
- background: color-mix(in srgb, var(--body-text-color) 2%, transparent);
- font-size: 12px;
- white-space: pre-wrap;
- word-break: break-word;
-}
-
-/* Context bar (above chatbot) */
-.ctx-bar { padding: 8px 12px; border-radius: 8px; border: 1px solid var(--border-color-primary); margin-bottom: 6px; }
-.ctx-info {
- display: flex;
- justify-content: space-between;
- align-items: center;
- gap: 8px;
- font-size: 12px;
- flex-wrap: wrap;
-}
-.ctx-source { font-weight: 600; }
-.ctx-stats { opacity: 0.65; }
-.ctx-track {
- height: 4px;
- border-radius: 4px;
- background: var(--border-color-primary);
- margin-top: 6px;
- overflow: hidden;
-}
-.ctx-fill { height: 100%; border-radius: 4px; transition: width 0.3s; }
-.ctx-ok { color: #2ea043; } .ctx-fill.ctx-ok { background: #2ea043; }
-.ctx-moderate { color: #d29922; } .ctx-fill.ctx-moderate { background: #d29922; }
-.ctx-high { color: #f85149; } .ctx-fill.ctx-high { background: #f85149; }
-"""
-
-# ---------------------------------------------------------------------------
-# Layout
-# ---------------------------------------------------------------------------
-
-with gr.Blocks(title="Endless Context") as demo:
- gr.Markdown("## Endless Context\nAppend-only tape · Handoff anchors · Context assembly")
-
- with gr.Row(elem_id="main-row"):
- # ---- Left: Tape ----
- with gr.Column(scale=3, elem_id="tape-col"):
- gr.Markdown("#### Tape")
- view_mode = gr.Radio(
- choices=["latest", "full", "from-anchor"],
- value="latest",
- label="Context view",
- )
- show_system_events = gr.Checkbox(
- value=False,
- label="Show events",
- info="Only affects tape rendering; does not affect context selection.",
- )
- anchor_selector = gr.Dropdown(
- choices=[],
- value=None,
- label="Anchor",
- info="Active when view is from-anchor.",
- interactive=False,
- )
- log_html = gr.HTML()
- tape_footer = gr.Markdown()
-
- # ---- Center: Conversation ----
- with gr.Column(scale=6, elem_id="conversation-col"):
- gr.Markdown("#### Conversation")
- context_indicator = gr.HTML()
- chatbot = gr.Chatbot(height=480, label="Messages", elem_id="conv-chatbot")
- user_input = gr.Textbox(
- label="Message",
- placeholder="Type a message, Shift+Enter to send",
- lines=3,
- elem_id="user-input",
- )
- with gr.Row():
- send_button = gr.Button("Send", variant="primary", elem_id="send-btn")
- refresh_button = gr.Button("Refresh", variant="secondary")
-
- # ---- Right: Anchors ----
- with gr.Column(scale=3):
- gr.Markdown("#### Anchors")
- with gr.Row():
- full_tape_button = gr.Button("Full tape", size="sm")
- latest_anchor_button = gr.Button("Latest", size="sm")
- anchors_table = gr.Dataframe(
- headers=["", "Label", "Name", "Summary"],
- datatype=["str", "str", "str", "str"],
- interactive=False,
- row_count=6,
- column_count=(4, "fixed"),
- value=[],
- )
- with gr.Accordion("Create Handoff", open=False):
- handoff_name = gr.Textbox(label="Name", placeholder="e.g. impl-details")
- handoff_phase = gr.Textbox(label="Phase", placeholder="e.g. Implementation")
- handoff_summary = gr.Textbox(label="Summary")
- handoff_facts = gr.Textbox(label="Facts (one per line)", lines=3)
- handoff_button = gr.Button("Create", variant="secondary")
-
- status_text = gr.Markdown()
- pending_message = gr.State("")
-
- # ------------------------------------------------------------------
- # Shared output lists (avoids repetition)
- # ------------------------------------------------------------------
- _core = [chatbot, log_html, anchor_selector, anchors_table, tape_footer, context_indicator, status_text]
-
- # ------------------------------------------------------------------
- # Event wiring — uses .input (not .change) to prevent cascade
- # ------------------------------------------------------------------
-
- demo.load(
- fn=_refresh, inputs=[view_mode, anchor_selector, show_system_events], outputs=_core, show_progress="hidden"
- )
-
- # User manually switches radio / dropdown — .input fires only on direct interaction
- view_mode.input(
- fn=_refresh,
- inputs=[view_mode, anchor_selector, show_system_events],
- outputs=_core,
- show_progress="hidden",
- )
- anchor_selector.input(
- fn=_refresh,
- inputs=[view_mode, anchor_selector, show_system_events],
- outputs=_core,
- show_progress="hidden",
- )
- show_system_events.input(
- fn=_refresh,
- inputs=[view_mode, anchor_selector, show_system_events],
- outputs=_core,
- show_progress="hidden",
- )
-
- refresh_button.click(
- fn=_refresh,
- inputs=[view_mode, anchor_selector, show_system_events],
- outputs=_core,
- show_progress="hidden",
- )
-
- send_button.click(
- fn=_send_stage1,
- inputs=[user_input, chatbot],
- outputs=[user_input, chatbot, status_text, pending_message],
- queue=False,
- show_progress="hidden",
- ).then(
- fn=_send_stage2,
- inputs=[pending_message, view_mode, anchor_selector, show_system_events],
- outputs=_core + [pending_message],
- show_progress="hidden",
- )
- user_input.submit(
- fn=_send_stage1,
- inputs=[user_input, chatbot],
- outputs=[user_input, chatbot, status_text, pending_message],
- queue=False,
- show_progress="hidden",
- ).then(
- fn=_send_stage2,
- inputs=[pending_message, view_mode, anchor_selector, show_system_events],
- outputs=_core + [pending_message],
- show_progress="hidden",
- )
-
- handoff_button.click(
- fn=_create_handoff,
- inputs=[handoff_name, handoff_phase, handoff_summary, handoff_facts, show_system_events],
- outputs=[handoff_name, handoff_phase, handoff_summary, handoff_facts, view_mode] + _core,
- show_progress="hidden",
- )
-
- full_tape_button.click(
- fn=lambda show: _switch_view("full", show),
- inputs=[show_system_events],
- outputs=[view_mode] + _core,
- show_progress="hidden",
- )
- latest_anchor_button.click(
- fn=lambda show: _switch_view("latest", show),
- inputs=[show_system_events],
- outputs=[view_mode] + _core,
- show_progress="hidden",
- )
- anchors_table.select(
- fn=_select_anchor_from_table,
- inputs=[anchors_table, show_system_events],
- outputs=[view_mode] + _core,
- show_progress="hidden",
- )
-
-# Custom JS: Shift+Enter to send, Enter for newline
-INPUT_HEAD_JS = """
-
-"""
-
if __name__ == "__main__":
- demo.launch(
- server_name=os.getenv("GRADIO_SERVER_NAME", "0.0.0.0"),
- server_port=int(os.getenv("GRADIO_SERVER_PORT", "7860")),
- theme=gr.themes.Soft(),
- css=CSS,
- head=INPUT_HEAD_JS,
- show_error=True,
- )
+ main()
diff --git a/docker-compose.yml b/docker-compose.yml
index 01875c0..59d7d7e 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,8 +1,8 @@
services:
seekdb:
image: quay.io/oceanbase/seekdb
- ports:
- - "2881:2881"
+ expose:
+ - "2881"
environment:
ROOT_PASSWORD: ${SEEKDB_ROOT_PASSWORD:-}
volumes:
@@ -28,8 +28,10 @@ services:
environment:
OCEANBASE_HOST: seekdb
OCEANBASE_PORT: 2881
- GRADIO_SERVER_NAME: 0.0.0.0
- GRADIO_SERVER_PORT: 7860
+ BUB_GRADIO_HOST: 0.0.0.0
+ BUB_GRADIO_PORT: 7860
+ BUB_WORKSPACE_PATH: /app
+ BUB_HOME: /app/.bub
restart: unless-stopped
volumes:
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
index f182e9c..659a356 100755
--- a/docker/entrypoint.sh
+++ b/docker/entrypoint.sh
@@ -38,10 +38,29 @@ start_seekdb() {
exit 1
}
+build_tapestore_url() {
+ python3.12 - <<'PY'
+import os
+from urllib.parse import quote
+
+user = os.getenv("OCEANBASE_USER", "root")
+password = os.getenv("OCEANBASE_PASSWORD", "") or os.getenv("ROOT_PASSWORD", "")
+host = os.getenv("OCEANBASE_HOST", "127.0.0.1")
+port = os.getenv("OCEANBASE_PORT", "2881")
+database = os.getenv("OCEANBASE_DATABASE", "bub")
+
+auth = quote(user, safe="")
+if password:
+ auth += ":" + quote(password, safe="")
+
+print(f"mysql+oceanbase://{auth}@{host}:{port}/{database}")
+PY
+}
+
db_host="${OCEANBASE_HOST:-127.0.0.1}"
db_port="${OCEANBASE_PORT:-2881}"
db_user="${OCEANBASE_USER:-root}"
-db_name="${OCEANBASE_DATABASE:-republic}"
+db_name="${OCEANBASE_DATABASE:-bub}"
db_pass="${OCEANBASE_PASSWORD:-${ROOT_PASSWORD:-}}"
start_local_seekdb="${START_LOCAL_SEEKDB:-auto}"
@@ -88,8 +107,22 @@ mysql -h"${db_host}" -P"${db_port}" -u"${db_user}" ${db_pass:+-p${db_pass}} -e "
echo "Database setup complete!"
+export BUB_HOME="${BUB_HOME:-/app/.bub}"
+export BUB_WORKSPACE_PATH="${BUB_WORKSPACE_PATH:-/app}"
+mkdir -p "${BUB_HOME}"
+
+if [ -z "${BUB_TAPESTORE_SQLALCHEMY_URL:-}" ]; then
+ export BUB_TAPESTORE_SQLALCHEMY_URL="$(build_tapestore_url)"
+ echo "Derived BUB_TAPESTORE_SQLALCHEMY_URL for ${db_host}:${db_port}/${db_name}"
+else
+ echo "Using explicit BUB_TAPESTORE_SQLALCHEMY_URL"
+fi
+
+export BUB_GRADIO_HOST="${BUB_GRADIO_HOST:-0.0.0.0}"
+export BUB_GRADIO_PORT="${BUB_GRADIO_PORT:-7860}"
+
# Place Bub built-in skill scripts into workspace so tools/skills can spawn them
-uv run --no-dev python /usr/local/bin/setup-bub-workspace.py || true
+/app/.venv/bin/python /usr/local/bin/setup-bub-workspace.py || true
# Replace skill-installer's install script with project copy (SSL + git fallback)
if [ -f /app/scripts/install-skill-from-github.py ] && [ -d /app/.agent/skills/skill-installer/scripts ]; then
@@ -99,4 +132,4 @@ fi
# Project-local skills when agent runs install-skill-from-github.py
export BUB_SKILLS_HOME="${BUB_SKILLS_HOME:-/app/.agent/skills}"
-exec uv run --no-dev python app.py
+exec /app/.venv/bin/python app.py
diff --git a/docs/index.md b/docs/index.md
index a2fb2c1..d1bad82 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -2,21 +2,30 @@
## Overview
-Endless Context is a minimal Gradio chat agent backed by Republic tape primitives and a SeekDB/OceanBase persistent store. The design prioritizes auditability, explicit context slicing, and low operational overhead.
+Endless Context is a Bub extension package focused on one deployment shape:
-## Features
+- Bub runtime and CLI stay upstream
+- Gradio is exposed as a Bub channel
+- tape persistence is delegated to `bub-tapestore-sqlalchemy`
+- OceanBase/seekdb support is provided through a thin compatibility plugin
+- the original three-pane Gradio UI/UX is preserved above the new runtime shape
-- Tape-first chat orchestration with Republic
-- SeekDB-backed tape store via pyobvector SQLAlchemy dialect
-- Gradio three-pane UI (Tape / Conversation / Anchors)
-- Works on ModelScope Docker Studio via bundled `Dockerfile` + `docker/entrypoint.sh`
-- Supports OpenAI, Qwen, and other any-llm compatible providers
+This keeps the project close to the upstream Bub extension model and removes the old app-local runtime hacks.
## Architecture
-- **UI layer**: Gradio `Blocks` in `app.py`
-- **Agent layer**: `SimpleAgent` in `src/endless_context/agent.py`
-- **Tape store layer**: `SeekDBTapeStore` in `src/endless_context/tape_store.py`
+- **Bub plugin**: `src/endless_context/plugin.py`
+- **Gradio channel**: `src/endless_context/channel.py`
+- **OceanBase compatibility**: `src/endless_context/oceanbase.py`
+- **ModelScope launcher**: `app.py`
+
+## Runtime flow
+
+1. `app.py` creates `BubFramework`, loads installed Bub plugins, and starts `ChannelManager` with `gradio` enabled.
+2. `GradioChannel` launches a Gradio `Blocks` UI on port `7860`.
+3. User input is converted into `ChannelMessage` and handed to Bub through the channel message handler.
+4. Bub runs the normal hook pipeline and persists tape entries through `bub-tapestore-sqlalchemy`.
+5. Assistant output is routed back to `GradioChannel.send()` and rendered in the UI.
## Quick start
@@ -28,6 +37,7 @@ make compose-up
```
Starts SeekDB + app together. Stop with `make compose-down`. UI at `http://localhost:7860`.
+SeekDB is kept on the Compose network by default; only the Gradio UI is published to the host.
### Single container
@@ -38,42 +48,38 @@ docker run --rm -p 7860:7860 -p 2881:2881 endless-context:latest
### ModelScope Docker Studio
-- Use the provided `Dockerfile` (bundles SeekDB + app) and `docker/entrypoint.sh` (starts SeekDB, waits for it, then launches the app).
-- Exposed ports: `7860` (Gradio UI) and `2881` (SeekDB). Entry file is `app.py`.
-- Set environment secrets in Studio: `LLM_PROVIDER`, `LLM_API_KEY`, `LLM_MODEL`, and `OCEANBASE_*` values (`HOST`, `PORT`, `USER`, `PASSWORD`, `DATABASE`), with optional `REPUBLIC_*` overrides.
-- Build and run the container; open the forwarded `7860` port to chat.
+- Use the provided `Dockerfile` and `docker/entrypoint.sh`.
+- Exposed ports: `7860` (Gradio channel) and `2881` (SeekDB).
+- Set at least `BUB_MODEL`, `BUB_API_KEY`, `BUB_API_BASE` when needed, and `BUB_TAPESTORE_SQLALCHEMY_URL`.
+- Build and run the container, then open the forwarded `7860` port.
## Configuration (.env)
+- `BUB_MODEL`, `BUB_API_KEY`, `BUB_API_BASE`
+- `BUB_TAPESTORE_SQLALCHEMY_URL`
+- `BUB_GRADIO_HOST`, `BUB_GRADIO_PORT`
- `OCEANBASE_HOST`, `OCEANBASE_PORT`, `OCEANBASE_USER`, `OCEANBASE_PASSWORD`, `OCEANBASE_DATABASE`
-- `REPUBLIC_TAPE_TABLE`
-- `LLM_PROVIDER`, `LLM_API_KEY`, `LLM_MODEL`
-- Optional `REPUBLIC_MODEL`, `REPUBLIC_API_BASE`, `REPUBLIC_VERBOSE`
## Development workflow (Makefile)
- `make install` — `uv sync` + `uv run prek install`
- `make compose-up|down|logs` — Docker Compose lifecycle (local recommended)
- `make docker-build` — build single-container image for ModelScope
-- `make run` — bare-metal run (`uv run python app.py`, requires local SeekDB or external DB)
+- `make run` — start Bub's `ChannelManager` with the `gradio` channel via `python app.py`
- `make test` — `uv run pytest`
- `make check` — lock consistency + `prek run -a`
- `make lint` / `make fmt` — ruff check/format
- `make docs-test` / `make docs` — build/serve docs
-## Data flow
-
-1. User sends a message through Gradio.
-2. Agent resolves context window (`full`, `latest`, or `from-anchor`).
-3. Republic executes chat and appends structured tape entries.
-4. Tape entries are persisted in SeekDB via `SeekDBTapeStore`.
-5. UI refreshes Tape/Anchors/Context indicator from the persisted tape.
-
## Testing
-`pytest` covers context slicing, handoff behavior, and reply path wiring.
+`pytest` now focuses on:
+
+- Gradio channel request/response wiring and preserved UI interactions
+- tape snapshot / anchor selection logic on the Bub-native tape service
+- OceanBase/seekdb compatibility patch behavior
## Risks and mitigations
- External DB dependency: SeekDB must be reachable; use Docker Compose or Docker Studio when possible.
-- LLM credentials: Missing keys fail at runtime; keep `.env` minimal and explicit.
+- Bub version alignment: this package targets the `0.3.x` extension model; keep the `bub` pin and entry-point contract in sync.
diff --git a/pyproject.toml b/pyproject.toml
index e5c0490..2019ef6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
[project]
name = "endless-context"
version = "0.1.0"
-description = "A Bub-powered Gradio chat agent with SeekDB tape storage."
+description = "A Bub extension that exposes a Gradio channel backed by OceanBase seekdb."
authors = [
{ name = "PsiACE", email = "psiace@apache.org" },
]
@@ -9,16 +9,24 @@ readme = "README.md"
requires-python = ">=3.12"
dependencies = [
"gradio>=4.0.0",
- "bub==0.2.1",
+ "bub==0.3.3",
+ "loguru>=0.7.2",
+ "pydantic-settings>=2.0.0",
+ "pymysql>=1.1.0",
"pyobvector>=0.2.22",
+ "republic==0.5.6",
+ "sqlglot>=26.0.0,<30.0.0",
"sqlalchemy>=2.0.0",
- "typer>=0.21,<0.22",
]
[project.urls]
Homepage = "https://modelscope.cn/docs/studios/create"
Repository = "https://github.com/PsiACE/endless-context"
+[project.entry-points."bub"]
+endless-context = "endless_context.plugin:register"
+oceanbase-dialect = "endless_context.oceanbase:register"
+
[dependency-groups]
dev = [
"prek>=0.2.17",
@@ -34,8 +42,13 @@ requires = ["pdm-backend"]
build-backend = "pdm.backend"
[tool.pdm.build]
+package-dir = "src"
+includes = ["src/endless_context"]
source-includes = ["app.py", "README.md", ".env.example"]
+[tool.uv.sources]
+bub = { git = "https://github.com/bubbuild/bub.git", tag = "0.3.3" }
+
[tool.pytest.ini_options]
testpaths = ["tests"]
diff --git a/src/endless_context/__init__.py b/src/endless_context/__init__.py
index a9832b0..7ad1684 100644
--- a/src/endless_context/__init__.py
+++ b/src/endless_context/__init__.py
@@ -1,4 +1,6 @@
from endless_context.agent import BubAgent
+from endless_context.channel import GradioChannel
+from endless_context.plugin import register
-__all__ = ["BubAgent"]
+__all__ = ["BubAgent", "GradioChannel", "register"]
__version__ = "0.1.0"
diff --git a/src/endless_context/agent.py b/src/endless_context/agent.py
index c593ecb..4bcef2a 100644
--- a/src/endless_context/agent.py
+++ b/src/endless_context/agent.py
@@ -1,14 +1,16 @@
from __future__ import annotations
import asyncio
-import os
-from dataclasses import dataclass
-from pathlib import Path
-from typing import Any, Iterable, Literal
+import inspect
+from dataclasses import dataclass, field
+from dataclasses import replace as dc_replace
+from typing import Any, Literal
-from bub.app.runtime import AppRuntime
-
-from endless_context.bub_runtime import build_runtime
+from bub.builtin.agent import Agent as BubRuntimeAgent
+from bub.builtin.context import default_tape_context
+from bub.framework import BubFramework
+from republic.tape import Tape, TapeEntry
+from republic.tape.context import LAST_ANCHOR, TapeContext
DEFAULT_SYSTEM_PROMPT = (
"You are a tape-first assistant. Keep answers concise, grounded in recorded facts, "
@@ -30,6 +32,22 @@ def _run_async(coro: Any) -> Any:
loop.close()
+def _strip_bub_context_prefix(content: str) -> str:
+ first_line, separator, remainder = content.partition("\n")
+ if not separator or "channel=$" not in first_line:
+ return content
+
+ if not remainder.startswith("---Date:"):
+ return content
+
+ _, date_separator, body = remainder.partition("\n")
+ if not date_separator:
+ return content
+
+ stripped = body.strip()
+ return stripped or content
+
+
@dataclass(frozen=True)
class AnchorState:
entry_id: int
@@ -43,11 +61,12 @@ class AnchorState:
@dataclass(frozen=True)
class ConversationSnapshot:
tape_name: str
- entries: list[Any]
+ entries: list[TapeEntry]
anchors: list[AnchorState]
active_anchor: AnchorState | None
- context_entries: list[Any]
- estimated_tokens: int
+ context_entries: list[TapeEntry]
+ messages: list[dict[str, str]] = field(default_factory=list)
+ estimated_tokens: int = 0
@property
def total_entries(self) -> int:
@@ -57,137 +76,109 @@ def total_entries(self) -> int:
def context_entry_count(self) -> int:
return len(self.context_entries)
- @property
- def messages(self) -> list[dict[str, str]]:
- result: list[dict[str, str]] = []
- run_step: dict[str, int] = {}
- current_step = 1
- for entry in self.entries:
- kind = getattr(entry, "kind", "")
- payload = getattr(entry, "payload", {})
- meta = getattr(entry, "meta", {})
- if not isinstance(payload, dict):
- continue
- if not isinstance(meta, dict):
- meta = {}
-
- if kind == "event" and payload.get("name") == "loop.step.start":
- data = payload.get("data")
- if isinstance(data, dict):
- step = data.get("step")
- if isinstance(step, int) and step > 0:
- current_step = step
- continue
-
- if kind == "system":
- run_id = meta.get("run_id")
- if isinstance(run_id, str) and run_id:
- run_step[run_id] = current_step
- continue
-
- if kind == "message":
- role = payload.get("role")
- content = payload.get("content")
- if role in {"user", "assistant"} and isinstance(content, str):
- if role == "user":
- run_id = meta.get("run_id")
- if isinstance(run_id, str) and run_step.get(run_id, 1) > 1:
- # Internal follow-up user turn generated by runtime loop.
- continue
- result.append({"role": role, "content": content})
- continue
-
- # Comma commands are persisted as events; include them in chat history
- # so refresh does not "lose" the interaction.
- if kind != "event" or payload.get("name") != "command":
- continue
- data = payload.get("data")
- if not isinstance(data, dict):
- continue
- if data.get("origin") != "human":
- continue
- raw = data.get("raw")
- output = data.get("output")
- if isinstance(raw, str) and raw.strip():
- user_msg = {"role": "user", "content": raw}
- if not result or result[-1] != user_msg:
- result.append(user_msg)
- if isinstance(output, str) and output.strip():
- result.append({"role": "assistant", "content": output})
- return result
-
class BubAgent:
- """Bub-powered chat agent with Gradio-oriented snapshot helpers."""
+ """Snapshot/handoff adapter built on top of Bub's native Agent and tape service."""
- def __init__(
- self,
- user_id: str = "default",
- agent_id: str = "endless-context",
- tape_name: str | None = None,
- system_prompt: str = DEFAULT_SYSTEM_PROMPT,
- runtime: AppRuntime | None = None,
- session_id: str | None = None,
- workspace: Path | None = None,
- ) -> None:
- self.user_id = user_id
- self.agent_id = agent_id
- self.system_prompt = system_prompt
- self._workspace = workspace or Path(os.getenv("BUB_WORKSPACE_PATH", ".")).resolve()
- self._runtime = runtime or build_runtime(self._workspace)
- if self.system_prompt.strip():
- self._runtime.settings = self._runtime.settings.model_copy(update={"system_prompt": self.system_prompt})
- default_session = session_id or f"{agent_id}:{user_id}"
- self._session_id = tape_name or default_session
- self._session = self._runtime.get_session(self._session_id)
+ def __init__(self, framework: BubFramework) -> None:
+ self._framework = framework
+ self._runtime_agent = BubRuntimeAgent(framework)
+ self._workspace = framework.workspace.resolve()
- @property
- def tape_name(self) -> str:
- return str(self._session.tape.tape.name)
-
- def reply(
+ def snapshot(
self,
- message: str,
- history: Iterable[dict[str, Any]] | None = None,
+ session_id: str,
*,
view_mode: ViewMode = "latest",
anchor_name: str | None = None,
- ) -> str:
- if not isinstance(message, str):
- raise ValueError("message must be a string")
- if not message.strip():
- return ""
- del history
-
+ ) -> ConversationSnapshot:
+ tape = self._session_tape(session_id)
resolved_mode, resolved_anchor_name, entries, anchors = self._resolve_view(
+ tape=tape,
view_mode=view_mode,
anchor_name=anchor_name,
ensure_anchor=view_mode != "full",
)
- _, context_entries = select_context_entries(entries, anchors, resolved_mode, resolved_anchor_name)
- self._session.tape.append_event(
- "gradio.context_selection",
- {
- "view_mode": resolved_mode,
- "anchor_name": resolved_anchor_name,
- "context_entry_count": len(context_entries),
- "estimated_tokens": estimate_tokens(context_entries),
- },
+ active_anchor = resolve_active_anchor(anchors, resolved_mode, resolved_anchor_name)
+ if resolved_mode == "full" or not anchors:
+ context_entries = entries
+ else:
+ context_entries = self._read_context_entries(tape, resolved_mode, resolved_anchor_name)
+ return ConversationSnapshot(
+ tape_name=tape.name,
+ entries=entries,
+ anchors=anchors,
+ active_anchor=active_anchor,
+ context_entries=context_entries,
+ messages=extract_conversation_messages(context_entries),
+ estimated_tokens=estimate_tokens(context_entries),
+ )
+
+ async def run(
+ self,
+ session_id: str,
+ *,
+ prompt: str | list[dict],
+ state: dict[str, object],
+ allowed_tools: set[str] | None = None,
+ ) -> str:
+ tape = self._session_tape(session_id)
+ requested_view_mode = _coerce_view_mode(state.get("_gradio_view_mode"))
+ requested_anchor_name = _coerce_anchor_name(state.get("_gradio_anchor_name"))
+ resolved_mode, resolved_anchor_name, _, anchors = await self._resolve_view_async(
+ tape=tape,
+ view_mode=requested_view_mode,
+ anchor_name=requested_anchor_name,
+ ensure_anchor=requested_view_mode != "full",
+ )
+ runtime_context = build_runtime_tape_context(
+ view_mode=resolved_mode,
+ anchor_name=resolved_anchor_name,
+ state=dict(state),
+ has_anchor=bool(anchors),
+ )
+ tape.context = dc_replace(
+ tape.context,
+ anchor=runtime_context.anchor,
+ select=runtime_context.select,
+ state=runtime_context.state,
)
- loop_result = _run_async(self._runtime.handle_input(self._session_id, message))
- if loop_result.error:
- return f"Error: {loop_result.error}"
+ merge_back = not session_id.startswith("temp/")
+ async with self._runtime_agent.tapes.fork_tape(tape.name, merge_back=merge_back):
+ await self._runtime_agent.tapes.ensure_bootstrap_anchor(tape.name)
+ if isinstance(prompt, str) and prompt.strip().startswith(","):
+ return await self._runtime_agent._run_command(tape=tape, line=prompt.strip())
+ return await self._runtime_agent._agent_loop(
+ tape=tape,
+ prompt=prompt,
+ allowed_tools=allowed_tools,
+ )
- outputs: list[str] = []
- if loop_result.immediate_output and loop_result.immediate_output.strip():
- outputs.append(loop_result.immediate_output.strip())
- if loop_result.assistant_output and loop_result.assistant_output.strip():
- outputs.append(loop_result.assistant_output.strip())
- return "\n\n".join(outputs).strip()
+ def append_context_selection_event(
+ self,
+ session_id: str,
+ *,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ context_entry_count: int,
+ estimated_tokens: int,
+ ) -> None:
+ tape = self._session_tape(session_id)
+ payload = {
+ "view_mode": view_mode,
+ "anchor_name": anchor_name,
+ "context_entry_count": context_entry_count,
+ "estimated_tokens": estimated_tokens,
+ }
+ if self._framework.get_tape_store() is None:
+ _run_async(self._runtime_agent.tapes.append_event(tape.name, "gradio.context_selection", payload))
+ return
+ self._append_entry_sync(tape.name, TapeEntry.event("gradio.context_selection", payload))
def handoff(
self,
+ session_id: str,
name: str,
*,
phase: str = "",
@@ -204,82 +195,175 @@ def handoff(
clean_facts = [item.strip() for item in facts if item.strip()]
if clean_facts:
state["facts"] = clean_facts
- self._session.tape.handoff(normalized, state=state or None)
+ tape = self._session_tape(session_id)
+ if self._framework.get_tape_store() is None:
+ _run_async(self._runtime_agent.tapes.handoff(tape.name, name=normalized, state=state or None))
+ return normalized
+ self._append_handoff_sync(tape.name, normalized, state or None)
return normalized
- def reset(self) -> None:
- self._session.tape.append_event(
- "gradio.tape_archived",
- {
- "old_tape": self.tape_name,
- "reason": "user_reset",
- },
- )
- self._session.tape.reset(archive=True)
- self._runtime.reset_session_context(self._session_id)
-
- def snapshot(
- self,
- *,
- view_mode: ViewMode = "latest",
- anchor_name: str | None = None,
- ) -> ConversationSnapshot:
- resolved_mode, resolved_anchor_name, entries, anchors = self._resolve_view(
- view_mode=view_mode,
- anchor_name=anchor_name,
- ensure_anchor=view_mode != "full",
- )
- active_anchor, context_entries = select_context_entries(
- entries,
- anchors,
- resolved_mode,
- resolved_anchor_name,
- )
- return ConversationSnapshot(
- tape_name=self.tape_name,
- entries=entries,
- anchors=anchors,
- active_anchor=active_anchor,
- context_entries=context_entries,
- estimated_tokens=estimate_tokens(context_entries),
+ def reset(self, session_id: str) -> None:
+ tape = self._session_tape(session_id)
+ if self._framework.get_tape_store() is None:
+ _run_async(
+ self._runtime_agent.tapes.append_event(
+ tape.name,
+ "gradio.tape_archived",
+ {
+ "old_tape": tape.name,
+ "reason": "user_reset",
+ },
+ )
+ )
+ _run_async(self._runtime_agent.tapes.reset(tape.name, archive=True))
+ return
+ self._append_entry_sync(
+ tape.name,
+ TapeEntry.event(
+ "gradio.tape_archived",
+ {
+ "old_tape": tape.name,
+ "reason": "user_reset",
+ },
+ ),
)
+ self._reset_tape_sync(tape.name)
+ self._append_handoff_sync(tape.name, AUTO_BOOTSTRAP_ANCHOR, {"owner": "human"})
+
+ def _session_tape(self, session_id: str) -> Tape:
+ return self._runtime_agent.tapes.session_tape(session_id, self._workspace)
+
+ def _read_entries(self, tape: Tape) -> list[TapeEntry]:
+ entries = _run_async(tape.query_async.all())
+ return list(entries)
+
+ async def _read_entries_async(self, tape: Tape) -> list[TapeEntry]:
+ entries = await tape.query_async.all()
+ return list(entries)
+
+ def _read_context_entries(self, tape: Tape, view_mode: ViewMode, anchor_name: str | None) -> list[TapeEntry]:
+ context = build_runtime_tape_context(view_mode=view_mode, anchor_name=anchor_name, state={})
+ query = context.build_query(tape.query_async)
+ return list(_run_async(query.all()))
+
+ async def _read_context_entries_async(
+ self, tape: Tape, view_mode: ViewMode, anchor_name: str | None
+ ) -> list[TapeEntry]:
+ context = build_runtime_tape_context(view_mode=view_mode, anchor_name=anchor_name, state={})
+ query = context.build_query(tape.query_async)
+ return list(await query.all())
+
+ def _create_bootstrap_anchor(self, tape: Tape) -> tuple[list[TapeEntry], list[AnchorState], AnchorState | None]:
+ if self._framework.get_tape_store() is None:
+ _run_async(self._runtime_agent.tapes.ensure_bootstrap_anchor(tape.name))
+ else:
+ self._append_handoff_sync(tape.name, AUTO_BOOTSTRAP_ANCHOR, dict(AUTO_BOOTSTRAP_STATE))
+ entries = self._read_entries(tape)
+ anchors = extract_anchors(entries)
+ created = find_anchor_by_name(anchors, AUTO_BOOTSTRAP_ANCHOR)
+ if created is None and anchors:
+ created = anchors[-1]
+ return entries, anchors, created
- def _read_entries(self) -> list[Any]:
- return list(self._session.tape.read_entries())
-
- def _create_bootstrap_anchor(self) -> tuple[list[Any], list[AnchorState], AnchorState | None]:
- self._session.tape.ensure_bootstrap_anchor()
- entries = self._read_entries()
+ async def _create_bootstrap_anchor_async(
+ self, tape: Tape
+ ) -> tuple[list[TapeEntry], list[AnchorState], AnchorState | None]:
+ if self._framework.get_tape_store() is None:
+ await self._runtime_agent.tapes.ensure_bootstrap_anchor(tape.name)
+ else:
+ await self._append_handoff_async(tape.name, AUTO_BOOTSTRAP_ANCHOR, dict(AUTO_BOOTSTRAP_STATE))
+ entries = await self._read_entries_async(tape)
anchors = extract_anchors(entries)
created = find_anchor_by_name(anchors, AUTO_BOOTSTRAP_ANCHOR)
if created is None and anchors:
created = anchors[-1]
return entries, anchors, created
+ def _append_handoff_sync(self, tape_name: str, name: str, state: dict[str, Any] | None) -> None:
+ self._append_entry_sync(tape_name, TapeEntry.anchor(name, state=state))
+ self._append_entry_sync(tape_name, TapeEntry.event("handoff", {"name": name, "state": state or {}}))
+
+ async def _append_handoff_async(self, tape_name: str, name: str, state: dict[str, Any] | None) -> None:
+ await self._append_entry_async(tape_name, TapeEntry.anchor(name, state=state))
+ await self._append_entry_async(tape_name, TapeEntry.event("handoff", {"name": name, "state": state or {}}))
+
+ def _append_entry_sync(self, tape_name: str, entry: TapeEntry) -> None:
+ store = self._framework.get_tape_store()
+ if store is None:
+ raise RuntimeError("tape store is not configured")
+ result = store.append(tape_name, entry)
+ if inspect.isawaitable(result):
+ _run_async(result)
+
+ async def _append_entry_async(self, tape_name: str, entry: TapeEntry) -> None:
+ store = self._framework.get_tape_store()
+ if store is None:
+ raise RuntimeError("tape store is not configured")
+ result = store.append(tape_name, entry)
+ if inspect.isawaitable(result):
+ await result
+
+ def _reset_tape_sync(self, tape_name: str) -> None:
+ store = self._framework.get_tape_store()
+ if store is None:
+ raise RuntimeError("tape store is not configured")
+ result = store.reset(tape_name)
+ if inspect.isawaitable(result):
+ _run_async(result)
+
def _resolve_view(
self,
*,
+ tape: Tape,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ ensure_anchor: bool,
+ ) -> tuple[ViewMode, str | None, list[TapeEntry], list[AnchorState]]:
+ entries = self._read_entries(tape)
+ anchors = extract_anchors(entries)
+
+ if view_mode == "full":
+ return "full", None, entries, anchors
+
+ if view_mode == "latest":
+ if not anchors and ensure_anchor and not entries:
+ entries, anchors, _ = self._create_bootstrap_anchor(tape)
+ resolved_anchor_name = anchors[-1].name if anchors else None
+ return "latest", resolved_anchor_name, entries, anchors
+
+ target = find_anchor_by_name(anchors, anchor_name) if anchor_name else None
+ if target is None and anchors:
+ target = anchors[-1]
+ if target is None and ensure_anchor and not entries:
+ entries, anchors, target = self._create_bootstrap_anchor(tape)
+ resolved_anchor_name = target.name if target else None
+ return "from-anchor", resolved_anchor_name, entries, anchors
+
+ async def _resolve_view_async(
+ self,
+ *,
+ tape: Tape,
view_mode: ViewMode,
anchor_name: str | None,
ensure_anchor: bool,
- ) -> tuple[ViewMode, str | None, list[Any], list[AnchorState]]:
- entries = self._read_entries()
+ ) -> tuple[ViewMode, str | None, list[TapeEntry], list[AnchorState]]:
+ entries = await self._read_entries_async(tape)
anchors = extract_anchors(entries)
if view_mode == "full":
return "full", None, entries, anchors
if view_mode == "latest":
- if not anchors and ensure_anchor:
- entries, anchors, _ = self._create_bootstrap_anchor()
+ if not anchors and ensure_anchor and not entries:
+ entries, anchors, _ = await self._create_bootstrap_anchor_async(tape)
resolved_anchor_name = anchors[-1].name if anchors else None
return "latest", resolved_anchor_name, entries, anchors
target = find_anchor_by_name(anchors, anchor_name) if anchor_name else None
if target is None and anchors:
target = anchors[-1]
- if target is None and ensure_anchor:
- entries, anchors, target = self._create_bootstrap_anchor()
+ if target is None and ensure_anchor and not entries:
+ entries, anchors, target = await self._create_bootstrap_anchor_async(tape)
resolved_anchor_name = target.name if target else None
return "from-anchor", resolved_anchor_name, entries, anchors
@@ -294,7 +378,7 @@ def _normalize_anchor_name(name: str) -> str:
return f"handoff:{safe}"
-def extract_anchors(entries: list[Any]) -> list[AnchorState]:
+def extract_anchors(entries: list[TapeEntry]) -> list[AnchorState]:
anchors: list[AnchorState] = []
for entry in entries:
if getattr(entry, "kind", "") != "anchor":
@@ -343,28 +427,90 @@ def find_anchor_by_name(anchors: list[AnchorState], anchor_name: str | None) ->
return None
-def select_context_entries(
- entries: list[Any],
+def resolve_active_anchor(
anchors: list[AnchorState],
view_mode: ViewMode,
anchor_name: str | None,
-) -> tuple[AnchorState | None, list[Any]]:
- if view_mode == "full":
- return None, list(entries)
- if not anchors:
- return None, list(entries)
+) -> AnchorState | None:
+ if view_mode == "full" or not anchors:
+ return None
if view_mode == "latest":
- active_anchor = anchors[-1]
+ return anchors[-1]
+ return find_anchor_by_name(anchors, anchor_name) or anchors[-1]
+
+
+def build_runtime_tape_context(
+ *,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ state: dict[str, object],
+ has_anchor: bool = True,
+) -> TapeContext:
+ anchor: str | None | object
+ if view_mode == "full" or not has_anchor:
+ anchor = None
+ elif view_mode == "latest":
+ anchor = LAST_ANCHOR
else:
- active_anchor = find_anchor_by_name(anchors, anchor_name) or anchors[-1]
- return active_anchor, entries_after_id(entries, active_anchor.entry_id)
+ anchor = anchor_name or LAST_ANCHOR
+ return TapeContext(
+ anchor=anchor,
+ select=default_tape_context().select,
+ state=state,
+ )
-def entries_after_id(entries: list[Any], entry_id: int) -> list[Any]:
+def extract_conversation_messages(entries: list[TapeEntry]) -> list[dict[str, str]]:
+ result: list[dict[str, str]] = []
+ for entry in entries:
+ kind = getattr(entry, "kind", "")
+ payload = getattr(entry, "payload", {})
+ if not isinstance(payload, dict):
+ continue
+
+ if kind == "message":
+ role = payload.get("role")
+ content = payload.get("content")
+ if role in {"user", "assistant"} and isinstance(content, str):
+ if role == "user":
+ content = _strip_bub_context_prefix(content)
+ result.append({"role": role, "content": content})
+ continue
+
+ if kind != "event" or payload.get("name") != "command":
+ continue
+ data = payload.get("data")
+ if not isinstance(data, dict):
+ continue
+ raw = data.get("raw")
+ output = data.get("output")
+ if isinstance(raw, str) and raw.strip():
+ user_msg = {"role": "user", "content": raw}
+ if not result or result[-1] != user_msg:
+ result.append(user_msg)
+ if isinstance(output, str) and output.strip():
+ result.append({"role": "assistant", "content": output})
+ return result
+
+
+def _coerce_view_mode(value: object) -> ViewMode:
+ if value in {"full", "latest", "from-anchor"}:
+ return value
+ return "latest"
+
+
+def _coerce_anchor_name(value: object) -> str | None:
+ if not isinstance(value, str):
+ return None
+ stripped = value.strip()
+ return stripped or None
+
+
+def entries_after_id(entries: list[TapeEntry], entry_id: int) -> list[TapeEntry]:
return [entry for entry in entries if int(getattr(entry, "id", 0)) > entry_id]
-def _extract_usage_tokens(entry: Any) -> int | None:
+def _extract_usage_tokens(entry: TapeEntry) -> int | None:
if getattr(entry, "kind", "") != "event":
return None
payload = getattr(entry, "payload", {})
@@ -385,8 +531,7 @@ def _extract_usage_tokens(entry: Any) -> int | None:
return None
-def _fallback_token_estimate_by_chars(entries: list[Any]) -> int:
- # Fallback method: estimate tokens by characters using chars/token ~= 4.
+def _fallback_token_estimate_by_chars(entries: list[TapeEntry]) -> int:
total_chars = 0
for entry in entries:
payload = getattr(entry, "payload", {})
@@ -400,12 +545,7 @@ def _fallback_token_estimate_by_chars(entries: list[Any]) -> int:
return max(1, total_chars // 4) if total_chars else 0
-def estimate_tokens(entries: list[Any]) -> int:
- """Estimate context tokens with an explicit policy.
-
- 1) Prefer provider-reported usage from latest `event(name="run")`.
- 2) Fallback to deterministic char-based estimate when usage is unavailable.
- """
+def estimate_tokens(entries: list[TapeEntry]) -> int:
for entry in reversed(entries):
usage_tokens = _extract_usage_tokens(entry)
if usage_tokens is not None:
diff --git a/src/endless_context/bub_runtime.py b/src/endless_context/bub_runtime.py
deleted file mode 100644
index 9a956e7..0000000
--- a/src/endless_context/bub_runtime.py
+++ /dev/null
@@ -1,263 +0,0 @@
-from __future__ import annotations
-
-import asyncio
-import atexit
-import importlib
-import inspect
-import json
-import os
-import threading
-from pathlib import Path
-from typing import Any
-
-from bub.app.runtime import AppRuntime
-from bub.config import load_settings
-
-from endless_context.tape_store import SeekDBTapeStore
-
-_PATCH_LOCK = threading.Lock()
-_PATCHED = False
-_RUNTIME_CLEANUP_REGISTERED = False
-
-
-def _json_dump_tool_result(value: Any) -> str:
- if isinstance(value, str):
- return value
- try:
- return json.dumps(value, ensure_ascii=False)
- except TypeError:
- return json.dumps({"_type": type(value).__name__, "value": str(value)}, ensure_ascii=False)
-
-
-def _patch_republic_tool_history_replay() -> None:
- context_module = importlib.import_module("republic.tape.context")
- if getattr(context_module, "_ec_tool_history_replay_patched", False):
- return
-
- def _default_messages_with_tool_events(entries: list[Any]) -> list[dict[str, Any]]:
- messages: list[dict[str, Any]] = []
- pending_calls: list[dict[str, Any]] = []
-
- def append_tool_message(call: dict[str, Any], content: str) -> None:
- call_id = ""
- if isinstance(call.get("id"), str):
- call_id = call["id"]
- tool_name = ""
- fn = call.get("function")
- if isinstance(fn, dict) and isinstance(fn.get("name"), str):
- tool_name = fn["name"]
- msg: dict[str, Any] = {"role": "tool", "content": content}
- if call_id:
- msg["tool_call_id"] = call_id
- if tool_name:
- msg["name"] = tool_name
- messages.append(msg)
-
- def flush_pending_with_placeholder() -> None:
- for call in pending_calls:
- append_tool_message(call, "")
- pending_calls.clear()
-
- for entry in entries:
- kind = getattr(entry, "kind", "")
- payload = getattr(entry, "payload", {})
- if not isinstance(payload, dict):
- continue
- if kind == "message":
- if pending_calls:
- flush_pending_with_placeholder()
- messages.append(dict(payload))
- continue
- if kind == "tool_call":
- if pending_calls:
- flush_pending_with_placeholder()
- calls = payload.get("calls")
- if not isinstance(calls, list):
- continue
- normalized_calls = [dict(call) for call in calls if isinstance(call, dict)]
- if not normalized_calls:
- continue
- messages.append({"role": "assistant", "content": "", "tool_calls": normalized_calls})
- pending_calls = normalized_calls
- continue
- if kind != "tool_result":
- continue
- results = payload.get("results")
- if not isinstance(results, list):
- results = []
- for index, call in enumerate(pending_calls):
- content = (
- _json_dump_tool_result(results[index])
- if index < len(results)
- else ""
- )
- append_tool_message(call, content)
- pending_calls = []
- if pending_calls:
- flush_pending_with_placeholder()
- return messages
-
- context_module._default_messages = _default_messages_with_tool_events # type: ignore[attr-defined]
- context_module._ec_tool_history_replay_patched = True
-
-
-def _patch_context_selection_iter() -> None:
- """Make ContextSelection iterable so bub builtin tape.info can use 'for msg in messages'.
-
- Republic's read_messages() returns ContextSelection (messages + error), not a list.
- Bub's tape.info iterates over it; without __iter__ that raises 'ContextSelection' object
- is not iterable. Other builtins (tape.anchors, tape.search, tape.reset, tape.handoff,
- skills.list, skills.describe) use list-returning APIs (read_entries, discover_skills,
- load_skill_body) and work with SeekDB store without this patch.
- """
- context_module = importlib.import_module("republic.tape.context")
- if getattr(context_module.ContextSelection, "_ec_iter_patched", False):
- return
-
- _ContextSelection = context_module.ContextSelection
-
- def ___iter__(self: Any) -> Any:
- return iter(self.messages)
-
- _ContextSelection.__iter__ = ___iter__ # type: ignore[method-assign]
- _ContextSelection._ec_iter_patched = True # type: ignore[attr-defined]
-
-
-def _resolve_awaitable(value: Any) -> Any:
- if not inspect.isawaitable(value):
- return value
- try:
- asyncio.get_running_loop()
- except RuntimeError:
- return asyncio.run(value)
-
- result: dict[str, Any] = {"value": None, "error": None}
-
- def _runner() -> None:
- try:
- result["value"] = asyncio.run(value)
- except Exception as exc: # pragma: no cover - defensive fallback
- result["error"] = exc
-
- thread = threading.Thread(target=_runner, daemon=True)
- thread.start()
- thread.join()
- if result["error"] is not None:
- raise result["error"]
- return result["value"]
-
-
-def _patch_republic_tool_executor() -> None:
- executor_module = importlib.import_module("republic.tools.executor")
- tool_executor_cls = getattr(executor_module, "ToolExecutor", None)
- if tool_executor_cls is None:
- return
- if getattr(tool_executor_cls, "_ec_async_tool_patched", False):
- return
-
- original_handle = tool_executor_cls._handle_tool_response
- ErrorKind = executor_module.ErrorKind
- ErrorPayload = executor_module.ErrorPayload
-
- def _handle_tool_response_with_await(
- self: Any,
- tool_response: Any,
- tool_map: dict[str, Any],
- context: Any,
- ) -> tuple[Any, Any]:
- outcome, error = original_handle(self, tool_response, tool_map, context)
- if error is not None or outcome is self._skip:
- return outcome, error
- try:
- return _resolve_awaitable(outcome), None
- except Exception as exc:
- tool_name = ""
- if isinstance(tool_response, dict):
- function = tool_response.get("function")
- if isinstance(function, dict):
- raw_name = function.get("name")
- if isinstance(raw_name, str):
- tool_name = raw_name
- message = f"Tool '{tool_name}' execution failed." if tool_name else "Tool execution failed."
- failure = ErrorPayload(ErrorKind.TOOL, message, details={"error": repr(exc)})
- return failure.as_dict(), failure
-
- tool_executor_cls._handle_tool_response = _handle_tool_response_with_await
- tool_executor_cls._ec_async_tool_patched = True
-
-
-def _patch_bub_store_builder() -> None:
- global _PATCHED
- if _PATCHED:
- return
- with _PATCH_LOCK:
- if _PATCHED:
- return
- runtime_module = importlib.import_module("bub.app.runtime")
-
- def _build_seekdb_store(_settings: Any, _workspace: Path) -> SeekDBTapeStore:
- return SeekDBTapeStore.from_env()
-
- runtime_module.build_tape_store = _build_seekdb_store # type: ignore[assignment]
- _PATCHED = True
-
-
-def _register_runtime_cleanup(runtime: AppRuntime) -> None:
- global _RUNTIME_CLEANUP_REGISTERED
- if _RUNTIME_CLEANUP_REGISTERED:
- return
-
- def _cleanup() -> None:
- try:
- runtime.__exit__(None, None, None)
- except Exception:
- return
-
- atexit.register(_cleanup)
- _RUNTIME_CLEANUP_REGISTERED = True
-
-
-def build_runtime(
- workspace: Path,
- *,
- model: str | None = None,
- max_tokens: int | None = None,
- allowed_tools: set[str] | None = None,
- allowed_skills: set[str] | None = None,
- enable_scheduler: bool = True,
-) -> AppRuntime:
- _patch_bub_store_builder()
- _patch_republic_tool_history_replay()
- _patch_republic_tool_executor()
- _patch_context_selection_iter()
- settings = load_settings(workspace)
- if not settings.api_base:
- # Bub Settings use env_prefix BUB_, so LLM_API_BASE in .env is not loaded into api_base.
- # pydantic-settings does not put .env into os.environ, so we load .env here.
- try:
- from dotenv import load_dotenv
-
- load_dotenv(workspace / ".env")
- except ImportError:
- pass
- llm_api_base = (os.getenv("LLM_API_BASE") or "").strip()
- if llm_api_base:
- settings = settings.model_copy(update={"api_base": llm_api_base})
- updates: dict[str, object] = {}
- if model:
- updates["model"] = model
- if max_tokens is not None:
- updates["max_tokens"] = max_tokens
- if updates:
- settings = settings.model_copy(update=updates)
-
- runtime = AppRuntime(
- workspace.resolve(),
- settings,
- allowed_tools=allowed_tools,
- allowed_skills=allowed_skills,
- enable_scheduler=enable_scheduler,
- )
- runtime.__enter__()
- _register_runtime_cleanup(runtime)
- return runtime
diff --git a/src/endless_context/channel.py b/src/endless_context/channel.py
new file mode 100644
index 0000000..26fc653
--- /dev/null
+++ b/src/endless_context/channel.py
@@ -0,0 +1,929 @@
+from __future__ import annotations
+
+import asyncio
+import html
+import json
+import threading
+import time
+import uuid
+from typing import Any
+
+from bub.channels.base import Channel
+from bub.channels.message import ChannelMessage
+from bub.framework import BubFramework
+from bub.types import MessageHandler
+from loguru import logger
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+from endless_context.agent import BubAgent, ConversationSnapshot, ViewMode
+
+
+class PendingTurn:
+ def __init__(self) -> None:
+ self.outputs: list[str] = []
+ self.completed = threading.Event()
+
+ def append(self, kind: str, content: str) -> None:
+ rendered = content.strip()
+ if not rendered:
+ return
+ if kind == "error" and not rendered.startswith("Error:"):
+ rendered = f"Error: {rendered}"
+ self.outputs.append(rendered)
+ self.completed.set()
+
+ def render(self) -> str:
+ return "\n\n".join(item for item in self.outputs if item)
+
+
+def _preview_text(content: str, limit: int = 120) -> str:
+ compact = " ".join(content.split())
+ if len(compact) <= limit:
+ return compact
+ return compact[: limit - 3] + "..."
+
+
+class GradioChannelSettings(BaseSettings):
+ model_config = SettingsConfigDict(
+ env_prefix="BUB_GRADIO_",
+ env_file=".env",
+ env_file_encoding="utf-8",
+ extra="ignore",
+ )
+
+ host: str = "0.0.0.0"
+ port: int = 7860
+ response_timeout_seconds: float = 300.0
+ enqueue_timeout_seconds: float = 10.0
+ output_settle_seconds: float = 0.1
+
+
+class GradioChannel(Channel):
+ name = "gradio"
+
+ def __init__(self, on_receive: MessageHandler, framework: BubFramework) -> None:
+ self._on_receive = on_receive
+ self._framework = framework
+ self._config = GradioChannelSettings()
+ self._loop: asyncio.AbstractEventLoop | None = None
+ self._demo: Any | None = None
+ self._gr: Any | None = None
+ self._pending_lock = threading.RLock()
+ self._pending: dict[str, PendingTurn] = {}
+ self._agent = BubAgent(framework)
+
+ async def start(self, stop_event: asyncio.Event) -> None:
+ del stop_event
+ try:
+ import gradio as gr
+ except ImportError:
+ logger.error("gradio is not installed; the gradio channel cannot start")
+ return
+
+ if self._loop is not None:
+ return
+
+ self._loop = asyncio.get_running_loop()
+ self._gr = gr
+ demo = self._build_demo(gr)
+ await asyncio.to_thread(
+ demo.launch,
+ server_name=self._config.host,
+ server_port=self._config.port,
+ prevent_thread_lock=True,
+ show_error=True,
+ quiet=True,
+ share=False,
+ theme=gr.themes.Soft(),
+ css=CSS,
+ head=INPUT_HEAD_JS,
+ )
+ self._demo = demo
+ logger.info("gradio.start complete host={} port={}", self._config.host, self._config.port)
+
+ async def stop(self) -> None:
+ if self._demo is None:
+ return
+ await asyncio.to_thread(self._demo.close)
+ self._demo = None
+ self._loop = None
+ logger.info("gradio.stop complete")
+
+ async def send(self, message: ChannelMessage) -> None:
+ with self._pending_lock:
+ pending = self._pending.get(message.session_id)
+ if pending is None:
+ logger.debug("gradio.send dropped outbound for inactive session_id={}", message.session_id)
+ return
+ logger.info(
+ "gradio.outbound session_id={} kind={} content={}",
+ message.session_id,
+ message.kind,
+ _preview_text(message.content or ""),
+ )
+ pending.append(message.kind or "normal", message.content or "")
+
+ def _build_demo(self, gr: Any) -> Any:
+ with gr.Blocks(title="Endless Context") as demo:
+ session_state = gr.State("")
+ pending_message = gr.State("")
+
+ gr.Markdown("## Endless Context\nAppend-only tape · Handoff anchors · Context assembly")
+
+ with gr.Row(elem_id="main-row"):
+ with gr.Column(scale=3, elem_id="tape-col"):
+ gr.Markdown("#### Tape")
+ view_mode = gr.Radio(
+ choices=["latest", "full", "from-anchor"],
+ value="latest",
+ label="Context view",
+ )
+ show_system_events = gr.Checkbox(
+ value=False,
+ label="Show events",
+ info="Only affects tape rendering; does not affect context selection.",
+ )
+ anchor_selector = gr.Dropdown(
+ choices=[],
+ value=None,
+ label="Anchor",
+ info="Active when view is from-anchor.",
+ interactive=False,
+ )
+ log_html = gr.HTML()
+ tape_footer = gr.Markdown()
+
+ with gr.Column(scale=6, elem_id="conversation-col"):
+ gr.Markdown("#### Conversation")
+ context_indicator = gr.HTML()
+ chatbot = gr.Chatbot(height=480, label="Messages", elem_id="conv-chatbot")
+ user_input = gr.Textbox(
+ label="Message",
+ placeholder="Type a message, Shift+Enter to send",
+ lines=3,
+ elem_id="user-input",
+ )
+ with gr.Row():
+ send_button = gr.Button("Send", variant="primary", elem_id="send-btn")
+ refresh_button = gr.Button("Refresh", variant="secondary")
+
+ with gr.Column(scale=3):
+ gr.Markdown("#### Anchors")
+ with gr.Row():
+ full_tape_button = gr.Button("Full tape", size="sm")
+ latest_anchor_button = gr.Button("Latest", size="sm")
+ anchors_table = gr.Dataframe(
+ headers=["", "Label", "Name", "Summary"],
+ datatype=["str", "str", "str", "str"],
+ interactive=False,
+ row_count=6,
+ column_count=(4, "fixed"),
+ value=[],
+ )
+ with gr.Accordion("Create Handoff", open=False):
+ handoff_name = gr.Textbox(label="Name", placeholder="e.g. impl-details")
+ handoff_phase = gr.Textbox(label="Phase", placeholder="e.g. Implementation")
+ handoff_summary = gr.Textbox(label="Summary")
+ handoff_facts = gr.Textbox(label="Facts (one per line)", lines=3)
+ handoff_button = gr.Button("Create", variant="secondary")
+
+ status_text = gr.Markdown()
+
+ core = [chatbot, log_html, anchor_selector, anchors_table, tape_footer, context_indicator, status_text]
+
+ demo.load(
+ fn=self._init_session,
+ inputs=[show_system_events],
+ outputs=[session_state] + core,
+ show_progress="hidden",
+ )
+ view_mode.input(
+ fn=self._refresh,
+ inputs=[session_state, view_mode, anchor_selector, show_system_events],
+ outputs=core,
+ show_progress="hidden",
+ )
+ anchor_selector.input(
+ fn=self._refresh,
+ inputs=[session_state, view_mode, anchor_selector, show_system_events],
+ outputs=core,
+ show_progress="hidden",
+ )
+ show_system_events.input(
+ fn=self._refresh,
+ inputs=[session_state, view_mode, anchor_selector, show_system_events],
+ outputs=core,
+ show_progress="hidden",
+ )
+ refresh_button.click(
+ fn=self._refresh,
+ inputs=[session_state, view_mode, anchor_selector, show_system_events],
+ outputs=core,
+ show_progress="hidden",
+ )
+
+ send_button.click(
+ fn=self._send_stage1,
+ inputs=[user_input, chatbot],
+ outputs=[user_input, chatbot, status_text, pending_message],
+ queue=False,
+ show_progress="hidden",
+ ).then(
+ fn=self._send_stage2,
+ inputs=[session_state, pending_message, view_mode, anchor_selector, show_system_events],
+ outputs=core + [pending_message],
+ show_progress="hidden",
+ )
+ user_input.submit(
+ fn=self._send_stage1,
+ inputs=[user_input, chatbot],
+ outputs=[user_input, chatbot, status_text, pending_message],
+ queue=False,
+ show_progress="hidden",
+ ).then(
+ fn=self._send_stage2,
+ inputs=[session_state, pending_message, view_mode, anchor_selector, show_system_events],
+ outputs=core + [pending_message],
+ show_progress="hidden",
+ )
+
+ handoff_button.click(
+ fn=self._create_handoff,
+ inputs=[session_state, handoff_name, handoff_phase, handoff_summary, handoff_facts, show_system_events],
+ outputs=[handoff_name, handoff_phase, handoff_summary, handoff_facts, view_mode] + core,
+ show_progress="hidden",
+ )
+
+ full_tape_button.click(
+ fn=lambda session_id, show: self._switch_view(session_id, "full", show),
+ inputs=[session_state, show_system_events],
+ outputs=[view_mode] + core,
+ show_progress="hidden",
+ )
+ latest_anchor_button.click(
+ fn=lambda session_id, show: self._switch_view(session_id, "latest", show),
+ inputs=[session_state, show_system_events],
+ outputs=[view_mode] + core,
+ show_progress="hidden",
+ )
+ anchors_table.select(
+ fn=self._select_anchor_from_table,
+ inputs=[session_state, anchors_table, show_system_events],
+ outputs=[view_mode] + core,
+ show_progress="hidden",
+ )
+ return demo
+
+ def _new_session_id(self) -> str:
+ return f"{self.name}:{uuid.uuid4().hex[:12]}"
+
+ def _chat_id_from_session(self, session_id: str) -> str:
+ if ":" not in session_id:
+ return session_id
+ return session_id.split(":", 1)[1]
+
+ def _require_loop(self) -> asyncio.AbstractEventLoop:
+ if self._loop is None:
+ raise RuntimeError("gradio channel is not running yet")
+ return self._loop
+
+ def _build_inbound_message(
+ self,
+ session_id: str,
+ content: str,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ ) -> ChannelMessage:
+ message = ChannelMessage(
+ session_id=session_id,
+ channel=self.name,
+ chat_id=self._chat_id_from_session(session_id),
+ content=content,
+ kind="command" if content.startswith(",") else "normal",
+ is_active=True,
+ context={"surface": "gradio"},
+ )
+ message.view_mode = view_mode
+ message.anchor_name = anchor_name
+ return message
+
+ def _dispatch_and_wait(
+ self,
+ session_id: str,
+ content: str,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ ) -> str:
+ loop = self._require_loop()
+ pending = PendingTurn()
+ with self._pending_lock:
+ if session_id in self._pending:
+ raise RuntimeError(f"session {session_id} already has a running turn")
+ self._pending[session_id] = pending
+
+ try:
+ logger.info("gradio.inbound session_id={} content={}", session_id, _preview_text(content))
+ future = asyncio.run_coroutine_threadsafe(
+ self._on_receive(
+ self._build_inbound_message(
+ session_id=session_id,
+ content=content,
+ view_mode=view_mode,
+ anchor_name=anchor_name,
+ )
+ ),
+ loop,
+ )
+ future.result(timeout=self._config.enqueue_timeout_seconds)
+ if not pending.completed.wait(self._config.response_timeout_seconds):
+ raise TimeoutError(
+ f"timed out waiting for Bub output after {self._config.response_timeout_seconds:.1f}s"
+ )
+ if self._config.output_settle_seconds > 0:
+ time.sleep(self._config.output_settle_seconds)
+ rendered = pending.render()
+ if not rendered:
+ raise RuntimeError("Bub returned no outbound message")
+ return rendered
+ finally:
+ with self._pending_lock:
+ self._pending.pop(session_id, None)
+
+ def _build_view(
+ self,
+ session_id: str,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ show_system_events: bool = False,
+ ) -> tuple[list[dict[str, str]], str, dict[str, Any], list[list[str]], str, str]:
+ snapshot = self._agent.snapshot(session_id, view_mode=view_mode, anchor_name=anchor_name)
+ anchor_choices = [anchor.name for anchor in snapshot.anchors]
+ gr = self._gr
+ if gr is None:
+ raise RuntimeError("gradio is not initialized")
+
+ if view_mode == "from-anchor":
+ resolved_anchor = (
+ anchor_name if anchor_name in anchor_choices else (anchor_choices[-1] if anchor_choices else None)
+ )
+ if resolved_anchor != anchor_name:
+ snapshot = self._agent.snapshot(session_id, view_mode=view_mode, anchor_name=resolved_anchor)
+ anchor_update = gr.update(choices=anchor_choices, value=resolved_anchor, interactive=True)
+ else:
+ anchor_update = gr.update(choices=anchor_choices, value=None, interactive=False)
+
+ return (
+ snapshot.messages,
+ _render_log_html(snapshot, show_system_events),
+ anchor_update,
+ _anchor_rows(snapshot),
+ _render_tape_footer(snapshot, view_mode),
+ _render_context(snapshot, view_mode),
+ )
+
+ def _init_session(self, show_system_events: bool = False):
+ session_id = self._new_session_id()
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(session_id, "latest", None, show_system_events)
+ return session_id, chat, log, anchor_upd, anchors, footer, ctx, ""
+
+ def _refresh(self, session_id: str, view_mode: ViewMode, anchor_name: str | None, show_system_events: bool = False):
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, view_mode, anchor_name, show_system_events
+ )
+ return chat, log, anchor_upd, anchors, footer, ctx, ""
+
+ def _send_stage1(self, message: str, chat_history: list[dict[str, str]] | None):
+ text = message.strip()
+ if not text:
+ return "", chat_history or [], "", ""
+ history = list(chat_history or [])
+ history.append({"role": "user", "content": text})
+ return "", history, "", text
+
+ def _send_stage2(
+ self,
+ session_id: str,
+ pending_message: str,
+ view_mode: ViewMode,
+ anchor_name: str | None,
+ show_system_events: bool,
+ ):
+ text = pending_message.strip()
+ if not text:
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, view_mode, anchor_name, show_system_events
+ )
+ yield chat, log, anchor_upd, anchors, footer, ctx, "", ""
+ return
+
+ snapshot = self._agent.snapshot(session_id, view_mode=view_mode, anchor_name=anchor_name)
+ self._agent.append_context_selection_event(
+ session_id,
+ view_mode=view_mode,
+ anchor_name=snapshot.active_anchor.name if snapshot.active_anchor else anchor_name,
+ context_entry_count=len(snapshot.context_entries),
+ estimated_tokens=snapshot.estimated_tokens,
+ )
+
+ state: dict[str, Any] = {"done": False, "reply": "", "error": None}
+
+ def _worker() -> None:
+ try:
+ state["reply"] = self._dispatch_and_wait(session_id, text, view_mode, anchor_name)
+ except Exception as exc:
+ state["error"] = exc
+ finally:
+ state["done"] = True
+
+ thread = threading.Thread(target=_worker, daemon=True)
+ thread.start()
+
+ while not bool(state["done"]):
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, view_mode, anchor_name, show_system_events
+ )
+ if not chat or chat[-1].get("role") != "user" or chat[-1].get("content") != text:
+ chat = [*chat, {"role": "user", "content": text}]
+ yield chat, log, anchor_upd, anchors, footer, ctx, "", text
+ time.sleep(0.2)
+
+ reply = str(state.get("reply") or "")
+ if state.get("error") is not None:
+ reply = f"Error: {state['error']}"
+ status = reply if reply.startswith("Error:") else ""
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, view_mode, anchor_name, show_system_events
+ )
+ yield chat, log, anchor_upd, anchors, footer, ctx, status, ""
+
+ def _create_handoff(
+ self,
+ session_id: str,
+ name: str,
+ phase: str,
+ summary: str,
+ facts_text: str,
+ show_system_events: bool = False,
+ ):
+ if not name.strip():
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, "latest", None, show_system_events
+ )
+ return (
+ name,
+ phase,
+ summary,
+ facts_text,
+ "latest",
+ chat,
+ log,
+ anchor_upd,
+ anchors,
+ footer,
+ ctx,
+ "Name is required.",
+ )
+
+ facts = [line.strip() for line in facts_text.splitlines() if line.strip()]
+ normalized = self._agent.handoff(session_id, name=name, phase=phase, summary=summary, facts=facts)
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(session_id, "latest", None, show_system_events)
+ return "", "", "", "", "latest", chat, log, anchor_upd, anchors, footer, ctx, f"Handoff created: {normalized}"
+
+ def _switch_view(self, session_id: str, target_mode: ViewMode, show_system_events: bool = False):
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, target_mode, None, show_system_events
+ )
+ return target_mode, chat, log, anchor_upd, anchors, footer, ctx, ""
+
+ def _select_anchor_from_table(
+ self,
+ session_id: str,
+ rows: list[list[str]],
+ show_or_evt: bool | Any,
+ evt: Any | None = None,
+ ):
+ if evt is None:
+ show_system_events = False
+ if not hasattr(show_or_evt, "index"):
+ return self._switch_view(session_id, "latest", show_system_events)
+ evt = show_or_evt
+ else:
+ show_system_events = bool(show_or_evt)
+ row_index = evt.index[0] if isinstance(evt.index, tuple) else evt.index
+ if not isinstance(row_index, int) or row_index < 0 or row_index >= len(rows):
+ return self._switch_view(session_id, "latest", show_system_events)
+ anchor_name = rows[row_index][2]
+ if not isinstance(anchor_name, str) or not anchor_name.strip():
+ return self._switch_view(session_id, "latest", show_system_events)
+ chat, log, anchor_upd, anchors, footer, ctx = self._build_view(
+ session_id, "from-anchor", anchor_name, show_system_events
+ )
+ return "from-anchor", chat, log, anchor_upd, anchors, footer, ctx, ""
+
+
+def _kind_label(kind: str) -> str:
+ return kind.upper()[:10]
+
+
+_ORDERED_KEYS: dict[str, list[str]] = {
+ "message": ["role", "content"],
+ "event": ["name", "data"],
+ "anchor": ["name", "state"],
+ "system": ["content"],
+ "error": ["kind", "message", "details"],
+ "tool_call": ["calls"],
+ "tool_result": ["results"],
+}
+
+
+def _args_summary(arguments: Any, max_values: int = 4, max_len: int = 24) -> str:
+ obj: dict[str, Any] | None = None
+ if isinstance(arguments, dict):
+ obj = arguments
+ elif isinstance(arguments, str) and arguments.strip():
+ try:
+ parsed = json.loads(arguments)
+ obj = parsed if isinstance(parsed, dict) else None
+ except json.JSONDecodeError:
+ pass
+ if not obj:
+ return ""
+ parts: list[str] = []
+ for value in list(obj.values())[:max_values]:
+ text = str(value).strip().replace("\n", " ")
+ if len(text) > max_len:
+ text = text[: max_len - 1] + "…"
+ parts.append(text)
+ return ", ".join(parts)
+
+
+def _human_text(kind: str, payload: dict[str, Any]) -> str:
+ calls = payload.get("calls")
+ if isinstance(calls, list) and calls:
+ parts: list[str] = []
+ for call in calls[:3]:
+ if not isinstance(call, dict):
+ continue
+ fn = call.get("function")
+ name = fn.get("name") if isinstance(fn, dict) else "?"
+ args_raw = fn.get("arguments") if isinstance(fn, dict) else None
+ summary = _args_summary(args_raw)
+ parts.append(f"{name}({summary})" if summary else f"{name}()")
+ if len(calls) > 3:
+ parts.append("…")
+ return ", ".join(parts) if parts else "tool_call"
+
+ results = payload.get("results")
+ if isinstance(results, list):
+ if not results:
+ return "tool_result (0 results)"
+ first = results[0]
+ if isinstance(first, dict):
+ for key in ("message", "error", "content"):
+ value = first.get(key)
+ if isinstance(value, str) and value.strip():
+ return value.strip()[:90]
+ return f"results: {len(results)} item(s)"
+ if isinstance(first, str) and first.strip():
+ return first.strip()[:90]
+ return f"results: {len(results)} item(s)"
+
+ role = payload.get("role")
+ content = payload.get("content")
+ if isinstance(content, str) and content.strip():
+ prefix = f"{role}: " if isinstance(role, str) and role.strip() else ""
+ return f"{prefix}{content.strip().replace(chr(10), ' ')}"
+
+ for key in ("message", "name", "content"):
+ value = payload.get(key)
+ if isinstance(value, str) and value.strip():
+ line = value.strip()[:120]
+ if key == "name" and kind == "event":
+ data = payload.get("data")
+ if isinstance(data, dict) and data:
+ line += " (" + ", ".join(str(item) for item in list(data.keys())[:3]) + ")"
+ line = "event: " + line
+ elif key == "name" and kind == "anchor":
+ state = payload.get("state")
+ if isinstance(state, dict):
+ phase = state.get("phase")
+ if isinstance(phase, str) and phase.strip():
+ line += f" ({phase.strip()})"
+ return line
+
+ data = payload.get("data")
+ if isinstance(data, dict):
+ for key in ("message", "error", "name", "status"):
+ value = data.get(key)
+ if isinstance(value, str) and value.strip():
+ return value.strip()[:120]
+
+ compact = json.dumps(payload, ensure_ascii=False, separators=(",", ":"))
+ return compact[:120]
+
+
+def _kv_row(key: str, value: Any) -> str:
+ if isinstance(value, (dict, list)):
+ shown = json.dumps(value, ensure_ascii=False, indent=2)
+ else:
+ shown = str(value)
+ return (
+ ""
+ f"{html.escape(str(key))}"
+ f"{html.escape(shown)}"
+ "
"
+ )
+
+
+def _parse_arguments_for_display(arguments: Any) -> Any:
+ if isinstance(arguments, dict):
+ return arguments
+ if isinstance(arguments, str) and arguments.strip():
+ try:
+ return json.loads(arguments)
+ except json.JSONDecodeError:
+ return arguments
+ return arguments
+
+
+def _structured_value(key: str, value: Any) -> str:
+ if not isinstance(value, list):
+ return _kv_row(key, value)
+ blocks: list[str] = []
+ for index, item in enumerate(value):
+ if key == "calls" and isinstance(item, dict):
+ fn = item.get("function")
+ name = fn.get("name") if isinstance(fn, dict) else None
+ args_raw = fn.get("arguments") if isinstance(fn, dict) else None
+ rows = (
+ _kv_row("id", item.get("id"))
+ + _kv_row("name", name)
+ + _kv_row("arguments", _parse_arguments_for_display(args_raw))
+ )
+ blocks.append(
+ f""
+ )
+ elif isinstance(item, dict):
+ rows = "".join(_kv_row(item_key, item_value) for item_key, item_value in item.items())
+ blocks.append(
+ f""
+ )
+ else:
+ blocks.append(
+ ""
+ f"
{key} {index + 1}
"
+ f"{_kv_row('value', item)}
"
+ )
+ return "".join(blocks) if blocks else _kv_row(key, value)
+
+
+def _render_structured(kind: str, payload: dict[str, Any]) -> str:
+ ordered = _ORDERED_KEYS.get(kind, list(payload.keys()))
+ seen: set[str] = set()
+ out: list[str] = []
+ for key in ordered:
+ if key not in payload:
+ continue
+ seen.add(key)
+ out.append(_structured_value(key, payload[key]))
+ for key, value in payload.items():
+ if key not in seen:
+ out.append(_structured_value(key, value))
+ if not out:
+ out.append(_kv_row("payload", "(empty)"))
+ return "{}
".format("".join(out))
+
+
+def _render_log_html(snapshot: ConversationSnapshot, show_system_events: bool = False) -> str:
+ context_ids = {entry.id for entry in snapshot.context_entries}
+ active_anchor_id = snapshot.active_anchor.entry_id if snapshot.active_anchor else None
+ rows: list[str] = []
+ for entry in snapshot.entries:
+ if not show_system_events and getattr(entry, "kind", "") == "event":
+ continue
+ is_context = entry.id in context_ids
+ is_active_anchor = entry.kind == "anchor" and entry.id == active_anchor_id
+ classes = ["tape-entry"]
+ if is_context:
+ classes.append("in-context")
+ if is_active_anchor:
+ classes.append("active-anchor")
+ payload = getattr(entry, "payload", {})
+ if not isinstance(payload, dict):
+ payload = {}
+ human = html.escape(_human_text(entry.kind, payload))
+ structured = _render_structured(entry.kind, payload)
+ raw_payload = html.escape(json.dumps(payload, ensure_ascii=False, indent=2))
+ rows.append(
+ f""
+ ""
+ f"{_kind_label(entry.kind)}"
+ f"{human}"
+ "
"
+ f"{structured}"
+ ""
+ "Raw payload
"
+ f"{raw_payload}"
+ " "
+ " "
+ )
+ if not rows:
+ rows.append("Tape is empty. Send a message to begin.
")
+ return "{}
".format("".join(rows))
+
+
+def _context_source_label(snapshot: ConversationSnapshot, view_mode: ViewMode) -> str:
+ if view_mode == "full":
+ return "Full Context"
+ if view_mode == "latest":
+ if snapshot.active_anchor:
+ return f"Latest: {snapshot.active_anchor.label}"
+ return "Latest (no anchor)"
+ if snapshot.active_anchor:
+ return f"Anchor: {snapshot.active_anchor.label}"
+ return "Anchor: not found"
+
+
+def _token_health(estimated_tokens: int) -> tuple[str, str]:
+ if estimated_tokens > 3000:
+ return "HIGH", "ctx-high"
+ if estimated_tokens > 2000:
+ return "MODERATE", "ctx-moderate"
+ return "OK", "ctx-ok"
+
+
+def _render_context(snapshot: ConversationSnapshot, view_mode: ViewMode) -> str:
+ source = html.escape(_context_source_label(snapshot, view_mode))
+ status_label, status_class = _token_health(snapshot.estimated_tokens)
+ progress = min(int((snapshot.estimated_tokens / 4000) * 100), 100)
+ return (
+ ""
+ "
"
+ f"{source}"
+ f"{snapshot.context_entry_count} / {snapshot.total_entries} entries"
+ f" · ~{snapshot.estimated_tokens} tok"
+ f" · {status_label}"
+ "
"
+ "
"
+ "
"
+ )
+
+
+def _render_tape_footer(snapshot: ConversationSnapshot, view_mode: ViewMode) -> str:
+ if view_mode == "full":
+ left = "All entries in context"
+ elif view_mode == "latest":
+ left = "From latest anchor"
+ else:
+ left = f"From: {snapshot.active_anchor.label}" if snapshot.active_anchor else "From: anchor (missing)"
+ return (
+ f"**{left}** "
+ f"{snapshot.context_entry_count} in context · "
+ f"{snapshot.total_entries} total · "
+ f"~{snapshot.estimated_tokens} tokens"
+ )
+
+
+def _anchor_rows(snapshot: ConversationSnapshot) -> list[list[str]]:
+ active_name = snapshot.active_anchor.name if snapshot.active_anchor else ""
+ rows: list[list[str]] = []
+ for anchor in snapshot.anchors:
+ rows.append(
+ [
+ "\u2713" if anchor.name == active_name else "",
+ anchor.label,
+ anchor.name,
+ anchor.summary or "-",
+ ]
+ )
+ return rows
+
+
+CSS = """
+#main-row { align-items: stretch !important; min-height: 640px; }
+#tape-col, #conversation-col { display: flex !important; flex-direction: column !important; min-height: 0; }
+#conversation-col > div:nth-child(3) {
+ flex: 1 1 0 !important; min-height: 0 !important;
+ display: flex !important; flex-direction: column !important;
+}
+#conv-chatbot { flex: 1 1 0 !important; min-height: 400px !important; }
+.tape-list {
+ display: flex;
+ flex-direction: column;
+ gap: 4px;
+ max-height: 560px;
+ overflow-y: auto;
+ padding: 2px 0;
+}
+.tape-entry {
+ display: block;
+ padding: 5px 10px; border-radius: 6px;
+ border-left: 3px solid transparent;
+ transition: background 0.15s;
+}
+.entry-summary { display: flex; align-items: center; gap: 8px; cursor: pointer; list-style: none; }
+.entry-summary::-webkit-details-marker { display: none; }
+.tape-entry:hover { background: color-mix(in srgb, var(--body-text-color) 6%, transparent); }
+.tape-entry.in-context { border-left-color: #2ea043; background: color-mix(in srgb, #2ea043 8%, transparent); }
+.tape-entry.active-anchor { border-left-color: #d29922; background: color-mix(in srgb, #d29922 8%, transparent); }
+.tape-empty { padding: 20px; text-align: center; opacity: 0.5; }
+.entry-badge {
+ font-size: 10px; font-weight: 600; padding: 1px 6px; border-radius: 4px;
+ text-transform: uppercase; white-space: nowrap; flex-shrink: 0;
+ background: color-mix(in srgb, #8b949e 18%, transparent); color: #8b949e;
+}
+.entry-text { overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 13px; opacity: 0.85; }
+.entry-structured {
+ margin: 8px 0 6px 0;
+ padding: 8px;
+ border-radius: 6px;
+ background: color-mix(in srgb, var(--body-text-color) 4%, transparent);
+ border: 1px solid var(--border-color-primary);
+}
+.entry-kv { display: grid; grid-template-columns: 120px 1fr; gap: 8px; padding: 2px 0; font-size: 12px; }
+.entry-k { opacity: 0.65; font-family: monospace; }
+.entry-v { white-space: pre-wrap; word-break: break-word; }
+.entry-call-block, .entry-result-block {
+ margin: 8px 0; padding: 8px; border-radius: 6px;
+ border: 1px solid var(--border-color-primary);
+ background: color-mix(in srgb, var(--body-text-color) 3%, transparent);
+}
+.entry-call-title, .entry-result-title {
+ font-size: 11px; font-weight: 600; opacity: 0.8; margin-bottom: 6px;
+}
+.entry-raw-block { margin: 0 0 2px 0; }
+.entry-raw-summary { cursor: pointer; font-size: 12px; opacity: 0.8; }
+.entry-raw {
+ margin: 6px 0 0 0;
+ padding: 8px;
+ border-radius: 6px;
+ border: 1px solid var(--border-color-primary);
+ background: color-mix(in srgb, var(--body-text-color) 2%, transparent);
+ font-size: 12px;
+ white-space: pre-wrap;
+ word-break: break-word;
+}
+.ctx-bar { padding: 8px 12px; border-radius: 8px; border: 1px solid var(--border-color-primary); margin-bottom: 6px; }
+.ctx-info {
+ display: flex;
+ justify-content: space-between;
+ align-items: center;
+ gap: 8px;
+ font-size: 12px;
+ flex-wrap: wrap;
+}
+.ctx-source { font-weight: 600; }
+.ctx-stats { opacity: 0.65; }
+.ctx-track {
+ height: 4px;
+ border-radius: 4px;
+ background: var(--border-color-primary);
+ margin-top: 6px;
+ overflow: hidden;
+}
+.ctx-fill { height: 100%; border-radius: 4px; transition: width 0.3s; }
+.ctx-ok { color: #2ea043; } .ctx-fill.ctx-ok { background: #2ea043; }
+.ctx-moderate { color: #d29922; } .ctx-fill.ctx-moderate { background: #d29922; }
+.ctx-high { color: #f85149; } .ctx-fill.ctx-high { background: #f85149; }
+"""
+
+
+INPUT_HEAD_JS = """
+
+"""
diff --git a/src/endless_context/oceanbase.py b/src/endless_context/oceanbase.py
new file mode 100644
index 0000000..b9c3aa5
--- /dev/null
+++ b/src/endless_context/oceanbase.py
@@ -0,0 +1,51 @@
+"""OceanBase dialect registration and current-spec tape store provider."""
+
+from __future__ import annotations
+
+import pymysql
+import pyobvector # noqa: F401
+from bub import hookimpl
+from pyobvector.schema.dialect import OceanBaseDialect as _OceanBaseDialect
+from sqlalchemy.dialects import registry
+
+from endless_context.tape_store import cached_store
+
+
+def _is_savepoint_not_exist(exc: BaseException) -> bool:
+ if isinstance(exc, pymysql.err.OperationalError) and exc.args and exc.args[0] == 1305:
+ return True
+ orig = getattr(exc, "orig", None)
+ if orig is not None and orig is not exc:
+ return _is_savepoint_not_exist(orig)
+ return False
+
+
+class OceanBaseDialect(_OceanBaseDialect):
+ supports_statement_cache = True
+
+ def do_release_savepoint(self, connection, name: str) -> None:
+ try:
+ super().do_release_savepoint(connection, name)
+ except Exception as exc:
+ if not _is_savepoint_not_exist(exc):
+ raise
+
+ def do_rollback_to_savepoint(self, connection, name: str) -> None:
+ try:
+ super().do_rollback_to_savepoint(connection, name)
+ except Exception as exc:
+ if not _is_savepoint_not_exist(exc):
+ raise
+
+
+registry.register("mysql.oceanbase", "endless_context.oceanbase", "OceanBaseDialect")
+
+
+class _OceanBasePlugin:
+ @hookimpl(tryfirst=True)
+ def provide_tape_store(self):
+ return cached_store()
+
+
+def register(_framework: object) -> _OceanBasePlugin:
+ return _OceanBasePlugin()
diff --git a/src/endless_context/plugin.py b/src/endless_context/plugin.py
new file mode 100644
index 0000000..b35fad7
--- /dev/null
+++ b/src/endless_context/plugin.py
@@ -0,0 +1,74 @@
+from __future__ import annotations
+
+from typing import Any
+
+from bub import hookimpl
+from bub.channels import Channel
+from bub.envelope import field_of
+from bub.framework import BubFramework
+from bub.tools import resolve_tool_names
+from bub.types import MessageHandler
+
+from endless_context.agent import DEFAULT_SYSTEM_PROMPT, BubAgent
+from endless_context.channel import GradioChannel
+
+GRADIO_SYSTEM_PROMPT = (
+ "You are responding through Bub's native gradio channel. "
+ "A normal plain-text assistant reply will be delivered to the user automatically via Bub outbound routing. "
+ "Do not look for a separate channel skill, do not call quit, and do not stop the session "
+ "unless the user explicitly asks. "
+ "Use tools only when they are actually needed, then finish with a direct answer."
+)
+
+
+class EndlessContextPlugin:
+ def __init__(self, framework: BubFramework) -> None:
+ from bub.builtin import tools as _builtin_tools # noqa: F401
+
+ self._framework = framework
+ self._runtime_agent = BubAgent(framework)
+
+ @hookimpl
+ def provide_channels(self, message_handler: MessageHandler) -> list[Channel]:
+ return [GradioChannel(message_handler, self._framework)]
+
+ @hookimpl
+ def load_state(self, message: Any, session_id: str) -> dict[str, object]:
+ del session_id
+ state: dict[str, object] = {}
+ channel_name = field_of(message, "channel")
+ if channel_name is not None:
+ state["_channel_name"] = str(channel_name)
+
+ view_mode = field_of(message, "view_mode")
+ if isinstance(view_mode, str) and view_mode in {"full", "latest", "from-anchor"}:
+ state["_gradio_view_mode"] = view_mode
+
+ anchor_name = field_of(message, "anchor_name")
+ if isinstance(anchor_name, str) and anchor_name.strip():
+ state["_gradio_anchor_name"] = anchor_name.strip()
+
+ return state
+
+ @hookimpl(tryfirst=True)
+ async def run_model(self, prompt: str | list[dict], session_id: str, state: dict[str, object]):
+ if state.get("_channel_name") != "gradio":
+ return None
+ allowed_tools = resolve_tool_names(None, exclude={"quit"})
+ return await self._runtime_agent.run(
+ session_id=session_id,
+ prompt=prompt,
+ state=state,
+ allowed_tools=allowed_tools,
+ )
+
+ @hookimpl
+ def system_prompt(self, prompt: str | list[dict], state: dict[str, object]) -> str:
+ del prompt
+ if state.get("_channel_name") == "gradio":
+ return f"{DEFAULT_SYSTEM_PROMPT}\n\n{GRADIO_SYSTEM_PROMPT}"
+ return DEFAULT_SYSTEM_PROMPT
+
+
+def register(framework: BubFramework) -> EndlessContextPlugin:
+ return EndlessContextPlugin(framework)
diff --git a/src/endless_context/tape_store.py b/src/endless_context/tape_store.py
index ca319bb..686c608 100644
--- a/src/endless_context/tape_store.py
+++ b/src/endless_context/tape_store.py
@@ -1,401 +1,284 @@
from __future__ import annotations
-import asyncio
-import json
-import os
-import re
+import hashlib
import threading
-import uuid
-from dataclasses import dataclass
-from datetime import UTC, datetime
+from functools import lru_cache
from pathlib import Path
-from typing import Any
-import pyobvector # noqa: F401
-from bub.tape.store import TapeEntry
-from sqlalchemy import create_engine, text
-from sqlalchemy.dialects import registry
-from sqlalchemy.engine import URL
+from pydantic import Field, field_validator
+from pydantic_settings import BaseSettings, SettingsConfigDict
+from republic.tape import InMemoryQueryMixin, TapeEntry
+from sqlalchemy import URL, ForeignKey, Index, Integer, String, Text, create_engine, event, func, inspect
+from sqlalchemy.engine import Engine
+from sqlalchemy.engine.url import URL as SQLAlchemyURL
+from sqlalchemy.engine.url import make_url
+from sqlalchemy.exc import ArgumentError, IntegrityError
+from sqlalchemy.orm import DeclarativeBase, Mapped, Session, mapped_column, sessionmaker
+from sqlalchemy.sql import select, update
+from sqlalchemy.types import JSON, DateTime
-_IDENTIFIER_RE = re.compile(r"^[A-Za-z_][A-Za-z0-9_]*$")
-_FORK_SUFFIX_DELIMITER = "__"
+DEFAULT_BUB_HOME = Path.home() / ".bub"
-def _validate_identifier(value: str, field_name: str) -> str:
- if not _IDENTIFIER_RE.fullmatch(value):
- raise ValueError(f"Invalid {field_name}: {value!r}")
- return value
+def _default_url(bub_home: Path) -> str:
+ database_path = (bub_home.expanduser() / "tapes.db").resolve()
+ return str(URL.create("sqlite+pysqlite", database=str(database_path)))
-def _register_oceanbase_dialect() -> None:
- registry.register("mysql.oceanbase", "pyobvector.schema.dialect", "OceanBaseDialect")
+class TapeStoreSettings(BaseSettings):
+ model_config = SettingsConfigDict(
+ env_file=".env",
+ env_file_encoding="utf-8",
+ extra="ignore",
+ )
-
-def _safe_load_json(raw: str | None) -> dict[str, Any]:
- if not raw:
- return {}
- try:
- value = json.loads(raw)
- except json.JSONDecodeError:
- return {}
- if isinstance(value, dict):
- return value
- return {}
-
-
-def _to_json_safe(value: Any) -> Any:
- if value is None or isinstance(value, (str, int, float, bool)):
- return value
- if asyncio.iscoroutine(value):
- # Keep tape persistence robust even if an upstream tool returns a
- # coroutine object by mistake (should be awaited before persistence).
- value.close()
- return {"_type": "coroutine", "note": "unawaited_tool_result"}
- if isinstance(value, dict):
- return {str(key): _to_json_safe(item) for key, item in value.items()}
- if isinstance(value, (list, tuple, set)):
- return [_to_json_safe(item) for item in value]
- return str(value)
-
-
-@dataclass(frozen=True)
-class SeekDBConfig:
- host: str
- port: int
- user: str
- password: str
- database: str
- table_name: str
+ bub_home: Path = Field(default=DEFAULT_BUB_HOME, validation_alias="BUB_HOME")
+ url: str | None = Field(default=None, validation_alias="BUB_TAPESTORE_SQLALCHEMY_URL")
+ echo: bool = Field(default=False, validation_alias="BUB_TAPESTORE_SQLALCHEMY_ECHO")
@classmethod
- def from_env(cls) -> SeekDBConfig:
- return cls(
- host=os.getenv("OCEANBASE_HOST", "127.0.0.1"),
- port=int(os.getenv("OCEANBASE_PORT", "2881")),
- user=os.getenv("OCEANBASE_USER", "root"),
- password=os.getenv("OCEANBASE_PASSWORD", ""),
- database=_validate_identifier(os.getenv("OCEANBASE_DATABASE", "bub"), "database name"),
- table_name=_validate_identifier(os.getenv("BUB_TAPE_TABLE", "bub_tape_entries"), "table name"),
- )
-
-
-class SeekDBTapeStore:
- """SeekDB-backed tape store compatible with Bub's FileTapeStore protocol."""
-
- def __init__(self, config: SeekDBConfig) -> None:
- self._config = config
- self._lock = threading.Lock()
- self._fork_start_ids: dict[str, int] = {}
- _register_oceanbase_dialect()
- self._ensure_database()
- self._engine = create_engine(self._build_url(config.database), pool_pre_ping=True, future=True)
- self._ensure_table()
+ def from_env(cls) -> TapeStoreSettings:
+ return cls()
+ @field_validator("bub_home", mode="before")
@classmethod
- def from_env(cls) -> SeekDBTapeStore:
- return cls(SeekDBConfig.from_env())
+ def _normalize_bub_home(cls, value: object) -> Path:
+ if isinstance(value, Path):
+ return value.expanduser()
+ return Path(str(value)).expanduser()
+
+ @property
+ def resolved_url(self) -> str:
+ if self.url is None or not self.url.strip():
+ return _default_url(self.bub_home)
+ return self.url.strip()
+
+
+class Base(DeclarativeBase):
+ pass
+
+
+class TapeRecord(Base):
+ __tablename__ = "tapes"
+ __table_args__ = (Index("uq_tapes_name_key", "name_key", unique=True),)
+
+ id: Mapped[int] = mapped_column(Integer, primary_key=True)
+ name: Mapped[str] = mapped_column(Text, nullable=False, unique=True)
+ name_key: Mapped[str] = mapped_column(String(64), unique=True, nullable=False)
+ last_entry_id: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
+ created_at: Mapped[object] = mapped_column(
+ DateTime(timezone=True),
+ nullable=False,
+ server_default=func.now(),
+ )
+
+
+class TapeEntryRecord(Base):
+ __tablename__ = "tape_entries"
+ __table_args__ = (
+ Index("idx_tape_entries_kind", "tape_id", "kind", "entry_id"),
+ Index("idx_tape_entries_anchor_name_key", "tape_id", "anchor_name_key", "entry_id"),
+ )
+
+ tape_id: Mapped[int] = mapped_column(ForeignKey("tapes.id", ondelete="CASCADE"), primary_key=True)
+ entry_id: Mapped[int] = mapped_column(Integer, primary_key=True)
+ kind: Mapped[str] = mapped_column(String(64), nullable=False)
+ anchor_name: Mapped[str | None] = mapped_column(Text, nullable=True)
+ anchor_name_key: Mapped[str | None] = mapped_column(String(64), nullable=True)
+ payload: Mapped[dict[str, object]] = mapped_column(JSON, nullable=False)
+ meta: Mapped[dict[str, object]] = mapped_column(JSON, nullable=False)
+ entry_date: Mapped[str] = mapped_column(String(64), nullable=False)
+ created_at: Mapped[object] = mapped_column(
+ DateTime(timezone=True),
+ nullable=False,
+ server_default=func.now(),
+ )
+
+
+class SQLAlchemyTapeStore(InMemoryQueryMixin):
+ def __init__(self, url: str, *, echo: bool = False) -> None:
+ self._url = self._normalize_url(url)
+ self._echo = echo
+ self._write_lock = threading.RLock()
+ self._engine = create_engine(
+ self._url,
+ echo=echo,
+ future=True,
+ pool_pre_ping=True,
+ connect_args=self._connect_args(self._url),
+ )
+ self._configure_engine(self._engine)
+ self._session_factory = sessionmaker(self._engine, expire_on_commit=False, class_=Session)
+ Base.metadata.create_all(self._engine)
+ self._validate_schema()
def list_tapes(self) -> list[str]:
- sql = text(
- f"""
- SELECT DISTINCT tape_name
- FROM `{self._config.table_name}`
- WHERE tape_name NOT LIKE :fork_pattern
- AND tape_name NOT LIKE :archive_pattern
- ORDER BY tape_name ASC
- """
- )
- with self._engine.connect() as conn:
- rows = conn.execute(
- sql,
- {
- "fork_pattern": f"%{_FORK_SUFFIX_DELIMITER}%",
- "archive_pattern": "%::archived::%",
- },
- ).fetchall()
- return [str(row[0]) for row in rows]
-
- def fork(self, source: str) -> str:
- fork_suffix = uuid.uuid4().hex[:8]
- fork_name = f"{source}{_FORK_SUFFIX_DELIMITER}{fork_suffix}"
- with self._lock:
- with self._engine.begin() as conn:
- rows = conn.execute(
- text(
- f"""
- SELECT entry_id, kind, payload_json, meta_json
- FROM `{self._config.table_name}`
- WHERE tape_name = :source
- ORDER BY entry_id ASC
- """
- ),
- {"source": source},
- ).fetchall()
- if rows:
- conn.execute(
- text(
- f"""
- INSERT INTO `{self._config.table_name}`
- (tape_name, entry_id, kind, payload_json, meta_json)
- VALUES
- (:tape_name, :entry_id, :kind, :payload_json, :meta_json)
- """
- ),
- [
- {
- "tape_name": fork_name,
- "entry_id": int(row[0]),
- "kind": str(row[1]),
- "payload_json": str(row[2]),
- "meta_json": str(row[3]),
- }
- for row in rows
- ],
- )
- start_id = int(rows[-1][0]) + 1 if rows else 1
- self._fork_start_ids[fork_name] = start_id
- return fork_name
-
- def merge(self, source: str, target: str) -> None:
- with self._lock:
- with self._engine.begin() as conn:
- start_id = self._fork_start_ids.get(source, 1)
- source_rows = conn.execute(
- text(
- f"""
- SELECT kind, payload_json, meta_json
- FROM `{self._config.table_name}`
- WHERE tape_name = :source
- AND entry_id >= :start_id
- ORDER BY entry_id ASC
- """
- ),
- {"source": source, "start_id": start_id},
- ).fetchall()
- if source_rows:
- target_next_id = int(
- conn.execute(
- text(
- f"""
- SELECT COALESCE(MAX(entry_id), 0) + 1
- FROM `{self._config.table_name}`
- WHERE tape_name = :target
- """
- ),
- {"target": target},
- ).scalar_one()
- )
- payloads = []
- for offset, row in enumerate(source_rows):
- payloads.append(
- {
- "tape_name": target,
- "entry_id": target_next_id + offset,
- "kind": str(row[0]),
- "payload_json": str(row[1]),
- "meta_json": str(row[2]),
- }
- )
- conn.execute(
- text(
- f"""
- INSERT INTO `{self._config.table_name}`
- (tape_name, entry_id, kind, payload_json, meta_json)
- VALUES
- (:tape_name, :entry_id, :kind, :payload_json, :meta_json)
- """
- ),
- payloads,
- )
- conn.execute(
- text(f"DELETE FROM `{self._config.table_name}` WHERE tape_name = :source"),
- {"source": source},
- )
- self._fork_start_ids.pop(source, None)
+ with self._session_factory() as session:
+ return list(session.scalars(select(TapeRecord.name).order_by(TapeRecord.name)).all())
def reset(self, tape: str) -> None:
- with self._lock:
- with self._engine.begin() as conn:
- conn.execute(
- text(f"DELETE FROM `{self._config.table_name}` WHERE tape_name = :tape"),
- {"tape": tape},
- )
- self._fork_start_ids.pop(tape, None)
+ with self._write_lock:
+ with self._session_factory.begin() as session:
+ tape_record = self._find_tape_record(session, tape)
+ if tape_record is not None:
+ session.delete(tape_record)
def read(self, tape: str) -> list[TapeEntry] | None:
- sql = text(
- f"""
- SELECT entry_id, kind, payload_json, meta_json, created_at
- FROM `{self._config.table_name}`
- WHERE tape_name = :tape
- ORDER BY entry_id ASC
- """
- )
- with self._engine.connect() as conn:
- rows = conn.execute(sql, {"tape": tape}).fetchall()
-
- if not rows:
- return None
-
- entries: list[TapeEntry] = []
- for row in rows:
- payload = _safe_load_json(row[2])
- meta = _safe_load_json(row[3])
- created_at = row[4]
- if created_at is not None:
- meta.setdefault("created_at", created_at.isoformat())
- entry = self.entry_from_payload(
- {
- "id": int(row[0]),
- "kind": str(row[1]),
- "payload": payload,
- "meta": meta,
- }
+ with self._session_factory() as session:
+ tape_record = self._find_tape_record(session, tape)
+ if tape_record is None:
+ return None
+ statement = (
+ select(TapeEntryRecord)
+ .where(TapeEntryRecord.tape_id == tape_record.id)
+ .order_by(TapeEntryRecord.entry_id)
)
- if entry is not None:
- entries.append(entry)
- return entries
+ records = session.scalars(statement).all()
+ return [self._entry_from_record(record) for record in records]
def append(self, tape: str, entry: TapeEntry) -> None:
- raw_kind = str(getattr(entry, "kind", "event"))
- raw_payload = dict(getattr(entry, "payload", {}))
- raw_meta = dict(getattr(entry, "meta", {}))
-
- with self._lock:
- with self._engine.begin() as conn:
- next_id = int(
- conn.execute(
- text(
- f"""
- SELECT COALESCE(MAX(entry_id), 0) + 1
- FROM `{self._config.table_name}`
- WHERE tape_name = :tape
- """
- ),
- {"tape": tape},
- ).scalar_one()
- )
- stored = TapeEntry(next_id, raw_kind, raw_payload, raw_meta)
- payload_doc = self.entry_to_payload(stored)
- payload_json = json.dumps(
- _to_json_safe(payload_doc["payload"]), ensure_ascii=False, separators=(",", ":")
- )
- meta_json = json.dumps(_to_json_safe(payload_doc["meta"]), ensure_ascii=False, separators=(",", ":"))
- conn.execute(
- text(
- f"""
- INSERT INTO `{self._config.table_name}`
- (tape_name, entry_id, kind, payload_json, meta_json)
- VALUES
- (:tape_name, :entry_id, :kind, :payload_json, :meta_json)
- """
- ),
- {
- "tape_name": tape,
- "entry_id": int(payload_doc["id"]),
- "kind": str(payload_doc["kind"]),
- "payload_json": payload_json,
- "meta_json": meta_json,
- },
+ with self._write_lock:
+ with self._session_factory.begin() as session:
+ tape_record = self._load_or_create_tape(session, tape)
+ next_entry_id = self._next_entry_id(session, tape_record)
+ anchor_name = self._anchor_name_of(entry)
+ session.add(
+ TapeEntryRecord(
+ tape_id=tape_record.id,
+ entry_id=next_entry_id,
+ kind=entry.kind,
+ anchor_name=anchor_name,
+ anchor_name_key=self._key_for(anchor_name) if anchor_name else None,
+ payload=dict(entry.payload),
+ meta=dict(entry.meta),
+ entry_date=entry.date,
+ )
)
@staticmethod
- def entry_to_payload(entry: TapeEntry) -> dict[str, object]:
- return {
- "id": int(getattr(entry, "id", 0)),
- "kind": str(getattr(entry, "kind", "event")),
- "payload": dict(getattr(entry, "payload", {})),
- "meta": dict(getattr(entry, "meta", {})),
+ def _normalize_url(url: str) -> SQLAlchemyURL:
+ try:
+ return make_url(url)
+ except ArgumentError as exc:
+ raise ValueError(f"Invalid SQLAlchemy URL: {url}") from exc
+
+ @staticmethod
+ def _connect_args(url: SQLAlchemyURL) -> dict[str, object]:
+ if url.get_backend_name() == "sqlite":
+ return {"check_same_thread": False, "timeout": 30}
+ return {}
+
+ @staticmethod
+ def _configure_engine(engine: Engine) -> None:
+ if engine.url.get_backend_name() != "sqlite":
+ return
+
+ @event.listens_for(engine, "connect")
+ def _enable_sqlite_foreign_keys(dbapi_connection, connection_record) -> None:
+ del connection_record
+ cursor = dbapi_connection.cursor()
+ cursor.execute("PRAGMA foreign_keys = ON")
+ cursor.execute("PRAGMA busy_timeout = 30000")
+ cursor.close()
+
+ def _validate_schema(self) -> None:
+ inspector = inspect(self._engine)
+ table_names = set(inspector.get_table_names())
+ if "tapes" not in table_names or "tape_entries" not in table_names:
+ raise RuntimeError("SQLAlchemy tape store schema is incomplete.")
+ tape_columns = {column["name"] for column in inspector.get_columns("tapes")}
+ entry_columns = {column["name"] for column in inspector.get_columns("tape_entries")}
+ required_tape_columns = {"id", "name", "name_key", "last_entry_id", "created_at"}
+ required_entry_columns = {
+ "tape_id",
+ "entry_id",
+ "kind",
+ "anchor_name",
+ "anchor_name_key",
+ "payload",
+ "meta",
+ "entry_date",
+ "created_at",
}
+ if not required_tape_columns.issubset(tape_columns):
+ raise RuntimeError("Existing tapes table uses an incompatible schema.")
+ if not required_entry_columns.issubset(entry_columns):
+ raise RuntimeError("Existing tape_entries table uses an incompatible schema.")
@staticmethod
- def entry_from_payload(payload: object) -> TapeEntry | None:
- if not isinstance(payload, dict):
- return None
- entry_id = payload.get("id")
- kind = payload.get("kind")
- entry_payload = payload.get("payload")
- meta = payload.get("meta")
- if not isinstance(entry_id, int):
+ def _anchor_name_of(entry: TapeEntry) -> str | None:
+ if entry.kind != "anchor":
return None
- if not isinstance(kind, str):
- return None
- if not isinstance(entry_payload, dict):
- return None
- if not isinstance(meta, dict):
- meta = {}
- return TapeEntry(entry_id, kind, dict(entry_payload), dict(meta))
-
- def archive(self, tape: str) -> Path | None:
- with self._lock:
- with self._engine.begin() as conn:
- count = int(
- conn.execute(
- text(
- f"""
- SELECT COUNT(*)
- FROM `{self._config.table_name}`
- WHERE tape_name = :tape
- """
- ),
- {"tape": tape},
- ).scalar_one()
- )
- if count == 0:
- return None
- stamp = datetime.now(UTC).strftime("%Y%m%dT%H%M%SZ")
- archived_name = f"{tape}::archived::{stamp}"
- conn.execute(
- text(
- f"""
- UPDATE `{self._config.table_name}`
- SET tape_name = :archived
- WHERE tape_name = :tape
- """
- ),
- {"archived": archived_name, "tape": tape},
- )
- self._fork_start_ids.pop(tape, None)
- return Path("/seekdb/archive") / archived_name
+ name = entry.payload.get("name")
+ if isinstance(name, str) and name:
+ return name
+ return None
- def _ensure_database(self) -> None:
- admin_engine = create_engine(self._build_url(database=None), pool_pre_ping=True, future=True)
- try:
- with admin_engine.begin() as conn:
- conn.execute(
- text(f"CREATE DATABASE IF NOT EXISTS `{self._config.database}` DEFAULT CHARACTER SET utf8mb4")
- )
- finally:
- admin_engine.dispose()
-
- def _ensure_table(self) -> None:
- create_sql = f"""
- CREATE TABLE IF NOT EXISTS `{self._config.table_name}` (
- id BIGINT NOT NULL AUTO_INCREMENT,
- tape_name VARCHAR(255) NOT NULL,
- entry_id BIGINT NOT NULL,
- kind VARCHAR(64) NOT NULL,
- payload_json LONGTEXT NOT NULL,
- meta_json LONGTEXT NOT NULL,
- created_at TIMESTAMP(6) NOT NULL DEFAULT CURRENT_TIMESTAMP(6),
- PRIMARY KEY (id),
- UNIQUE KEY uniq_tape_entry (tape_name, entry_id),
- KEY idx_tape_name_created (tape_name, created_at)
- ) DEFAULT CHARSET = utf8mb4
- """
- with self._engine.begin() as conn:
- conn.execute(text(create_sql))
-
- def _build_url(self, database: str | None) -> URL:
- return URL.create(
- drivername="mysql+oceanbase",
- username=self._config.user,
- password=self._config.password or None,
- host=self._config.host,
- port=self._config.port,
- database=database,
- query={"charset": "utf8mb4"},
+ @staticmethod
+ def _entry_from_record(record: TapeEntryRecord) -> TapeEntry:
+ payload = record.payload if isinstance(record.payload, dict) else {}
+ meta = record.meta if isinstance(record.meta, dict) else {}
+ return TapeEntry(
+ id=record.entry_id,
+ kind=record.kind,
+ payload=dict(payload),
+ meta=dict(meta),
+ date=record.entry_date,
)
- def dispose(self) -> None:
- self._engine.dispose()
+ @staticmethod
+ def _key_for(value: str) -> str:
+ return hashlib.sha256(value.encode("utf-8")).hexdigest()
+
+ @classmethod
+ def _load_or_create_tape(cls, session: Session, tape: str) -> TapeRecord:
+ tape_record = cls._find_tape_record(session, tape, for_update=True)
+ if tape_record is not None:
+ return tape_record
+ try:
+ with session.begin_nested():
+ tape_record = TapeRecord(name=tape, name_key=cls._key_for(tape), last_entry_id=0)
+ session.add(tape_record)
+ session.flush()
+ except IntegrityError:
+ pass
+ tape_record = cls._find_tape_record(session, tape, for_update=True)
+ if tape_record is None:
+ raise RuntimeError(f"Failed to load tape record for '{tape}'.")
+ return tape_record
+
+ @classmethod
+ def _find_tape_record(cls, session: Session, tape: str, *, for_update: bool = False) -> TapeRecord | None:
+ statement = select(TapeRecord).where(TapeRecord.name_key == cls._key_for(tape), TapeRecord.name == tape)
+ if for_update:
+ statement = statement.with_for_update()
+ return session.scalar(statement)
+
+ @classmethod
+ def _next_entry_id(cls, session: Session, tape_record: TapeRecord) -> int:
+ current_entry_id = tape_record.last_entry_id
+ while True:
+ next_entry_id = current_entry_id + 1
+ result = session.execute(
+ update(TapeRecord)
+ .where(TapeRecord.id == tape_record.id, TapeRecord.last_entry_id == current_entry_id)
+ .values(last_entry_id=next_entry_id)
+ )
+ if result.rowcount == 1:
+ tape_record.last_entry_id = next_entry_id
+ return next_entry_id
+ current_entry_id = session.scalar(
+ select(TapeRecord.last_entry_id).where(TapeRecord.id == tape_record.id).with_for_update()
+ )
+ if current_entry_id is None:
+ raise RuntimeError(f"Failed to allocate entry id for tape '{tape_record.name}'.")
+
+
+def _build_store() -> SQLAlchemyTapeStore:
+ settings = TapeStoreSettings.from_env()
+ return SQLAlchemyTapeStore(url=settings.resolved_url, echo=settings.echo)
+
+
+@lru_cache(maxsize=1)
+def cached_store() -> SQLAlchemyTapeStore:
+ return _build_store()
diff --git a/tests/test_agent.py b/tests/test_agent.py
index 880afbe..a8ae5af 100644
--- a/tests/test_agent.py
+++ b/tests/test_agent.py
@@ -1,23 +1,14 @@
from __future__ import annotations
from dataclasses import dataclass
+from pathlib import Path
+from types import SimpleNamespace
from typing import Any
-from endless_context.agent import BubAgent, estimate_tokens
-
-
-@dataclass
-class _LoopResult:
- immediate_output: str
- assistant_output: str
- exit_requested: bool
- steps: int
- error: str | None = None
+from bub.framework import BubFramework
-
-@dataclass
-class _TapeRef:
- name: str
+from endless_context.agent import BubAgent, estimate_tokens
+from endless_context.tape_store import cached_store
@dataclass
@@ -26,109 +17,95 @@ class _Entry:
kind: str
payload: dict[str, Any]
meta: dict[str, Any]
+ date: str = "2026-02-10T00:00:00Z"
-class _FakeTapeService:
- def __init__(self, name: str, entries: list[_Entry] | None = None) -> None:
- self.tape = _TapeRef(name=name)
- self.entries: list[_Entry] = list(entries or [])
- self.events: list[tuple[str, dict[str, Any]]] = []
- self.reset_calls: list[bool] = []
+class _FakeTape:
+ def __init__(self, name: str, entries: list[_Entry]) -> None:
+ self.name = name
+ self._entries = entries
- def read_entries(self) -> list[_Entry]:
- return list(self.entries)
+ @property
+ def query_async(self):
+ entries = self._entries
- def ensure_bootstrap_anchor(self) -> None:
- has_anchor = any(item.kind == "anchor" for item in self.entries)
- if has_anchor:
- return
- self.handoff("session/start", state={"owner": "human"})
-
- def handoff(self, name: str, state: dict[str, Any] | None = None) -> list[_Entry]:
- anchor = _Entry(
- id=len(self.entries) + 1,
- kind="anchor",
- payload={"name": name, "state": state or {}},
- meta={},
- )
- self.entries.append(anchor)
- return [anchor]
-
- def append_event(self, name: str, data: dict[str, Any]) -> None:
- self.events.append((name, dict(data)))
- self.entries.append(
- _Entry(
- id=len(self.entries) + 1,
- kind="event",
- payload={"name": name, "data": dict(data)},
- meta={},
- )
- )
+ class _Query:
+ def __init__(self, selected_entries: list[_Entry]) -> None:
+ self._selected_entries = list(selected_entries)
- def reset(self, archive: bool = False) -> str:
- self.reset_calls.append(archive)
- self.entries.clear()
- self.handoff("session/start", state={"owner": "human"})
- return "ok"
+ def last_anchor(inner_self): # noqa: ANN001
+ last_anchor_id = 0
+ for item in inner_self._selected_entries:
+ if item.kind == "anchor":
+ last_anchor_id = item.id
+ if last_anchor_id == 0:
+ return _Query([])
+ return _Query([item for item in inner_self._selected_entries if item.id > last_anchor_id])
+
+ def after_anchor(inner_self, name: str): # noqa: ANN001
+ anchor_id = 0
+ for item in inner_self._selected_entries:
+ if item.kind == "anchor" and item.payload.get("name") == name:
+ anchor_id = item.id
+ if anchor_id == 0:
+ return _Query([])
+ return _Query([item for item in inner_self._selected_entries if item.id > anchor_id])
+ async def all(inner_self): # noqa: ANN001
+ return list(inner_self._selected_entries)
-class _FakeSession:
- def __init__(self, tape: _FakeTapeService) -> None:
- self.tape = tape
+ return _Query(entries)
-class _FakeRuntime:
- def __init__(self, session: _FakeSession) -> None:
- self._session = session
- self.settings = _Settings()
- self.handle_input_calls: list[tuple[str, str]] = []
- self.reset_calls: list[str] = []
- self.next_result = _LoopResult("", "ok", False, 1)
+class _FakeTapeService:
+ def __init__(self, entries: list[_Entry] | None = None) -> None:
+ self.entries = list(entries or [])
+ self.events: list[tuple[str, dict[str, Any]]] = []
+ self.handoff_calls: list[tuple[str, dict[str, Any] | None]] = []
+ self.reset_calls: list[tuple[str, bool]] = []
- def get_session(self, session_id: str) -> _FakeSession:
- self._last_session_id = session_id
- return self._session
+ def session_tape(self, session_id: str, workspace) -> _FakeTape: # noqa: ANN001
+ return _FakeTape(f"tape:{session_id}", self.entries)
- async def handle_input(self, session_id: str, text: str) -> _LoopResult:
- self.handle_input_calls.append((session_id, text))
- self._session.tape.entries.append(
- _Entry(
- id=len(self._session.tape.entries) + 1,
- kind="message",
- payload={"role": "user", "content": text},
- meta={},
- )
- )
- if self.next_result.assistant_output:
- self._session.tape.entries.append(
- _Entry(
- id=len(self._session.tape.entries) + 1,
- kind="message",
- payload={"role": "assistant", "content": self.next_result.assistant_output},
- meta={},
- )
+ async def ensure_bootstrap_anchor(self, tape_name: str) -> None:
+ has_anchor = any(item.kind == "anchor" for item in self.entries)
+ if not has_anchor:
+ self.entries.append(
+ _Entry(len(self.entries) + 1, "anchor", {"name": "session/start", "state": {"owner": "human"}}, {})
)
- return self.next_result
- def reset_session_context(self, session_id: str) -> None:
- self.reset_calls.append(session_id)
+ async def append_event(self, tape_name: str, name: str, payload: dict[str, Any]) -> None:
+ self.events.append((name, payload))
+
+ async def handoff(self, tape_name: str, *, name: str, state: dict[str, Any] | None = None):
+ self.handoff_calls.append((name, state))
+ self.entries.append(_Entry(len(self.entries) + 1, "anchor", {"name": name, "state": state or {}}, {}))
+ return []
+ async def reset(self, tape_name: str, archive: bool = False) -> str:
+ self.reset_calls.append((tape_name, archive))
+ self.entries.clear()
+ return "ok"
-class _Settings:
- def model_copy(self, update: dict[str, object]) -> _Settings:
- self.last_update = update
- return self
+class _FakeRuntimeAgent:
+ def __init__(self, tape_service: _FakeTapeService) -> None:
+ self.tapes = tape_service
-def _build_agent(entries: list[_Entry] | None = None) -> tuple[BubAgent, _FakeRuntime, _FakeTapeService]:
- tape = _FakeTapeService(name="endless-context:default", entries=entries)
- runtime = _FakeRuntime(_FakeSession(tape))
- agent = BubAgent(runtime=runtime)
- return agent, runtime, tape
+
+def _build_agent(
+ entries: list[_Entry] | None = None,
+) -> tuple[BubAgent, _FakeTapeService]:
+ tape_service = _FakeTapeService(entries)
+ agent = BubAgent.__new__(BubAgent)
+ agent._framework = SimpleNamespace(workspace=".", get_tape_store=lambda: None)
+ agent._runtime_agent = _FakeRuntimeAgent(tape_service)
+ agent._workspace = "."
+ return agent, tape_service
def test_snapshot_latest_uses_last_anchor() -> None:
- agent, _, _ = _build_agent(
+ agent, _ = _build_agent(
[
_Entry(1, "message", {"role": "user", "content": "a"}, {}),
_Entry(2, "anchor", {"name": "handoff:first", "state": {"phase": "First"}}, {}),
@@ -138,41 +115,49 @@ def test_snapshot_latest_uses_last_anchor() -> None:
]
)
- snapshot = agent.snapshot(view_mode="latest")
+ snapshot = agent.snapshot("gradio:test", view_mode="latest")
assert snapshot.active_anchor is not None
assert snapshot.active_anchor.name == "handoff:second"
assert [entry.id for entry in snapshot.context_entries] == [5]
-def test_reply_returns_assistant_output_and_records_context_event() -> None:
- agent, runtime, tape = _build_agent(
+def test_snapshot_from_missing_anchor_uses_latest_anchor() -> None:
+ agent, _ = _build_agent(
[
- _Entry(1, "anchor", {"name": "handoff:phase-a", "state": {"phase": "Phase A"}}, {}),
- _Entry(2, "message", {"role": "assistant", "content": "seed"}, {}),
+ _Entry(1, "message", {"role": "user", "content": "a"}, {}),
+ _Entry(2, "anchor", {"name": "handoff:one", "state": {"phase": "One"}}, {}),
+ _Entry(3, "message", {"role": "assistant", "content": "b"}, {}),
]
)
- reply = agent.reply("hello", view_mode="from-anchor", anchor_name="handoff:phase-a")
+ snapshot = agent.snapshot("gradio:test", view_mode="from-anchor", anchor_name="handoff:not-found")
- assert reply == "ok"
- assert runtime.handle_input_calls[-1][1] == "hello"
- assert any(name == "gradio.context_selection" for name, _ in tape.events)
+ assert snapshot.active_anchor is not None
+ assert snapshot.active_anchor.name == "handoff:one"
+ assert [entry.id for entry in snapshot.context_entries] == [3]
-def test_reply_returns_error_prefix_when_runtime_failed() -> None:
- agent, runtime, _ = _build_agent()
- runtime.next_result = _LoopResult("", "", False, 1, error="upstream unavailable")
+def test_snapshot_from_anchor_without_any_anchor_keeps_existing_history() -> None:
+ agent, tape_service = _build_agent(
+ [
+ _Entry(1, "message", {"role": "user", "content": "a"}, {}),
+ ]
+ )
- reply = agent.reply("hello")
+ snapshot = agent.snapshot("gradio:test", view_mode="from-anchor", anchor_name="handoff:not-found")
- assert reply == "Error: upstream unavailable"
+ assert snapshot.active_anchor is None
+ assert [entry.id for entry in snapshot.context_entries] == [1]
+ assert snapshot.messages == [{"role": "user", "content": "a"}]
+ assert not any(entry.kind == "anchor" for entry in tape_service.entries)
def test_handoff_normalizes_name_and_appends() -> None:
- agent, _, tape = _build_agent()
+ agent, tape_service = _build_agent()
anchor_name = agent.handoff(
+ "gradio:test",
"Implementation Details",
phase="Implementation",
summary="Checkpoint",
@@ -180,53 +165,29 @@ def test_handoff_normalizes_name_and_appends() -> None:
)
assert anchor_name == "handoff:implementation-details"
- anchors = [entry for entry in tape.entries if entry.kind == "anchor"]
- assert len(anchors) == 1
- assert anchors[0].payload["name"] == "handoff:implementation-details"
- assert anchors[0].payload["state"]["facts"] == ["A", "B"]
+ assert tape_service.handoff_calls[-1][0] == "handoff:implementation-details"
-def test_snapshot_from_missing_anchor_uses_latest_anchor() -> None:
- agent, _, _ = _build_agent(
- [
- _Entry(1, "message", {"role": "user", "content": "a"}, {}),
- _Entry(2, "anchor", {"name": "handoff:one", "state": {"phase": "One"}}, {}),
- _Entry(3, "message", {"role": "assistant", "content": "b"}, {}),
- ]
- )
+def test_append_context_selection_event_records_payload() -> None:
+ agent, tape_service = _build_agent()
- snapshot = agent.snapshot(view_mode="from-anchor", anchor_name="handoff:not-found")
-
- assert snapshot.active_anchor is not None
- assert snapshot.active_anchor.name == "handoff:one"
- assert [entry.id for entry in snapshot.context_entries] == [3]
-
-
-def test_snapshot_from_anchor_without_any_anchor_creates_bootstrap_anchor() -> None:
- agent, _, tape = _build_agent(
- [
- _Entry(1, "message", {"role": "user", "content": "a"}, {}),
- ]
+ agent.append_context_selection_event(
+ "gradio:test",
+ view_mode="latest",
+ anchor_name="handoff:phase-1",
+ context_entry_count=2,
+ estimated_tokens=123,
)
- snapshot = agent.snapshot(view_mode="from-anchor", anchor_name="handoff:not-found")
-
- assert snapshot.active_anchor is not None
- assert snapshot.active_anchor.name == "session/start"
- assert any(entry.kind == "anchor" for entry in tape.entries)
+ assert tape_service.events[-1][0] == "gradio.context_selection"
-def test_reset_archives_and_resets_runtime_context() -> None:
- agent, runtime, tape = _build_agent(
- [
- _Entry(1, "message", {"role": "user", "content": "a"}, {}),
- ]
- )
+def test_reset_archives_tape() -> None:
+ agent, tape_service = _build_agent()
- agent.reset()
+ agent.reset("gradio:test")
- assert tape.reset_calls == [True]
- assert runtime.reset_calls == ["endless-context:default"]
+ assert tape_service.reset_calls == [("tape:gradio:test", True)]
def test_estimate_tokens_prefers_usage_event() -> None:
@@ -238,16 +199,172 @@ def test_estimate_tokens_prefers_usage_event() -> None:
{
"name": "run",
"data": {
- "status": "ok",
"usage": {
- "input_tokens": 123,
- "output_tokens": 45,
- "total_tokens": 168,
- },
+ "total_tokens": 321,
+ }
},
},
{},
),
]
- assert estimate_tokens(entries) == 123
+ assert estimate_tokens(entries) == 321
+
+
+def test_snapshot_messages_strip_gradio_context_prefix() -> None:
+ agent, _ = _build_agent(
+ [
+ _Entry(1, "anchor", {"name": "session/start", "state": {"owner": "human"}}, {}),
+ _Entry(
+ 2,
+ "message",
+ {
+ "role": "user",
+ "content": (
+ "surface=gradio|channel=$gradio|chat_id=abc\n---Date: 2026-04-13T08:20:23Z---\nhello again"
+ ),
+ },
+ {"run_id": "r1"},
+ ),
+ _Entry(3, "message", {"role": "assistant", "content": "Hello!"}, {"run_id": "r1"}),
+ ],
+ )
+
+ snapshot = agent.snapshot("gradio:test", view_mode="latest")
+
+ assert snapshot.messages == [
+ {"role": "user", "content": "hello again"},
+ {"role": "assistant", "content": "Hello!"},
+ ]
+
+
+def test_snapshot_messages_keep_user_message_for_multi_step_run() -> None:
+ agent, _ = _build_agent(
+ [
+ _Entry(1, "event", {"name": "loop.step.start", "data": {"step": 1}}, {}),
+ _Entry(2, "event", {"name": "loop.step.start", "data": {"step": 2}}, {}),
+ _Entry(3, "system", {"content": "system"}, {"run_id": "r1"}),
+ _Entry(4, "message", {"role": "user", "content": "hello"}, {"run_id": "r1"}),
+ _Entry(5, "message", {"role": "assistant", "content": "done"}, {"run_id": "r1"}),
+ ],
+ )
+
+ snapshot = agent.snapshot("gradio:test", view_mode="latest")
+
+ assert snapshot.active_anchor is None
+ assert snapshot.messages == [
+ {"role": "user", "content": "hello"},
+ {"role": "assistant", "content": "done"},
+ ]
+
+
+def test_snapshot_latest_messages_follow_latest_anchor() -> None:
+ agent, _ = _build_agent(
+ [
+ _Entry(1, "anchor", {"name": "session/start", "state": {"owner": "human"}}, {}),
+ _Entry(2, "message", {"role": "user", "content": "first question"}, {}),
+ _Entry(3, "message", {"role": "assistant", "content": "first answer"}, {}),
+ _Entry(4, "anchor", {"name": "handoff:impl", "state": {"phase": "Implementation"}}, {}),
+ _Entry(5, "message", {"role": "user", "content": "second question"}, {}),
+ _Entry(6, "message", {"role": "assistant", "content": "second answer"}, {}),
+ ]
+ )
+
+ snapshot = agent.snapshot("gradio:test", view_mode="latest")
+
+ assert snapshot.messages == [
+ {"role": "user", "content": "second question"},
+ {"role": "assistant", "content": "second answer"},
+ ]
+
+
+def test_snapshot_from_anchor_messages_follow_selected_anchor() -> None:
+ agent, _ = _build_agent(
+ [
+ _Entry(1, "anchor", {"name": "session/start", "state": {"owner": "human"}}, {}),
+ _Entry(2, "message", {"role": "user", "content": "first question"}, {}),
+ _Entry(3, "message", {"role": "assistant", "content": "first answer"}, {}),
+ _Entry(4, "anchor", {"name": "handoff:impl", "state": {"phase": "Implementation"}}, {}),
+ _Entry(5, "message", {"role": "user", "content": "second question"}, {}),
+ _Entry(6, "message", {"role": "assistant", "content": "second answer"}, {}),
+ _Entry(7, "anchor", {"name": "handoff:qa", "state": {"phase": "QA"}}, {}),
+ _Entry(8, "message", {"role": "user", "content": "third question"}, {}),
+ _Entry(9, "message", {"role": "assistant", "content": "third answer"}, {}),
+ ]
+ )
+
+ snapshot = agent.snapshot("gradio:test", view_mode="from-anchor", anchor_name="handoff:impl")
+
+ assert snapshot.active_anchor is not None
+ assert snapshot.active_anchor.name == "handoff:impl"
+ assert snapshot.messages == [
+ {"role": "user", "content": "second question"},
+ {"role": "assistant", "content": "second answer"},
+ {"role": "user", "content": "third question"},
+ {"role": "assistant", "content": "third answer"},
+ ]
+
+
+def test_handoff_moves_latest_messages_to_new_anchor_boundary() -> None:
+ agent, _ = _build_agent(
+ [
+ _Entry(1, "anchor", {"name": "session/start", "state": {"owner": "human"}}, {}),
+ _Entry(2, "message", {"role": "user", "content": "first question"}, {}),
+ _Entry(3, "message", {"role": "assistant", "content": "first answer"}, {}),
+ ]
+ )
+
+ agent.handoff("gradio:test", "impl")
+
+ snapshot = agent.snapshot("gradio:test", view_mode="latest")
+
+ assert snapshot.active_anchor is not None
+ assert snapshot.active_anchor.name == "handoff:impl"
+ assert snapshot.messages == []
+
+
+def test_snapshot_latest_creates_bootstrap_anchor_with_real_store(monkeypatch, tmp_path: Path) -> None:
+ db_path = tmp_path / "tapes.db"
+ monkeypatch.setenv("BUB_TAPESTORE_SQLALCHEMY_URL", f"sqlite+pysqlite:///{db_path}")
+ cached_store.cache_clear()
+
+ framework = BubFramework()
+ framework.load_hooks()
+ agent = BubAgent(framework)
+
+ snapshot = agent.snapshot("gradio:real-bootstrap", view_mode="latest")
+
+ assert [anchor.name for anchor in snapshot.anchors] == ["session/start"]
+ assert snapshot.active_anchor is not None
+ assert snapshot.active_anchor.name == "session/start"
+
+ cached_store.cache_clear()
+
+
+def test_handoff_persists_anchor_with_real_store(monkeypatch, tmp_path: Path) -> None:
+ db_path = tmp_path / "tapes.db"
+ monkeypatch.setenv("BUB_TAPESTORE_SQLALCHEMY_URL", f"sqlite+pysqlite:///{db_path}")
+ cached_store.cache_clear()
+
+ framework = BubFramework()
+ framework.load_hooks()
+ agent = BubAgent(framework)
+ agent.snapshot("gradio:real-handoff", view_mode="latest")
+
+ normalized = agent.handoff(
+ "gradio:real-handoff",
+ "impl-details",
+ phase="Implementation",
+ summary="Checkpoint",
+ facts=["fact-a"],
+ )
+ snapshot = agent.snapshot("gradio:real-handoff", view_mode="latest")
+
+ assert normalized == "handoff:impl-details"
+ assert [anchor.name for anchor in snapshot.anchors] == ["session/start", "handoff:impl-details"]
+ assert snapshot.active_anchor is not None
+ assert snapshot.active_anchor.name == "handoff:impl-details"
+ assert snapshot.active_anchor.label == "Implementation"
+ assert snapshot.active_anchor.summary == "Checkpoint"
+
+ cached_store.cache_clear()
diff --git a/tests/test_app.py b/tests/test_app.py
deleted file mode 100644
index b95d507..0000000
--- a/tests/test_app.py
+++ /dev/null
@@ -1,246 +0,0 @@
-from __future__ import annotations
-
-import importlib.util
-from dataclasses import dataclass
-from pathlib import Path
-from typing import Any
-
-from endless_context.agent import AnchorState, ConversationSnapshot
-
-
-def _load_app_module():
- app_path = Path(__file__).resolve().parents[1] / "app.py"
- spec = importlib.util.spec_from_file_location("app_module_for_test", app_path)
- if spec is None or spec.loader is None:
- raise RuntimeError("Failed to load app.py module")
- module = importlib.util.module_from_spec(spec)
- spec.loader.exec_module(module)
- return module
-
-
-app_module = _load_app_module()
-
-
-@dataclass(frozen=True)
-class _Entry:
- id: int
- kind: str
- payload: dict[str, Any]
- meta: dict[str, Any]
-
-
-def _build_snapshot(view_mode: str, anchor_name: str | None) -> ConversationSnapshot:
- entries = [
- _Entry(1, "message", {"role": "user", "content": "hi"}, {}),
- _Entry(2, "anchor", {"name": "handoff:phase-1", "state": {"phase": "Phase 1"}}, {}),
- _Entry(3, "message", {"role": "assistant", "content": "ok"}, {}),
- ]
- anchors = [
- AnchorState(
- entry_id=2,
- name="handoff:phase-1",
- label="Phase 1",
- summary="checkpoint",
- facts=["f1"],
- created_at="2026-02-10T00:00:00",
- )
- ]
- if view_mode == "full":
- active_anchor = None
- context_entries = entries
- elif view_mode == "from-anchor" and anchor_name == "handoff:phase-1":
- active_anchor = anchors[0]
- context_entries = [entries[2]]
- elif view_mode == "latest":
- active_anchor = anchors[0]
- context_entries = [entries[2]]
- else:
- active_anchor = None
- context_entries = entries
- return ConversationSnapshot(
- tape_name="t1",
- entries=entries,
- anchors=anchors,
- active_anchor=active_anchor,
- context_entries=context_entries,
- estimated_tokens=42,
- )
-
-
-class FakeAgent:
- def __init__(self) -> None:
- self.snapshot_calls: list[tuple[str, str | None]] = []
- self.handoff_calls: list[dict[str, Any]] = []
- self.reply_calls: list[dict[str, Any]] = []
-
- def snapshot(self, *, view_mode: str = "latest", anchor_name: str | None = None) -> ConversationSnapshot:
- self.snapshot_calls.append((view_mode, anchor_name))
- return _build_snapshot(view_mode, anchor_name)
-
- def handoff(self, name: str, *, phase: str = "", summary: str = "", facts: list[str] | None = None) -> str:
- self.handoff_calls.append({"name": name, "phase": phase, "summary": summary, "facts": list(facts or [])})
- return "handoff:phase-1"
-
- def reply(self, message: str, *, view_mode: str = "latest", anchor_name: str | None = None) -> str:
- self.reply_calls.append({"message": message, "view_mode": view_mode, "anchor_name": anchor_name})
- if message == "boom":
- return "Error: simulated"
- return "ok"
-
-
-def test_build_view_from_anchor_fallbacks_to_latest_anchor(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- _, _, anchor_update, _, _, _ = app_module._build_view("from-anchor", "handoff:missing")
-
- assert anchor_update["interactive"] is True
- assert anchor_update["value"] == "handoff:phase-1"
- assert fake_agent.snapshot_calls[0] == ("from-anchor", "handoff:missing")
- assert fake_agent.snapshot_calls[1] == ("from-anchor", "handoff:phase-1")
-
-
-def test_send_with_error_sets_status(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- _, _, _, _, _, _, _, status = app_module._send("boom", "latest", None)
-
- assert status == "Error: simulated"
- assert fake_agent.reply_calls[-1]["message"] == "boom"
-
-
-def test_create_handoff_success_resets_fields(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- result = app_module._create_handoff(
- "phase-1",
- "Phase 1",
- "Checkpoint",
- "fact-a\nfact-b\n",
- )
-
- assert result[0] == ""
- assert result[4] == "latest"
- assert "Handoff created: handoff:phase-1" in result[-1]
- assert fake_agent.handoff_calls
- assert fake_agent.handoff_calls[-1]["facts"] == ["fact-a", "fact-b"]
-
-
-def test_render_log_html_marks_context_and_active_anchor():
- snapshot = _build_snapshot("latest", None)
-
- content = app_module._render_log_html(snapshot)
-
- assert "in-context" in content
- assert "active-anchor" in content
-
-
-def test_send_with_blank_message_does_not_call_reply(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- _, _, _, _, _, _, _, status = app_module._send(" ", "latest", None)
-
- assert status == ""
- assert fake_agent.reply_calls == []
-
-
-def test_ui_contains_bottom_message_input_textbox():
- components = app_module.demo.config.get("components", [])
- message_boxes = [
- component
- for component in components
- if component.get("type") == "textbox" and component.get("props", {}).get("label") == "Message"
- ]
-
- assert message_boxes, "Message input textbox should exist in the conversation area."
-
-
-def test_context_indicator_contains_status_and_progress():
- snapshot = ConversationSnapshot(
- tape_name="t1",
- entries=[],
- anchors=[],
- active_anchor=None,
- context_entries=[],
- estimated_tokens=3200,
- )
- content = app_module._render_context(snapshot, "full")
-
- assert "HIGH" in content
- assert "ctx-high" in content
- assert "ctx-fill" in content
-
-
-class _FakeSelectEvent:
- def __init__(self, index):
- self.index = index
-
-
-def test_switch_view_returns_full_mode(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- mode, *_ = app_module._switch_view("full")
-
- assert mode == "full"
-
-
-def test_select_anchor_from_table_switches_to_from_anchor(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- rows = [["", "Phase 1", "handoff:phase-1", "checkpoint"]]
- mode, _, _, anchor_update, *_ = app_module._select_anchor_from_table(rows, _FakeSelectEvent((0, 2)))
-
- assert mode == "from-anchor"
- assert anchor_update["value"] == "handoff:phase-1"
-
-
-def test_context_source_label_matches_design_modes():
- latest_snapshot = _build_snapshot("latest", None)
- full_snapshot = _build_snapshot("full", None)
- from_anchor_snapshot = _build_snapshot("from-anchor", "handoff:phase-1")
-
- assert app_module._context_source_label(latest_snapshot, "latest") == "Latest: Phase 1"
- assert app_module._context_source_label(full_snapshot, "full") == "Full Context"
- assert app_module._context_source_label(from_anchor_snapshot, "from-anchor") == "Anchor: Phase 1"
-
-
-def test_refresh_full_mode_disables_anchor_selector(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- _, _, anchor_update, _, tape_footer, _, _ = app_module._refresh("full", None)
-
- assert anchor_update["interactive"] is False
- assert anchor_update["value"] is None
- assert "All entries in context" in tape_footer
-
-
-def test_select_anchor_from_table_invalid_index_falls_back_to_latest(monkeypatch):
- fake_agent = FakeAgent()
- monkeypatch.setattr(app_module, "get_agent", lambda: fake_agent)
-
- rows = [["", "Phase 1", "handoff:phase-1", "checkpoint"]]
- mode, _, _, anchor_update, *_ = app_module._select_anchor_from_table(rows, _FakeSelectEvent((99, 0)))
-
- assert mode == "latest"
- assert anchor_update["interactive"] is False
-
-
-def test_ui_context_view_control_has_expected_choices_and_default():
- components = app_module.demo.config.get("components", [])
- radios = [
- component
- for component in components
- if component.get("type") == "radio" and component.get("props", {}).get("label") == "Context view"
- ]
-
- assert radios, "Context view radio should exist in the tape panel."
- radio = radios[0]
- choices = [value for value, _label in radio.get("props", {}).get("choices", [])]
- assert choices == ["latest", "full", "from-anchor"]
- assert radio.get("props", {}).get("value") == "latest"
diff --git a/tests/test_channel.py b/tests/test_channel.py
new file mode 100644
index 0000000..4514326
--- /dev/null
+++ b/tests/test_channel.py
@@ -0,0 +1,400 @@
+from __future__ import annotations
+
+import asyncio
+from dataclasses import dataclass
+from pathlib import Path
+from types import SimpleNamespace
+from typing import Any
+
+import gradio as gr
+from bub.channels.message import ChannelMessage
+
+from endless_context.agent import AnchorState, ConversationSnapshot
+from endless_context.channel import GradioChannel
+
+
+@dataclass(frozen=True)
+class _Entry:
+ id: int
+ kind: str
+ payload: dict[str, Any]
+ meta: dict[str, Any]
+
+
+def _build_snapshot(view_mode: str, anchor_name: str | None) -> ConversationSnapshot:
+ entries = [
+ _Entry(1, "message", {"role": "user", "content": "hi"}, {}),
+ _Entry(2, "anchor", {"name": "handoff:phase-1", "state": {"phase": "Phase 1"}}, {}),
+ _Entry(3, "message", {"role": "assistant", "content": "ok"}, {}),
+ ]
+ anchors = [
+ AnchorState(
+ entry_id=2,
+ name="handoff:phase-1",
+ label="Phase 1",
+ summary="checkpoint",
+ facts=["f1"],
+ created_at="2026-02-10T00:00:00",
+ )
+ ]
+ if view_mode == "full":
+ active_anchor = None
+ context_entries = entries
+ elif view_mode == "from-anchor" and anchor_name == "handoff:phase-1":
+ active_anchor = anchors[0]
+ context_entries = [entries[2]]
+ elif view_mode == "latest":
+ active_anchor = anchors[0]
+ context_entries = [entries[2]]
+ else:
+ active_anchor = None
+ context_entries = entries
+ return ConversationSnapshot(
+ tape_name="t1",
+ entries=entries,
+ anchors=anchors,
+ active_anchor=active_anchor,
+ context_entries=context_entries,
+ messages=[
+ {"role": "user", "content": "hi"},
+ {"role": "assistant", "content": "ok"},
+ ],
+ estimated_tokens=42,
+ )
+
+
+class FakeAgent:
+ def __init__(self) -> None:
+ self.snapshot_calls: list[tuple[str, str | None, str]] = []
+ self.handoff_calls: list[dict[str, Any]] = []
+ self.context_events: list[dict[str, Any]] = []
+
+ def snapshot(
+ self, session_id: str, *, view_mode: str = "latest", anchor_name: str | None = None
+ ) -> ConversationSnapshot:
+ self.snapshot_calls.append((session_id, view_mode, anchor_name))
+ return _build_snapshot(view_mode, anchor_name)
+
+ def handoff(
+ self, session_id: str, name: str, *, phase: str = "", summary: str = "", facts: list[str] | None = None
+ ) -> str:
+ self.handoff_calls.append(
+ {"session_id": session_id, "name": name, "phase": phase, "summary": summary, "facts": list(facts or [])}
+ )
+ return "handoff:phase-1"
+
+ def append_context_selection_event(self, session_id: str, **payload: Any) -> None:
+ self.context_events.append({"session_id": session_id, **payload})
+
+
+class StatefulAgent(FakeAgent):
+ def __init__(self) -> None:
+ super().__init__()
+ self._sessions: dict[str, dict[str, Any]] = {}
+
+ def set_conversation(
+ self,
+ session_id: str,
+ messages: list[dict[str, str]],
+ *,
+ anchor_name: str = "session/start",
+ label: str = "session/start",
+ summary: str = "-",
+ ) -> None:
+ entries: list[_Entry] = []
+ anchors: list[AnchorState] = []
+ next_id = 1
+
+ if anchor_name:
+ entries.append(_Entry(next_id, "anchor", {"name": anchor_name, "state": {"phase": label}}, {}))
+ anchors.append(
+ AnchorState(
+ entry_id=next_id,
+ name=anchor_name,
+ label=label,
+ summary=summary,
+ facts=[],
+ created_at="2026-02-10T00:00:00",
+ )
+ )
+ next_id += 1
+
+ for message in messages:
+ entries.append(_Entry(next_id, "message", dict(message), {}))
+ next_id += 1
+
+ context_entries = entries if not anchors else [entry for entry in entries if entry.kind == "message"]
+ self._sessions[session_id] = {
+ "entries": entries,
+ "anchors": anchors,
+ "messages": [dict(message) for message in messages],
+ "context_entries": context_entries,
+ }
+
+ def snapshot(
+ self, session_id: str, *, view_mode: str = "latest", anchor_name: str | None = None
+ ) -> ConversationSnapshot:
+ self.snapshot_calls.append((session_id, view_mode, anchor_name))
+ session = self._sessions.get(session_id)
+ if session is None:
+ return _build_snapshot(view_mode, anchor_name)
+
+ anchors = list(session["anchors"])
+ entries = list(session["entries"])
+ if view_mode == "full":
+ active_anchor = None
+ context_entries = entries
+ elif anchors:
+ active_anchor = anchors[-1]
+ context_entries = list(session["context_entries"])
+ else:
+ active_anchor = None
+ context_entries = list(session["context_entries"])
+ return ConversationSnapshot(
+ tape_name=f"tape:{session_id}",
+ entries=entries,
+ anchors=anchors,
+ active_anchor=active_anchor,
+ context_entries=context_entries,
+ messages=list(session["messages"]),
+ estimated_tokens=64,
+ )
+
+ def handoff(
+ self, session_id: str, name: str, *, phase: str = "", summary: str = "", facts: list[str] | None = None
+ ) -> str:
+ normalized = super().handoff(session_id, name, phase=phase, summary=summary, facts=facts)
+ messages = self._sessions.get(session_id, {}).get("messages", [])
+ label = phase or normalized
+ self.set_conversation(session_id, list(messages), anchor_name=normalized, label=label, summary=summary or "-")
+ return normalized
+
+
+def _build_channel() -> GradioChannel:
+ framework = SimpleNamespace(workspace=Path("."))
+ channel = GradioChannel(lambda message: None, framework) # type: ignore[arg-type]
+ channel._gr = gr
+ channel._agent = FakeAgent() # type: ignore[assignment]
+ return channel
+
+
+def test_build_view_from_anchor_fallbacks_to_latest_anchor():
+ channel = _build_channel()
+
+ _, _, anchor_update, _, _, _ = channel._build_view("gradio:test", "from-anchor", "handoff:missing")
+
+ assert anchor_update["interactive"] is True
+ assert anchor_update["value"] == "handoff:phase-1"
+ assert channel._agent.snapshot_calls[0] == ("gradio:test", "from-anchor", "handoff:missing") # type: ignore[attr-defined]
+ assert channel._agent.snapshot_calls[1] == ("gradio:test", "from-anchor", "handoff:phase-1") # type: ignore[attr-defined]
+
+
+def test_create_handoff_success_resets_fields():
+ channel = _build_channel()
+
+ result = channel._create_handoff("gradio:test", "phase-1", "Phase 1", "Checkpoint", "fact-a\nfact-b\n")
+
+ assert result[0] == ""
+ assert result[4] == "latest"
+ assert "Handoff created: handoff:phase-1" in result[-1]
+ assert channel._agent.handoff_calls[-1]["facts"] == ["fact-a", "fact-b"] # type: ignore[attr-defined]
+
+
+def test_render_log_html_marks_context_and_active_anchor():
+ channel = _build_channel()
+ snapshot = _build_snapshot("latest", None)
+
+ content = channel._build_view("gradio:test", "latest", None)[1]
+
+ assert "in-context" in content
+ assert "active-anchor" in content
+ assert snapshot.active_anchor is not None
+
+
+def test_send_with_blank_message_does_not_queue_turn():
+ channel = _build_channel()
+
+ _, history, status, pending = channel._send_stage1(" ", [])
+
+ assert history == []
+ assert status == ""
+ assert pending == ""
+
+
+def test_ui_contains_bottom_message_input_textbox():
+ channel = _build_channel()
+ demo = channel._build_demo(gr)
+ components = demo.config.get("components", [])
+ message_boxes = [
+ component
+ for component in components
+ if component.get("type") == "textbox" and component.get("props", {}).get("label") == "Message"
+ ]
+
+ assert message_boxes
+
+
+def test_render_log_html_uses_raw_payload_block():
+ channel = _build_channel()
+
+ content = channel._build_view("gradio:test", "latest", None)[1]
+
+ assert "Raw payload" in content
+
+
+def test_context_indicator_contains_status_and_progress():
+ channel = _build_channel()
+ channel._agent = FakeAgent() # type: ignore[assignment]
+ snapshot = ConversationSnapshot(
+ tape_name="t1",
+ entries=[],
+ anchors=[],
+ active_anchor=None,
+ context_entries=[],
+ estimated_tokens=3200,
+ )
+ from endless_context.channel import _render_context
+
+ content = _render_context(snapshot, "full")
+
+ assert "HIGH" in content
+ assert "ctx-high" in content
+ assert "ctx-fill" in content
+
+
+class _FakeSelectEvent:
+ def __init__(self, index):
+ self.index = index
+
+
+def test_switch_view_returns_full_mode():
+ channel = _build_channel()
+
+ mode, *_ = channel._switch_view("gradio:test", "full")
+
+ assert mode == "full"
+
+
+def test_select_anchor_from_table_switches_to_from_anchor():
+ channel = _build_channel()
+
+ rows = [["", "Phase 1", "handoff:phase-1", "checkpoint"]]
+ mode, _, _, anchor_update, *_ = channel._select_anchor_from_table(
+ "gradio:test", rows, False, _FakeSelectEvent((0, 2))
+ )
+
+ assert mode == "from-anchor"
+ assert anchor_update["value"] == "handoff:phase-1"
+
+
+def test_dispatch_and_wait_updates_conversation_and_tape_view():
+ async def _run() -> None:
+ framework = SimpleNamespace(workspace=Path("."))
+ session_id = "gradio:test-flow"
+ agent = StatefulAgent()
+ agent.set_conversation(session_id, [])
+ observed: dict[str, Any] = {}
+
+ async def on_receive(message: ChannelMessage) -> None:
+ observed["message"] = message
+ agent.set_conversation(
+ session_id,
+ [
+ {"role": "user", "content": message.content},
+ {"role": "assistant", "content": "pong"},
+ ],
+ anchor_name="session/start",
+ label="Session",
+ )
+ await channel.send(
+ ChannelMessage(
+ session_id=message.session_id,
+ channel="gradio",
+ chat_id="test-flow",
+ content="pong",
+ )
+ )
+
+ channel = GradioChannel(on_receive, framework) # type: ignore[arg-type]
+ channel._gr = gr
+ channel._agent = agent # type: ignore[assignment]
+ channel._loop = asyncio.get_running_loop()
+
+ reply = await asyncio.to_thread(channel._dispatch_and_wait, session_id, "hello", "from-anchor", "handoff:x")
+ chat, log, _, anchors, footer, _ = await asyncio.to_thread(channel._build_view, session_id, "latest", None)
+
+ assert reply == "pong"
+ assert observed["message"].view_mode == "from-anchor"
+ assert observed["message"].anchor_name == "handoff:x"
+ assert chat == [
+ {"role": "user", "content": "hello"},
+ {"role": "assistant", "content": "pong"},
+ ]
+ assert anchors == [["✓", "Session", "session/start", "-"]]
+ assert "pong" in log
+ assert "From latest anchor" in footer
+
+ asyncio.run(_run())
+
+
+def test_send_stage2_returns_updated_chat_and_records_context_event():
+ channel = _build_channel()
+ agent = StatefulAgent()
+ session_id = "gradio:test-stage2"
+ agent.set_conversation(session_id, [])
+ channel._agent = agent # type: ignore[assignment]
+
+ def fake_dispatch(session_id: str, content: str, view_mode: str, anchor_name: str | None) -> str:
+ assert session_id == "gradio:test-stage2"
+ assert view_mode == "latest"
+ assert anchor_name is None
+ agent.set_conversation(
+ session_id,
+ [
+ {"role": "user", "content": content},
+ {"role": "assistant", "content": "pong"},
+ ],
+ anchor_name="session/start",
+ label="Session",
+ )
+ return "pong"
+
+ channel._dispatch_and_wait = fake_dispatch # type: ignore[method-assign]
+
+ outputs = list(channel._send_stage2(session_id, "hello", "latest", None, False))
+ final = outputs[-1]
+
+ assert final[0] == [
+ {"role": "user", "content": "hello"},
+ {"role": "assistant", "content": "pong"},
+ ]
+ assert final[6] == ""
+ assert final[7] == ""
+ assert channel._agent.context_events[-1]["view_mode"] == "latest" # type: ignore[attr-defined]
+ assert "pong" in final[1]
+
+
+def test_create_handoff_updates_anchor_view():
+ channel = _build_channel()
+ agent = StatefulAgent()
+ session_id = "gradio:test-handoff"
+ agent.set_conversation(
+ session_id,
+ [{"role": "user", "content": "hello"}],
+ anchor_name="session/start",
+ label="Session",
+ )
+ channel._agent = agent # type: ignore[assignment]
+
+ result = channel._create_handoff(
+ session_id,
+ "impl-details",
+ "Implementation",
+ "Checkpoint",
+ "fact-a\nfact-b",
+ )
+
+ assert result[4] == "latest"
+ assert result[-1] == "Handoff created: handoff:phase-1"
+ assert result[8] == [["✓", "Implementation", "handoff:phase-1", "Checkpoint"]]
+ assert "From latest anchor" in result[9]
diff --git a/tests/test_oceanbase.py b/tests/test_oceanbase.py
new file mode 100644
index 0000000..2ed2f11
--- /dev/null
+++ b/tests/test_oceanbase.py
@@ -0,0 +1,47 @@
+from __future__ import annotations
+
+from pathlib import Path
+
+import pymysql
+from republic.tape import TapeEntry, TapeQuery
+
+from endless_context.oceanbase import _is_savepoint_not_exist
+from endless_context.tape_store import SQLAlchemyTapeStore
+
+
+def test_is_savepoint_not_exist_accepts_nested_operational_error() -> None:
+ error = pymysql.err.OperationalError(1305, "savepoint does not exist")
+
+ class WrappedError(Exception):
+ def __init__(self, orig: Exception) -> None:
+ super().__init__("wrapped")
+ self.orig = orig
+
+ assert _is_savepoint_not_exist(error) is True
+ assert _is_savepoint_not_exist(WrappedError(error)) is True
+
+
+def test_sqlalchemy_tape_store_reads_current_query_shape(tmp_path: Path) -> None:
+ db_path = tmp_path / "tapes.db"
+ store = SQLAlchemyTapeStore(url=f"sqlite+pysqlite:///{db_path}")
+ store.append("t1", TapeEntry.anchor("session/start", state={"owner": "human"}))
+ store.append("t1", TapeEntry.message({"role": "user", "content": "hello"}))
+ store.append("t1", TapeEntry.message({"role": "assistant", "content": "world"}))
+
+ entries = list(store.fetch_all(TapeQuery(tape="t1", store=store).last_anchor()))
+
+ assert [entry.kind for entry in entries] == ["message", "message"]
+ assert entries[0].payload == {"role": "user", "content": "hello"}
+ assert entries[1].payload == {"role": "assistant", "content": "world"}
+
+
+def test_sqlalchemy_tape_store_filters_between_dates(tmp_path: Path) -> None:
+ db_path = tmp_path / "tapes.db"
+ store = SQLAlchemyTapeStore(url=f"sqlite+pysqlite:///{db_path}")
+ store.append("t1", TapeEntry(0, "message", {"role": "user", "content": "early"}, {}, "2026-04-14T00:00:00Z"))
+ store.append("t1", TapeEntry(0, "message", {"role": "user", "content": "late"}, {}, "2026-04-15T00:00:00Z"))
+
+ entries = list(store.fetch_all(TapeQuery(tape="t1", store=store).between_dates("2026-04-15", "2026-04-15")))
+
+ assert len(entries) == 1
+ assert entries[0].payload["content"] == "late"
diff --git a/tests/test_plugin.py b/tests/test_plugin.py
new file mode 100644
index 0000000..b032c60
--- /dev/null
+++ b/tests/test_plugin.py
@@ -0,0 +1,82 @@
+from __future__ import annotations
+
+import asyncio
+from pathlib import Path
+from types import SimpleNamespace
+from typing import Any
+
+from endless_context.plugin import EndlessContextPlugin
+
+
+class FakeRuntimeAgent:
+ def __init__(self) -> None:
+ self.calls: list[dict[str, Any]] = []
+
+ async def run(
+ self,
+ *,
+ session_id: str,
+ prompt: str | list[dict],
+ state: dict[str, object],
+ allowed_tools,
+ ): # noqa: ANN001
+ self.calls.append(
+ {
+ "mode": "run",
+ "session_id": session_id,
+ "prompt": prompt,
+ "state": dict(state),
+ "allowed_tools": set(allowed_tools),
+ }
+ )
+ return "text"
+
+
+def test_load_state_exposes_channel_name() -> None:
+ plugin = EndlessContextPlugin(SimpleNamespace(workspace=Path(".")))
+
+ state = plugin.load_state({"channel": "gradio"}, "gradio:test")
+
+ assert state == {"_channel_name": "gradio"}
+
+
+def test_load_state_preserves_gradio_view_selection() -> None:
+ plugin = EndlessContextPlugin(SimpleNamespace(workspace=Path(".")))
+
+ state = plugin.load_state({"channel": "gradio", "view_mode": "from-anchor", "anchor_name": "handoff:x"}, "s")
+
+ assert state == {
+ "_channel_name": "gradio",
+ "_gradio_view_mode": "from-anchor",
+ "_gradio_anchor_name": "handoff:x",
+ }
+
+
+def test_run_model_excludes_quit_for_gradio() -> None:
+ plugin = EndlessContextPlugin(SimpleNamespace(workspace=Path(".")))
+ plugin._runtime_agent = FakeRuntimeAgent() # type: ignore[assignment]
+
+ result = asyncio.run(plugin.run_model("hello", "gradio:test", {"_channel_name": "gradio"}))
+
+ assert result == "text"
+ assert plugin._runtime_agent.calls[0]["mode"] == "run" # type: ignore[index]
+ assert "quit" not in plugin._runtime_agent.calls[0]["allowed_tools"] # type: ignore[index]
+
+
+def test_run_model_skips_non_gradio() -> None:
+ plugin = EndlessContextPlugin(SimpleNamespace(workspace=Path(".")))
+ plugin._runtime_agent = FakeRuntimeAgent() # type: ignore[assignment]
+
+ result = asyncio.run(plugin.run_model("hello", "telegram:test", {"_channel_name": "telegram"}))
+
+ assert result is None
+ assert plugin._runtime_agent.calls == [] # type: ignore[attr-defined]
+
+
+def test_system_prompt_clarifies_gradio_direct_reply() -> None:
+ plugin = EndlessContextPlugin(SimpleNamespace(workspace=Path(".")))
+
+ prompt = plugin.system_prompt("hello", {"_channel_name": "gradio"})
+
+ assert "plain-text assistant reply will be delivered" in prompt
+ assert "do not call quit" in prompt.lower()
diff --git a/tests/test_tape_store.py b/tests/test_tape_store.py
deleted file mode 100644
index b9f925d..0000000
--- a/tests/test_tape_store.py
+++ /dev/null
@@ -1,248 +0,0 @@
-from __future__ import annotations
-
-import datetime as dt
-import threading
-from dataclasses import dataclass
-from typing import Any
-
-import pytest
-
-from endless_context.tape_store import SeekDBConfig, SeekDBTapeStore, _safe_load_json, _validate_identifier
-
-
-@dataclass
-class _Entry:
- kind: str
- payload: dict[str, Any]
- meta: dict[str, Any]
-
-
-class _FakeResult:
- def __init__(self, rows: list[tuple[Any, ...]] | None = None, scalar: Any = None) -> None:
- self._rows = rows or []
- self._scalar = scalar
-
- def fetchall(self):
- return self._rows
-
- def scalar_one(self):
- return self._scalar
-
-
-class _FakeConnection:
- def __init__(self, state: dict[str, list[dict[str, Any]]]) -> None:
- self._state = state
-
- def __enter__(self):
- return self
-
- def __exit__(self, exc_type, exc, tb):
- return None
-
- def execute(self, statement, params=None): # noqa: ANN001
- sql = " ".join(str(statement).strip().lower().split())
- params = params or {}
-
- if "select distinct tape_name" in sql:
- tapes = sorted(self._state.keys())
- if isinstance(params, dict):
- fork_pattern = str(params.get("fork_pattern", "%__%")).replace("%", "")
- archive_pattern = str(params.get("archive_pattern", "%::archived::%")).replace("%", "")
- tapes = [name for name in tapes if fork_pattern not in name and archive_pattern not in name]
- return _FakeResult(rows=[(name,) for name in tapes])
-
- if "select entry_id, kind, payload_json, meta_json, created_at" in sql:
- tape = str(params["tape"])
- records = sorted(self._state.get(tape, []), key=lambda item: item["entry_id"])
- rows = [
- (
- record["entry_id"],
- record["kind"],
- record["payload_json"],
- record["meta_json"],
- record["created_at"],
- )
- for record in records
- ]
- return _FakeResult(rows=rows)
-
- if "select entry_id, kind, payload_json, meta_json" in sql and "where tape_name = :source" in sql:
- source = str(params["source"])
- rows = [
- (record["entry_id"], record["kind"], record["payload_json"], record["meta_json"])
- for record in sorted(self._state.get(source, []), key=lambda item: item["entry_id"])
- ]
- return _FakeResult(rows=rows)
-
- if "select kind, payload_json, meta_json" in sql and "entry_id >= :start_id" in sql:
- source = str(params["source"])
- start_id = int(params["start_id"])
- rows = [
- (record["kind"], record["payload_json"], record["meta_json"])
- for record in sorted(self._state.get(source, []), key=lambda item: item["entry_id"])
- if int(record["entry_id"]) >= start_id
- ]
- return _FakeResult(rows=rows)
-
- if "select coalesce(max(entry_id), 0) + 1" in sql:
- key = "tape"
- if isinstance(params, dict):
- if "target" in params:
- key = "target"
- tape = str(params[key])
- records = self._state.get(tape, [])
- next_id = max((int(record["entry_id"]) for record in records), default=0) + 1
- return _FakeResult(scalar=next_id)
-
- if "select count(*)" in sql:
- tape = str(params["tape"])
- return _FakeResult(scalar=len(self._state.get(tape, [])))
-
- if "insert into" in sql:
- rows = params if isinstance(params, list) else [params]
- for row in rows:
- tape = str(row["tape_name"])
- record = {
- "entry_id": int(row["entry_id"]),
- "kind": str(row["kind"]),
- "payload_json": str(row["payload_json"]),
- "meta_json": str(row["meta_json"]),
- "created_at": dt.datetime(2026, 2, 10, 12, 0, 0),
- }
- self._state.setdefault(tape, []).append(record)
- self._state[tape].sort(key=lambda item: item["entry_id"])
- return _FakeResult()
-
- if "update" in sql and "set tape_name = :archived" in sql:
- tape = str(params["tape"])
- archived = str(params["archived"])
- records = self._state.pop(tape, [])
- if records:
- self._state.setdefault(archived, []).extend(records)
- self._state[archived].sort(key=lambda item: item["entry_id"])
- return _FakeResult()
-
- if "delete from" in sql and "where tape_name = :source" in sql:
- self._state.pop(str(params["source"]), None)
- return _FakeResult()
-
- if "delete from" in sql and "where tape_name = :tape" in sql:
- self._state.pop(str(params["tape"]), None)
- return _FakeResult()
-
- return _FakeResult()
-
-
-class _FakeEngine:
- def __init__(self) -> None:
- self.state: dict[str, list[dict[str, Any]]] = {}
-
- def connect(self):
- return _FakeConnection(self.state)
-
- def begin(self):
- return _FakeConnection(self.state)
-
- def dispose(self):
- return None
-
-
-def _make_store(fake_engine: _FakeEngine) -> SeekDBTapeStore:
- store = SeekDBTapeStore.__new__(SeekDBTapeStore)
- store._config = SeekDBConfig(
- host="127.0.0.1",
- port=2881,
- user="root",
- password="",
- database="bub",
- table_name="bub_tape_entries",
- )
- store._lock = threading.Lock()
- store._fork_start_ids = {}
- store._engine = fake_engine
- return store
-
-
-def test_validate_identifier_and_safe_load_json():
- assert _validate_identifier("valid_name_1", "table") == "valid_name_1"
- assert _safe_load_json('{"k":"v"}') == {"k": "v"}
- assert _safe_load_json("[1,2,3]") == {}
- assert _safe_load_json("{invalid") == {}
- with pytest.raises(ValueError):
- _validate_identifier("invalid-name", "table")
-
-
-def test_seekdb_tape_store_append_read_and_list():
- engine = _FakeEngine()
- store = _make_store(engine)
-
- store.append(
- "session-a",
- _Entry(
- kind="message",
- payload={"role": "user", "content": "hi"},
- meta={"run_id": "r1"},
- ),
- )
- store.append(
- "session-a", _Entry(kind="anchor", payload={"name": "handoff:phase-1", "state": {"phase": "P1"}}, meta={})
- )
-
- tapes = store.list_tapes()
- assert tapes == ["session-a"]
-
- entries = store.read("session-a")
- assert entries is not None
- assert [entry.id for entry in entries] == [1, 2]
- assert entries[0].kind == "message"
- assert entries[1].kind == "anchor"
- assert entries[0].meta.get("run_id") == "r1"
- assert "created_at" in entries[0].meta
-
-
-def test_seekdb_tape_store_list_excludes_fork_and_archived():
- engine = _FakeEngine()
- store = _make_store(engine)
-
- store.append("normal-a", _Entry(kind="system", payload={"content": "a"}, meta={}))
- store.append("normal-b", _Entry(kind="system", payload={"content": "b"}, meta={}))
- store.append("normal-a__f0rk1234", _Entry(kind="system", payload={"content": "fork"}, meta={}))
- store.append("normal-b::archived::20260224T000000Z", _Entry(kind="system", payload={"content": "arch"}, meta={}))
-
- assert store.list_tapes() == ["normal-a", "normal-b"]
-
-
-def test_seekdb_tape_store_fork_and_merge_appends_only_new_entries():
- engine = _FakeEngine()
- store = _make_store(engine)
-
- store.append("session", _Entry(kind="message", payload={"role": "user", "content": "root-1"}, meta={}))
- fork_name = store.fork("session")
- store.append(fork_name, _Entry(kind="message", payload={"role": "assistant", "content": "fork-1"}, meta={}))
- store.append(fork_name, _Entry(kind="message", payload={"role": "assistant", "content": "fork-2"}, meta={}))
-
- store.merge(fork_name, "session")
- merged = store.read("session")
- assert merged is not None
- assert [entry.payload["content"] for entry in merged if "content" in entry.payload] == [
- "root-1",
- "fork-1",
- "fork-2",
- ]
- assert [entry.id for entry in merged] == [1, 2, 3]
- assert store.read(fork_name) is None
-
-
-def test_seekdb_tape_store_archive_and_reset():
- engine = _FakeEngine()
- store = _make_store(engine)
-
- store.append("session-x", _Entry(kind="message", payload={"role": "user", "content": "x"}, meta={}))
- archive_path = store.archive("session-x")
- assert archive_path is not None
- assert "session-x::archived::" in str(archive_path)
- assert store.read("session-x") is None
-
- store.append("session-y", _Entry(kind="message", payload={"role": "user", "content": "y"}, meta={}))
- store.reset("session-y")
- assert store.read("session-y") is None
diff --git a/uv.lock b/uv.lock
index 03b952e..d2e5775 100644
--- a/uv.lock
+++ b/uv.lock
@@ -10,25 +10,25 @@ resolution-markers = [
[[package]]
name = "aiofiles"
version = "24.1.0"
-source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
-sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload-time = "2024-06-24T11:02:03.584Z" }
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload-time = "2024-06-24T11:02:03.584Z" }
wheels = [
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+ { url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5", size = 15896, upload-time = "2024-06-24T11:02:01.529Z" },
]
[[package]]
name = "aiohappyeyeballs"
version = "2.6.1"
-source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
-sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
wheels = [
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+ { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
]
[[package]]
name = "aiohttp"
version = "3.13.3"
-source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohappyeyeballs" },
{ name = "aiosignal" },
@@ -38,125 +38,144 @@ dependencies = [
{ name = "propcache" },
{ name = "yarl" },
]
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dependencies = [
{ name = "bub" },
{ name = "gradio" },
+ { name = "loguru" },
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