diff --git a/.env.example b/.env.example index 4d88081..cd1fbe8 100644 --- a/.env.example +++ b/.env.example @@ -16,6 +16,24 @@ BUB_API_BASE=https://openrouter.ai/api/v1 # BUB_MODEL_TIMEOUT_SECONDS=300 # BUB_HOME=~/.bub +# --------------------------------------------------------------------------- +# LangChain / DeepAgents via DashScope (optional) +# Enable when using `bubseek-langchain` as the model backend. +# --------------------------------------------------------------------------- +# BUB_LANGCHAIN_MODE=runnable +# BUB_LANGCHAIN_FACTORY=examples.langchain.deepagents_dashscope:dashscope_deep_agent +# BUB_LANGCHAIN_INCLUDE_BUB_TOOLS=true +# BUB_LANGCHAIN_TAPE=true +# Example-specific overrides are optional. If omitted, the DeepAgents example +# derives the raw chat model name from BUB_MODEL by stripping the provider prefix. +# Example: +# BUB_MODEL=openai:glm-5.1 +# BUB_API_KEY=your-dashscope-api-key +# BUB_API_BASE=https://dashscope.aliyuncs.com/compatible-mode/v1 +# BUB_DEEPAGENTS_MODEL=glm-5.1 +# BUB_DEEPAGENTS_API_KEY=your-dashscope-api-key +# BUB_DEEPAGENTS_API_BASE=https://dashscope.aliyuncs.com/compatible-mode/v1 + # --------------------------------------------------------------------------- # Database (required for tape storage) # --------------------------------------------------------------------------- diff --git a/.github/actions/setup-python-env/action.yml b/.github/actions/setup-python-env/action.yml index 802e885..8959c8d 100644 --- a/.github/actions/setup-python-env/action.yml +++ b/.github/actions/setup-python-env/action.yml @@ -26,5 +26,5 @@ runs: cache-suffix: ${{ matrix.python-version }} - name: Install Python dependencies - run: uv sync --frozen + run: uv sync --frozen --all-packages shell: bash diff --git a/Makefile b/Makefile index 901121a..0a9cbd0 100644 --- a/Makefile +++ b/Makefile @@ -6,7 +6,7 @@ lock: ## Update uv.lock against PyPI (ignore UV_INDEX_URL so lock stays canonica .PHONY: install install: ## Install the virtual environment and install the pre-commit hooks @echo "🚀 Creating virtual environment using uv" - @uv sync + @uv sync --all-packages @uv run pre-commit install .PHONY: check diff --git a/contrib/bubseek-langchain/README.md b/contrib/bubseek-langchain/README.md new file mode 100644 index 0000000..fb7b380 --- /dev/null +++ b/contrib/bubseek-langchain/README.md @@ -0,0 +1,81 @@ +# bubseek-langchain + +`bubseek-langchain` is an optional Bub plugin that routes `run_model` through a LangChain `Runnable`. + +Current scope: + +- only `Runnable` mode is supported; +- Bub tools can be bridged into LangChain tools; +- Bub tape recording still works for user / assistant turns and tool spans; +- prompts starting with `,` still fall through to Bub built-in internal commands. + +## Install + +From the repo root: + +```bash +uv sync --extra langchain +``` + +Or install only the plugin package: + +```bash +uv pip install -e contrib/bubseek-langchain +``` + +If you want the DashScope DeepAgents example too: + +```bash +uv pip install -e 'contrib/bubseek-langchain[deepagents]' +``` + +## Enable + +Set: + +```bash +export BUB_LANGCHAIN_MODE=runnable +export BUB_LANGCHAIN_FACTORY=examples.langchain.minimal_runnable:minimal_lc_agent +``` + +Optional flags: + +- `BUB_LANGCHAIN_INCLUDE_BUB_TOOLS=true|false` (default `true`) +- `BUB_LANGCHAIN_TAPE=true|false` (default `true`) + +## Factory Contract + +`BUB_LANGCHAIN_FACTORY` must point to a `module:attr`. + +The imported object may be: + +- a `Runnable` instance; +- a factory callable returning a `Runnable`; +- a factory callable returning `(runnable, invoke_input)`. + +If the callable accepts them, the adapter injects: + +- `state` +- `session_id` +- `workspace` +- `tools` +- `system_prompt` +- `prompt` + +If the factory returns only a runnable, the adapter uses the Bub prompt as default invoke input. +If you need a different input shape, derive it from `prompt` and return `(runnable, invoke_input)` explicitly. + +## Examples + +Repository examples live under [examples/langchain/README.md](/home/shangzhuoran.szr/oceanbase/bubseek/examples/langchain/README.md): + +- [examples/langchain/minimal_runnable.py](/home/shangzhuoran.szr/oceanbase/bubseek/examples/langchain/minimal_runnable.py) +- [examples/langchain/deepagents_dashscope.py](/home/shangzhuoran.szr/oceanbase/bubseek/examples/langchain/deepagents_dashscope.py) + +Typical minimal run: + +```bash +export BUB_LANGCHAIN_MODE=runnable +export BUB_LANGCHAIN_FACTORY=examples.langchain.minimal_runnable:minimal_lc_agent +uv run bub run "Summarize this workspace in one sentence." +``` diff --git a/contrib/bubseek-langchain/pyproject.toml b/contrib/bubseek-langchain/pyproject.toml new file mode 100644 index 0000000..690c75a --- /dev/null +++ b/contrib/bubseek-langchain/pyproject.toml @@ -0,0 +1,30 @@ +[project] +name = "bubseek-langchain" +version = "0.1.0" +description = "LangChain Runnable adapter for Bubseek" +readme = "README.md" +authors = [{ name = "Chojan Shang", email = "psiace@apache.org" }] +requires-python = ">=3.12" +dependencies = [ + "bub", + "langchain-core>=0.3.0", + "pydantic>=2.0", + "pydantic-settings>=2.0.0", +] + +[project.optional-dependencies] +deepagents = [ + "deepagents>=0.5.3", + "langchain-openai>=0.3.0", +] + +[project.entry-points."bub"] +bubseek-langchain = "bubseek_langchain.plugin:main" + +[build-system] +requires = ["pdm-backend"] +build-backend = "pdm.backend" + +[tool.pdm.build] +package-dir = "src" +includes = ["src/bubseek_langchain"] diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/__init__.py b/contrib/bubseek-langchain/src/bubseek_langchain/__init__.py new file mode 100644 index 0000000..71921c2 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/__init__.py @@ -0,0 +1,13 @@ +"""LangChain Runnable adapter for Bubseek.""" + +from .config import LangchainPluginSettings, load_settings +from .errors import LangchainConfigError +from .plugin import LangchainPlugin, main + +__all__ = [ + "LangchainConfigError", + "LangchainPlugin", + "LangchainPluginSettings", + "load_settings", + "main", +] diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/bridge.py b/contrib/bubseek-langchain/src/bubseek_langchain/bridge.py new file mode 100644 index 0000000..012188f --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/bridge.py @@ -0,0 +1,88 @@ +from __future__ import annotations + +from dataclasses import dataclass +from pathlib import Path +from typing import Any + +from bub.types import State + + +@dataclass(frozen=True) +class LangchainRunContext: + session_id: str + tape_name: str | None + run_id: str + + def as_logger_extra(self) -> dict[str, str]: + extra = { + "session_id": self.session_id, + "langchain_run_id": self.run_id, + } + if self.tape_name: + extra["tape_name"] = self.tape_name + return extra + + def as_metadata(self) -> dict[str, str]: + return self.as_logger_extra() + + def as_tags(self) -> list[str]: + tags = [ + "bubseek-langchain", + f"session:{self.session_id}", + f"langchain-run:{self.run_id}", + ] + if self.tape_name: + tags.append(f"tape:{self.tape_name}") + return tags + + +def extract_prompt_text(prompt: str | list[dict[str, Any]]) -> str: + if isinstance(prompt, str): + return prompt + + texts: list[str] = [] + for part in prompt: + if not isinstance(part, dict): + continue + if part.get("type") != "text": + continue + text = part.get("text") + if isinstance(text, str) and text.strip(): + texts.append(text) + return "\n".join(texts).strip() + + +def build_factory_kwargs( + *, + state: State, + session_id: str, + workspace: Path, + tools: list[Any], + system_prompt: str, + prompt: str | list[dict[str, Any]], + langchain_context: LangchainRunContext, +) -> dict[str, Any]: + return { + "state": state, + "session_id": session_id, + "workspace": workspace, + "tools": tools, + "system_prompt": system_prompt, + "prompt": prompt, + "langchain_context": langchain_context, + } + + +def build_runnable_config( + *, + langchain_context: LangchainRunContext, + callbacks: list[Any] | None = None, +) -> dict[str, Any]: + config: dict[str, Any] = { + "metadata": langchain_context.as_metadata(), + "tags": langchain_context.as_tags(), + "run_name": "bubseek-langchain", + } + if callbacks: + config["callbacks"] = callbacks + return config diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/config.py b/contrib/bubseek-langchain/src/bubseek_langchain/config.py new file mode 100644 index 0000000..2e1b8d3 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/config.py @@ -0,0 +1,37 @@ +from __future__ import annotations + +from typing import Literal + +from pydantic_settings import BaseSettings, SettingsConfigDict + +from .errors import LangchainConfigError + + +class LangchainPluginSettings(BaseSettings): + """Configuration for the Bubseek LangChain Runnable adapter.""" + + model_config = SettingsConfigDict( + env_prefix="BUB_LANGCHAIN_", + env_file=".env", + extra="ignore", + ) + + mode: Literal["", "runnable"] = "" + factory: str | None = None + include_bub_tools: bool = True + tape: bool = True + + +def load_settings() -> LangchainPluginSettings: + return LangchainPluginSettings() + + +def is_enabled(settings: LangchainPluginSettings) -> bool: + return settings.mode == "runnable" + + +def validate_config(settings: LangchainPluginSettings) -> None: + """Raise :class:`LangchainConfigError` when required variables are missing.""" + + if settings.mode == "runnable" and not settings.factory: + raise LangchainConfigError("BUB_LANGCHAIN_FACTORY is required in runnable mode") diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/errors.py b/contrib/bubseek-langchain/src/bubseek_langchain/errors.py new file mode 100644 index 0000000..10da197 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/errors.py @@ -0,0 +1,5 @@ +"""User-actionable configuration and wiring errors.""" + + +class LangchainConfigError(ValueError): + """Raised when ``BUB_LANGCHAIN_*`` settings are inconsistent or incomplete.""" diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/loader.py b/contrib/bubseek-langchain/src/bubseek_langchain/loader.py new file mode 100644 index 0000000..f3d2c68 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/loader.py @@ -0,0 +1,67 @@ +from __future__ import annotations + +import inspect +from importlib import import_module +from typing import Any + + +def import_object(spec: str) -> Any: + if ":" not in spec: + raise ValueError(f"Expected 'module:attr', got {spec!r}") + module_name, attr_name = spec.split(":", 1) + module = import_module(module_name) + try: + return getattr(module, attr_name) + except AttributeError as exc: + raise AttributeError(f"Attribute {attr_name!r} not found in module {module_name!r}") from exc + + +def _is_runnable_like(obj: object) -> bool: + return hasattr(obj, "invoke") and hasattr(obj, "ainvoke") + + +def _call_with_supported_kwargs(factory: Any, factory_kwargs: dict[str, Any]) -> Any: + signature = inspect.signature(factory) + parameters = signature.parameters + if any(parameter.kind == inspect.Parameter.VAR_KEYWORD for parameter in parameters.values()): + return factory(**factory_kwargs) + supported_kwargs = {name: value for name, value in factory_kwargs.items() if name in parameters} + return factory(**supported_kwargs) + + +def ensure_runnable(obj: Any) -> Any: + if not _is_runnable_like(obj): + raise TypeError(f"Expected a Runnable with invoke/ainvoke, got {type(obj)!r}") + return obj + + +def _normalize_factory_result( + value: Any, + *, + factory: str, + factory_kwargs: dict[str, Any], + default_input: Any, +) -> tuple[Any, Any]: + if _is_runnable_like(value): + return ensure_runnable(value), default_input + if isinstance(value, tuple) and len(value) == 2: + runnable, invoke_input = value + return ensure_runnable(runnable), invoke_input + if callable(value): + return _normalize_factory_result( + _call_with_supported_kwargs(value, factory_kwargs), + factory=factory, + factory_kwargs=factory_kwargs, + default_input=default_input, + ) + raise TypeError(f"Object from {factory!r} is neither Runnable, callable, nor (Runnable, input)") + + +def resolve_runnable_and_input(factory: str, factory_kwargs: dict[str, Any], default_input: Any) -> tuple[Any, Any]: + obj = import_object(factory) + return _normalize_factory_result( + obj, + factory=factory, + factory_kwargs=factory_kwargs, + default_input=default_input, + ) diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/normalize.py b/contrib/bubseek-langchain/src/bubseek_langchain/normalize.py new file mode 100644 index 0000000..a1ff7e2 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/normalize.py @@ -0,0 +1,50 @@ +from __future__ import annotations + +import json +from typing import Any + + +def _content_to_str(content: Any) -> str: + if content is None: + return "" + if isinstance(content, str): + return content + if isinstance(content, list): + parts = [_content_to_str(item) for item in content] + return "\n".join(part for part in parts if part) + if isinstance(content, dict): + if isinstance(content.get("text"), str): + return str(content["text"]) + return _dict_to_str(content) + return str(content) + + +def _message_to_str(message: Any) -> str: + content = getattr(message, "content", None) + if content is not None: + return _content_to_str(content) + return str(message) + + +def _dict_to_str(data: dict[str, Any]) -> str: + if "content" in data: + return _content_to_str(data["content"]) + if isinstance(data.get("messages"), list): + parts = [normalize_langchain_output(item) for item in data["messages"]] + return "\n".join(part for part in parts if part) + return json.dumps(data, ensure_ascii=False, default=str) + + +def normalize_langchain_output(value: Any) -> str: + if value is None: + return "" + if isinstance(value, str): + return value + if isinstance(value, dict): + return _dict_to_str(value) + if isinstance(value, list): + parts = [normalize_langchain_output(item) for item in value] + return "\n".join(part for part in parts if part) + if hasattr(value, "content"): + return _message_to_str(value) + return str(value) diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/plugin.py b/contrib/bubseek-langchain/src/bubseek_langchain/plugin.py new file mode 100644 index 0000000..4721608 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/plugin.py @@ -0,0 +1,292 @@ +from __future__ import annotations + +from dataclasses import replace +from typing import Any, cast +from uuid import uuid4 + +from bub.hookspecs import hookimpl +from bub.types import State +from bub.utils import workspace_from_state +from loguru import logger +from republic import AsyncStreamEvents, StreamEvent, StreamState, TapeEntry, ToolContext + +from .bridge import LangchainRunContext, build_factory_kwargs, build_runnable_config, extract_prompt_text +from .config import is_enabled, load_settings, validate_config +from .loader import resolve_runnable_and_input +from .normalize import normalize_langchain_output +from .tape_recorder import LangchainTapeCallbackHandler +from .tools import bub_registry_to_langchain_tools + + +class LangchainPlugin: + """Route Bub ``run_model`` through a LangChain Runnable.""" + + def __init__(self, framework: Any) -> None: + self.framework = framework + + def _runtime_agent_from_state(self, state: State) -> Any | None: + return state.get("_runtime_agent") + + def _build_langchain_tools( + self, + *, + state: State, + session_id: str, + tape_name: str | None, + ) -> tuple[list[Any], LangchainRunContext]: + run_context = LangchainRunContext(session_id=session_id, tape_name=tape_name, run_id=f"langchain-{uuid4().hex}") + settings = load_settings() + if not settings.include_bub_tools: + return [], run_context + tool_context = ToolContext( + tape=tape_name, + run_id=run_context.run_id, + state=dict(state), + ) + return bub_registry_to_langchain_tools(tool_context=tool_context), run_context + + def _bind_logger(self, run_context: LangchainRunContext): + return logger.bind(**run_context.as_logger_extra()) + + def _build_callbacks( + self, + *, + settings: Any, + session_tape: Any | None, + run_context: LangchainRunContext, + ) -> list[Any]: + if not settings.tape or session_tape is None: + return [] + return [ + LangchainTapeCallbackHandler( + session_tape, + session_id=run_context.session_id, + tape_name=run_context.tape_name, + root_run_id=run_context.run_id, + ) + ] + + def _build_invoke_kwargs(self, *, run_context: LangchainRunContext, callbacks: list[Any]) -> dict[str, Any]: + return { + "config": build_runnable_config(langchain_context=run_context, callbacks=callbacks), + } + + def _system_prompt(self, prompt: str | list[dict[str, Any]], state: State) -> str: + return self.framework.get_system_prompt(prompt, state) + + def _build_invoke_input(self, prompt: str | list[dict[str, Any]]) -> Any: + if isinstance(prompt, str): + return prompt + return prompt if prompt else extract_prompt_text(prompt) + + def _resolve_runnable_and_input( + self, + *, + prompt: str | list[dict[str, Any]], + session_id: str, + state: State, + tape_name: str | None, + ) -> tuple[Any, Any, LangchainRunContext]: + settings = load_settings() + langchain_tools, run_context = self._build_langchain_tools( + state=state, + session_id=session_id, + tape_name=tape_name, + ) + factory_kwargs = build_factory_kwargs( + state=state, + session_id=session_id, + workspace=workspace_from_state(state), + tools=langchain_tools, + system_prompt=self._system_prompt(prompt, state), + prompt=prompt, + langchain_context=run_context, + ) + bound_logger = self._bind_logger(run_context) + bound_logger.debug("Resolving LangChain runnable factory={}", settings.factory) + runnable, invoke_input = resolve_runnable_and_input( + cast(str, settings.factory), + factory_kwargs, + self._build_invoke_input(prompt), + ) + bound_logger.debug("Resolved LangChain runnable") + return runnable, invoke_input, run_context + + async def _invoke_runnable( + self, + *, + prompt: str | list[dict[str, Any]], + session_id: str, + state: State, + tape_name: str | None, + session_tape: Any | None, + ) -> str: + settings = load_settings() + prompt_text = extract_prompt_text(prompt) + runnable, invoke_input, run_context = self._resolve_runnable_and_input( + prompt=prompt, + session_id=session_id, + state=state, + tape_name=tape_name, + ) + bound_logger = self._bind_logger(run_context) + callbacks: list[Any] = [] + callbacks = self._build_callbacks(settings=settings, session_tape=session_tape, run_context=run_context) + if callbacks and session_tape is not None: + await session_tape.append_async(TapeEntry.message({"role": "user", "content": prompt_text})) + + invoke_kwargs = self._build_invoke_kwargs(run_context=run_context, callbacks=callbacks) + + bound_logger.debug("Invoking LangChain runnable") + output = await runnable.ainvoke(invoke_input, **invoke_kwargs) + normalized = normalize_langchain_output(output) + bound_logger.debug("LangChain runnable completed") + + if settings.tape and session_tape is not None: + await session_tape.append_async(TapeEntry.message({"role": "assistant", "content": normalized})) + return normalized + + async def _ainvoke_resolved_runnable( + self, + *, + runnable: Any, + invoke_input: Any, + invoke_kwargs: dict[str, Any], + ) -> str: + output = await runnable.ainvoke(invoke_input, **invoke_kwargs) + return normalize_langchain_output(output) + + async def _stream_runnable( + self, + *, + prompt: str | list[dict[str, Any]], + session_id: str, + state: State, + tape_name: str | None, + session_tape: Any | None, + ) -> AsyncStreamEvents: + settings = load_settings() + prompt_text = extract_prompt_text(prompt) + runnable, invoke_input, run_context = self._resolve_runnable_and_input( + prompt=prompt, + session_id=session_id, + state=state, + tape_name=tape_name, + ) + bound_logger = self._bind_logger(run_context) + + callbacks = self._build_callbacks(settings=settings, session_tape=session_tape, run_context=run_context) + invoke_kwargs = self._build_invoke_kwargs(run_context=run_context, callbacks=callbacks) + + async def iterator(): + assistant_parts: list[str] = [] + if callbacks and session_tape is not None: + await session_tape.append_async(TapeEntry.message({"role": "user", "content": prompt_text})) + astream = getattr(runnable, "astream", None) + if callable(astream): + bound_logger.debug("Streaming LangChain runnable") + async for chunk in astream(invoke_input, **invoke_kwargs): + text = normalize_langchain_output(chunk) + if not text: + continue + assistant_parts.append(text) + yield StreamEvent("text", {"delta": text}) + else: + bound_logger.debug("LangChain runnable has no astream; falling back to ainvoke") + text = await self._ainvoke_resolved_runnable( + runnable=runnable, + invoke_input=invoke_input, + invoke_kwargs=invoke_kwargs, + ) + assistant_parts.append(text) + yield StreamEvent("text", {"delta": text}) + + final_text = "".join(assistant_parts) + bound_logger.debug("LangChain stream completed") + if callbacks and session_tape is not None: + await session_tape.append_async(TapeEntry.message({"role": "assistant", "content": final_text})) + yield StreamEvent("final", {"text": final_text, "ok": True}) + + return AsyncStreamEvents(iterator(), state=StreamState()) + + @hookimpl(tryfirst=True) + async def run_model(self, prompt: str | list[dict[str, Any]], session_id: str, state: State) -> str | None: + settings = load_settings() + if not is_enabled(settings): + return None + if isinstance(prompt, str) and prompt.strip().startswith(","): + return None + + validate_config(settings) + + runtime_agent = self._runtime_agent_from_state(state) + if runtime_agent is None or not settings.tape: + return await self._invoke_runnable( + prompt=prompt, + session_id=session_id, + state=state, + tape_name=None, + session_tape=None, + ) + + workspace = workspace_from_state(state) + session_tape = runtime_agent.tapes.session_tape(session_id, workspace) + session_tape.context = replace(session_tape.context, state=state) + merge_back = not session_id.startswith("temp/") + async with runtime_agent.tapes.fork_tape(session_tape.name, merge_back=merge_back): + await runtime_agent.tapes.ensure_bootstrap_anchor(session_tape.name) + return await self._invoke_runnable( + prompt=prompt, + session_id=session_id, + state=state, + tape_name=session_tape.name, + session_tape=session_tape, + ) + + @hookimpl(tryfirst=True) + async def run_model_stream( + self, + prompt: str | list[dict[str, Any]], + session_id: str, + state: State, + ) -> AsyncStreamEvents | None: + settings = load_settings() + if not is_enabled(settings): + return None + if isinstance(prompt, str) and prompt.strip().startswith(","): + return None + + validate_config(settings) + + runtime_agent = self._runtime_agent_from_state(state) + if runtime_agent is None or not settings.tape: + return await self._stream_runnable( + prompt=prompt, + session_id=session_id, + state=state, + tape_name=None, + session_tape=None, + ) + + workspace = workspace_from_state(state) + session_tape = runtime_agent.tapes.session_tape(session_id, workspace) + session_tape.context = replace(session_tape.context, state=state) + merge_back = not session_id.startswith("temp/") + + async def iterator(): + async with runtime_agent.tapes.fork_tape(session_tape.name, merge_back=merge_back): + await runtime_agent.tapes.ensure_bootstrap_anchor(session_tape.name) + stream = await self._stream_runnable( + prompt=prompt, + session_id=session_id, + state=state, + tape_name=session_tape.name, + session_tape=session_tape, + ) + async for event in stream: + yield event + + return AsyncStreamEvents(iterator(), state=StreamState()) + + +main = LangchainPlugin diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/tape_recorder.py b/contrib/bubseek-langchain/src/bubseek_langchain/tape_recorder.py new file mode 100644 index 0000000..1447642 --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/tape_recorder.py @@ -0,0 +1,327 @@ +from __future__ import annotations + +import json +from typing import Any, Protocol + +from langchain_core.callbacks import AsyncCallbackHandler +from republic import TapeEntry + +from .normalize import normalize_langchain_output + + +class TapeAppender(Protocol): + async def append_async(self, entry: TapeEntry) -> None: ... + + +class LangchainTapeCallbackHandler(AsyncCallbackHandler): + """Append LangChain tool spans to the active Bub tape.""" + + def __init__( + self, + tape: TapeAppender, + *, + session_id: str | None = None, + tape_name: str | None = None, + root_run_id: str | None = None, + ) -> None: + super().__init__() + self._tape = tape + self._shared_meta: dict[str, str] = {} + if session_id: + self._shared_meta["session_id"] = session_id + if tape_name: + self._shared_meta["tape_name"] = tape_name + if root_run_id: + self._shared_meta["langchain_run_id"] = root_run_id + + def _entry_meta(self, **meta: Any) -> dict[str, Any]: + entry_meta: dict[str, Any] = dict(self._shared_meta) + entry_meta.update({key: value for key, value in meta.items() if value is not None}) + return entry_meta + + async def _append_event( + self, + name: str, + *, + data: dict[str, Any] | None = None, + **meta: Any, + ) -> None: + await self._tape.append_async(TapeEntry.event(name, data=data, **self._entry_meta(**meta))) + + async def _append_error_event( + self, + name: str, + error: BaseException, + **meta: Any, + ) -> None: + await self._append_event(name, data={"error": str(error)}, **meta) + + def _jsonable(self, value: Any) -> Any: + if value is None or isinstance(value, str | int | float | bool): + return value + if isinstance(value, dict): + return {str(key): self._jsonable(item) for key, item in value.items()} + if isinstance(value, list | tuple): + return [self._jsonable(item) for item in value] + if hasattr(value, "content"): + return normalize_langchain_output(value) + try: + json.dumps(value) + except TypeError: + return str(value) + return value + + def _serialized_name(self, serialized: Any) -> str: + if not isinstance(serialized, dict): + return str(serialized or "unknown") + return str(serialized.get("name") or serialized.get("id") or "unknown") + + async def _append_run_event( + self, + name: str, + *, + run_id: Any, + parent_run_id: Any | None = None, + data: dict[str, Any] | None = None, + tags: list[str] | None = None, + metadata: dict[str, Any] | None = None, + ) -> None: + event_data = dict(data or {}) + if tags: + event_data["tags"] = list(tags) + if metadata: + event_data["metadata"] = self._jsonable(metadata) + await self._append_event( + name, + data=event_data or None, + run_id=str(run_id), + parent_run_id=str(parent_run_id) if parent_run_id is not None else None, + ) + + async def on_tool_start( + self, + serialized: dict[str, Any], + input_str: str, + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + metadata: dict[str, Any] | None = None, + **_: Any, + ) -> None: + name = self._serialized_name(serialized) + await self._tape.append_async( + TapeEntry.tool_call( + calls=[ + { + "id": str(run_id), + "type": "function", + "function": { + "name": str(name), + "arguments": input_str or "{}", + }, + } + ], + **self._entry_meta( + parent_run_id=str(parent_run_id) if parent_run_id is not None else None, + run_id=str(run_id), + tags=tags, + metadata=metadata, + ), + ) + ) + + async def on_tool_end( + self, + output: Any, + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + **_: Any, + ) -> None: + await self._tape.append_async( + TapeEntry.tool_result( + results=[normalize_langchain_output(output)], + **self._entry_meta( + run_id=str(run_id), + parent_run_id=str(parent_run_id) if parent_run_id is not None else None, + tags=tags, + ), + ) + ) + + async def on_tool_error( + self, + error: BaseException, + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + **_: Any, + ) -> None: + await self._tape.append_async( + TapeEntry.tool_result( + results=[{"error": str(error)}], + **self._entry_meta( + run_id=str(run_id), + parent_run_id=str(parent_run_id) if parent_run_id is not None else None, + tags=tags, + ), + ) + ) + + async def on_chain_start( + self, + serialized: dict[str, Any], + inputs: dict[str, Any], + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + metadata: dict[str, Any] | None = None, + **_: Any, + ) -> None: + await self._append_run_event( + "langchain.chain.start", + run_id=run_id, + parent_run_id=parent_run_id, + data={ + "name": self._serialized_name(serialized), + "inputs": self._jsonable(inputs), + }, + tags=tags, + metadata=metadata, + ) + + async def on_chain_end( + self, + outputs: dict[str, Any], + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + **_: Any, + ) -> None: + await self._append_run_event( + "langchain.chain.end", + run_id=run_id, + parent_run_id=parent_run_id, + data={"outputs": self._jsonable(outputs)}, + tags=tags, + ) + + async def on_chain_error( + self, + error: BaseException, + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + **_: Any, + ) -> None: + await self._append_error_event( + "langchain.chain.error", + error, + run_id=str(run_id), + parent_run_id=str(parent_run_id) if parent_run_id is not None else None, + tags=tags, + ) + + async def on_chat_model_start( + self, + serialized: dict[str, Any], + messages: list[list[Any]], + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + metadata: dict[str, Any] | None = None, + **_: Any, + ) -> None: + await self._append_run_event( + "langchain.chat_model.start", + run_id=run_id, + parent_run_id=parent_run_id, + data={ + "name": self._serialized_name(serialized), + "messages": self._jsonable(messages), + }, + tags=tags, + metadata=metadata, + ) + + async def on_llm_start( + self, + serialized: dict[str, Any], + prompts: list[str], + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + metadata: dict[str, Any] | None = None, + **_: Any, + ) -> None: + await self._append_run_event( + "langchain.llm.start", + run_id=run_id, + parent_run_id=parent_run_id, + data={ + "name": self._serialized_name(serialized), + "prompts": self._jsonable(prompts), + }, + tags=tags, + metadata=metadata, + ) + + async def on_llm_end( + self, + response: Any, + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + **_: Any, + ) -> None: + await self._append_run_event( + "langchain.llm.end", + run_id=run_id, + parent_run_id=parent_run_id, + data={"response": self._jsonable(response)}, + tags=tags, + ) + + async def on_llm_error( + self, + error: BaseException, + *, + run_id: Any, + parent_run_id: Any | None = None, + tags: list[str] | None = None, + **_: Any, + ) -> None: + await self._append_error_event( + "langchain.llm.error", + error, + run_id=str(run_id), + parent_run_id=str(parent_run_id) if parent_run_id is not None else None, + tags=tags, + ) + + async def on_custom_event( + self, + name: str, + data: Any, + *, + run_id: Any, + tags: list[str] | None = None, + metadata: dict[str, Any] | None = None, + **_: Any, + ) -> None: + await self._append_run_event( + f"langchain.custom.{name}", + run_id=run_id, + data={"data": self._jsonable(data)}, + tags=tags, + metadata=metadata, + ) diff --git a/contrib/bubseek-langchain/src/bubseek_langchain/tools.py b/contrib/bubseek-langchain/src/bubseek_langchain/tools.py new file mode 100644 index 0000000..8d8c66a --- /dev/null +++ b/contrib/bubseek-langchain/src/bubseek_langchain/tools.py @@ -0,0 +1,101 @@ +from __future__ import annotations + +import inspect +import re +from copy import deepcopy +from typing import Any + +from bub.tools import REGISTRY +from langchain_core.utils.json_schema import dereference_refs +from republic import Tool, ToolContext + + +def _sanitize_model_name(name: str) -> str: + return re.sub(r"[^a-zA-Z0-9_]", "_", name) + + +def _args_schema_from_parameters(parameters: dict[str, Any]) -> dict[str, Any]: + if not isinstance(parameters, dict) or not parameters: + return {"type": "object", "properties": {}, "additionalProperties": False} + + if parameters.get("type") != "object": + return {"type": "object", "properties": {}, "additionalProperties": False} + + schema = _normalize_json_schema(parameters) + properties = schema.get("properties") + if not isinstance(properties, dict): + schema["properties"] = {} + return schema + + +def _collect_nested_defs(obj: Any, defs_key: str, collected: dict[str, Any]) -> None: + if isinstance(obj, dict): + nested_defs = obj.get(defs_key) + if isinstance(nested_defs, dict): + for name, value in nested_defs.items(): + collected.setdefault(name, deepcopy(value)) + for value in obj.values(): + _collect_nested_defs(value, defs_key, collected) + return + if isinstance(obj, list): + for item in obj: + _collect_nested_defs(item, defs_key, collected) + + +def _normalize_json_schema(parameters: dict[str, Any]) -> dict[str, Any]: + schema = deepcopy(parameters) + for defs_key in ("$defs", "definitions"): + collected: dict[str, Any] = {} + _collect_nested_defs(schema, defs_key, collected) + if collected: + root_defs = schema.get(defs_key) + if isinstance(root_defs, dict): + collected = {**collected, **root_defs} + schema[defs_key] = collected + normalized = dereference_refs(schema) + normalized.pop("$defs", None) + normalized.pop("definitions", None) + return normalized + + +def bub_tool_to_langchain(bub_tool: Tool, *, tool_context: ToolContext) -> Any: + from langchain_core.tools import StructuredTool + + async def _async_call(**kwargs: Any) -> Any: + call_kwargs = dict(kwargs) + if bub_tool.context: + call_kwargs["context"] = tool_context + result = bub_tool.run(**call_kwargs) + if inspect.isawaitable(result): + result = await result + return result + + def _sync_call(**kwargs: Any) -> Any: + call_kwargs = dict(kwargs) + if bub_tool.context: + call_kwargs["context"] = tool_context + result = bub_tool.run(**call_kwargs) + if inspect.isawaitable(result): + raise TypeError(f"Tool {bub_tool.name!r} returned awaitable in sync path") + return result + + return StructuredTool.from_function( + func=_sync_call, + coroutine=_async_call, + name=_sanitize_model_name(bub_tool.name), + description=bub_tool.description or bub_tool.name, + args_schema=_args_schema_from_parameters(bub_tool.parameters), + ) + + +def bub_registry_to_langchain_tools( + *, + tool_context: ToolContext, + include_names: set[str] | None = None, +) -> list[Any]: + results: list[Any] = [] + for name, bub_tool in REGISTRY.items(): + if include_names is not None and name not in include_names: + continue + results.append(bub_tool_to_langchain(bub_tool, tool_context=tool_context)) + return results diff --git a/contrib/bubseek-langchain/tests/__init__.py b/contrib/bubseek-langchain/tests/__init__.py new file mode 100644 index 0000000..c798379 --- /dev/null +++ b/contrib/bubseek-langchain/tests/__init__.py @@ -0,0 +1 @@ +# Package marker for pytest discovery. diff --git a/contrib/bubseek-langchain/tests/conftest.py b/contrib/bubseek-langchain/tests/conftest.py new file mode 100644 index 0000000..d1da204 --- /dev/null +++ b/contrib/bubseek-langchain/tests/conftest.py @@ -0,0 +1,13 @@ +from __future__ import annotations + +import sys +from pathlib import Path + +REPO_ROOT = Path(__file__).resolve().parents[3] +LANGCHAIN_SRC = REPO_ROOT / "contrib" / "bubseek-langchain" / "src" + +if str(REPO_ROOT) not in sys.path: + sys.path.insert(0, str(REPO_ROOT)) + +if str(LANGCHAIN_SRC) not in sys.path: + sys.path.insert(0, str(LANGCHAIN_SRC)) diff --git a/contrib/bubseek-langchain/tests/test_config.py b/contrib/bubseek-langchain/tests/test_config.py new file mode 100644 index 0000000..8f289b3 --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_config.py @@ -0,0 +1,16 @@ +from __future__ import annotations + +import pytest +from bubseek_langchain.config import LangchainPluginSettings, validate_config +from bubseek_langchain.errors import LangchainConfigError + + +def test_validate_runnable_requires_factory() -> None: + settings = LangchainPluginSettings(mode="runnable", factory=None) + with pytest.raises(LangchainConfigError, match="BUB_LANGCHAIN_FACTORY"): + validate_config(settings) + + +def test_validate_runnable_ok_with_factory() -> None: + settings = LangchainPluginSettings(mode="runnable", factory="builtins:str") + validate_config(settings) diff --git a/contrib/bubseek-langchain/tests/test_deepagents.py b/contrib/bubseek-langchain/tests/test_deepagents.py new file mode 100644 index 0000000..f9db17b --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_deepagents.py @@ -0,0 +1,177 @@ +from __future__ import annotations + +import asyncio +import sys +from collections.abc import Callable, Sequence +from types import ModuleType +from typing import Any + +import pytest +from bubseek_langchain.bridge import LangchainRunContext +from bubseek_langchain.plugin import LangchainPlugin + +pytest.importorskip("deepagents") + + +class _Framework: + def get_system_prompt(self, prompt: str | list[dict[str, Any]], state: dict[str, Any]) -> str: + return "system prompt" + + +def test_build_chat_model_uses_bub_env(monkeypatch: pytest.MonkeyPatch) -> None: + from examples.langchain import deepagents_dashscope + + captured: dict[str, Any] = {} + + class FakeChatOpenAI: + def __init__(self, **kwargs: Any) -> None: + captured.update(kwargs) + + fake_module = ModuleType("langchain_openai") + fake_module.__dict__["ChatOpenAI"] = FakeChatOpenAI + monkeypatch.setitem(sys.modules, "langchain_openai", fake_module) + monkeypatch.setenv("BUB_MODEL", "openai:glm-5.1") + monkeypatch.setenv("BUB_API_KEY", "dashscope-key") + monkeypatch.setenv("BUB_API_BASE", "https://dashscope.aliyuncs.com/compatible-mode/v1") + + model = deepagents_dashscope._build_chat_model() + + assert isinstance(model, FakeChatOpenAI) + assert captured == { + "model": "glm-5.1", + "api_key": "dashscope-key", + "base_url": "https://dashscope.aliyuncs.com/compatible-mode/v1", + "temperature": 0, + } + + +def test_build_chat_model_prefers_deepagents_specific_env(monkeypatch: pytest.MonkeyPatch) -> None: + from examples.langchain import deepagents_dashscope + + captured: dict[str, Any] = {} + + class FakeChatOpenAI: + def __init__(self, **kwargs: Any) -> None: + captured.update(kwargs) + + fake_module = ModuleType("langchain_openai") + fake_module.__dict__["ChatOpenAI"] = FakeChatOpenAI + monkeypatch.setitem(sys.modules, "langchain_openai", fake_module) + monkeypatch.setenv("BUB_MODEL", "openai:gpt-4o") + monkeypatch.setenv("BUB_API_KEY", "global-key") + monkeypatch.setenv("BUB_API_BASE", "https://api.openai.com/v1") + monkeypatch.setenv("BUB_DEEPAGENTS_MODEL", "glm-5.1") + monkeypatch.setenv("BUB_DEEPAGENTS_API_KEY", "dashscope-key") + monkeypatch.setenv("BUB_DEEPAGENTS_API_BASE", "https://dashscope.aliyuncs.com/compatible-mode/v1") + + model = deepagents_dashscope._build_chat_model() + + assert isinstance(model, FakeChatOpenAI) + assert captured == { + "model": "glm-5.1", + "api_key": "dashscope-key", + "base_url": "https://dashscope.aliyuncs.com/compatible-mode/v1", + "temperature": 0, + } + + +def test_run_model_with_deepagents_factory(monkeypatch: pytest.MonkeyPatch) -> None: + from langchain_core.language_models.base import LanguageModelInput + from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel + from langchain_core.messages import AIMessage + from langchain_core.runnables import Runnable + from langchain_core.tools import BaseTool + + from examples.langchain import deepagents_dashscope + + class ToolReadyFakeChatModel(FakeMessagesListChatModel): + def bind_tools( + self, + tools: Sequence[dict[str, Any] | type | Callable[..., Any] | BaseTool], + *, + tool_choice: str | None = None, + **kwargs: Any, + ) -> Runnable[LanguageModelInput, AIMessage]: + return self + + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "examples.langchain.deepagents_dashscope:dashscope_deep_agent") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + monkeypatch.setattr( + deepagents_dashscope, + "_build_chat_model", + lambda _logger=None: ToolReadyFakeChatModel(responses=[AIMessage(content="deep ok")]), + ) + + plugin = LangchainPlugin(_Framework()) + result = asyncio.run(plugin.run_model("hello deepagents", session_id="session-deepagents", state={})) + + assert result == "deep ok" + + +def test_dashscope_deep_agent_binds_logger_context(monkeypatch: pytest.MonkeyPatch) -> None: + from types import SimpleNamespace + + from langchain_core.runnables import RunnableLambda + + from examples.langchain import deepagents_dashscope + + captured: dict[str, Any] = {} + + class FakeBoundLogger: + def info(self, message: str, *args: Any) -> None: + captured.setdefault("info", []).append((message, args)) + + def debug(self, message: str, *args: Any) -> None: + captured.setdefault("debug", []).append((message, args)) + + def error(self, message: str, *args: Any) -> None: + captured.setdefault("error", []).append((message, args)) + + class FakeLogger: + def bind(self, **kwargs: Any) -> FakeBoundLogger: + captured["bind"] = kwargs + return FakeBoundLogger() + + def fake_create_deep_agent(*, model: Any, tools: list[Any], system_prompt: str) -> RunnableLambda: + captured["model"] = model + captured["tools"] = tools + captured["system_prompt"] = system_prompt + return RunnableLambda(lambda state: {"messages": [SimpleNamespace(content=state["messages"][-1]["content"])]}) + + fake_module = ModuleType("deepagents") + fake_module.__dict__["create_deep_agent"] = fake_create_deep_agent + + monkeypatch.setitem(sys.modules, "deepagents", fake_module) + monkeypatch.setattr(deepagents_dashscope, "logger", FakeLogger()) + monkeypatch.setattr(deepagents_dashscope, "_build_chat_model", lambda _logger: "fake-chat-model") + + context = LangchainRunContext( + session_id="session-deepagents", + tape_name="tape-deepagents", + run_id="langchain-root", + ) + runnable, invoke_input = deepagents_dashscope.dashscope_deep_agent( + tools=[], + system_prompt="system prompt", + prompt="hello deepagents", + langchain_context=context, + ) + + assert captured["bind"] == { + "session_id": "session-deepagents", + "tape_name": "tape-deepagents", + "langchain_run_id": "langchain-root", + } + assert captured["model"] == "fake-chat-model" + assert captured["system_prompt"] == "system prompt" + assert invoke_input == {"messages": [{"role": "user", "content": "hello deepagents"}]} + assert runnable.invoke(invoke_input) == "hello deepagents" + weather_tool = captured["tools"][0] + assert weather_tool("Shanghai") == "It's always sunny in Shanghai!" + assert any( + message == "Building DeepAgents DashScope runnable tool_count={} prompt_chars={}" + for message, _ in captured["info"] + ) + assert any(message == "Created DeepAgents agent bubbled_tools={}" for message, _ in captured["info"]) diff --git a/contrib/bubseek-langchain/tests/test_langgraph.py b/contrib/bubseek-langchain/tests/test_langgraph.py new file mode 100644 index 0000000..008a78a --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_langgraph.py @@ -0,0 +1,66 @@ +from __future__ import annotations + +import asyncio +import importlib +import sys +import textwrap +from pathlib import Path +from typing import Any + +import pytest +from bubseek_langchain.plugin import LangchainPlugin + +pytest.importorskip("langgraph") + + +class _Framework: + def get_system_prompt(self, prompt: str | list[dict[str, Any]], state: dict[str, Any]) -> str: + return "system prompt" + + +def _write_module(tmp_path: Path, module_name: str, source: str) -> None: + (tmp_path / f"{module_name}.py").write_text(textwrap.dedent(source), encoding="utf-8") + sys.modules.pop(module_name, None) + importlib.invalidate_caches() + + +def test_run_model_with_langgraph_factory(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_langgraph_factory:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + + _write_module( + tmp_path, + "lc_langgraph_factory", + """ + from langchain_core.runnables import RunnableLambda + from langgraph.graph import START, StateGraph + from typing_extensions import TypedDict + + from bubseek_langchain.bridge import extract_prompt_text + + + class GraphState(TypedDict): + text: str + answer: str + + + def run_node(state: GraphState) -> dict[str, str]: + return {"answer": f"LG:{state['text']}"} + + + def factory(*, prompt, **kwargs): + graph = StateGraph(GraphState) + graph.add_node("run", run_node) + graph.add_edge(START, "run") + runnable = graph.compile() | RunnableLambda(lambda state: state["answer"]) + return runnable, {"text": extract_prompt_text(prompt)} + """, + ) + + plugin = LangchainPlugin(_Framework()) + result = asyncio.run(plugin.run_model("hello langgraph", session_id="session-langgraph", state={})) + + assert result == "LG:hello langgraph" diff --git a/contrib/bubseek-langchain/tests/test_minimal_example.py b/contrib/bubseek-langchain/tests/test_minimal_example.py new file mode 100644 index 0000000..88314ee --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_minimal_example.py @@ -0,0 +1,29 @@ +from __future__ import annotations + +import asyncio +import importlib.util + +import pytest +from bubseek_langchain.plugin import LangchainPlugin + +pytestmark = pytest.mark.skipif( + importlib.util.find_spec("langchain_core") is None, + reason="langchain_core is not installed in the root test environment", +) + + +class _Framework: + def get_system_prompt(self, prompt: str | list[dict[str, str]], state: dict[str, str]) -> str: + return "You are a helpful assistant" + + +def test_minimal_runnable_factory_works_through_plugin(monkeypatch: pytest.MonkeyPatch) -> None: + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "examples.langchain.minimal_runnable:minimal_lc_agent") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + + plugin = LangchainPlugin(_Framework()) + result = asyncio.run(plugin.run_model("hello from minimal", session_id="session-minimal", state={})) + + assert result == "[minimal_lc_agent] hello from minimal\nSystem: You are a helpful assistant" diff --git a/contrib/bubseek-langchain/tests/test_normalize.py b/contrib/bubseek-langchain/tests/test_normalize.py new file mode 100644 index 0000000..c8c1bb7 --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_normalize.py @@ -0,0 +1,24 @@ +from __future__ import annotations + +from types import SimpleNamespace + +from bubseek_langchain.normalize import normalize_langchain_output + + +def test_normalize_str() -> None: + assert normalize_langchain_output("hello") == "hello" + + +def test_normalize_message_like_object() -> None: + message = SimpleNamespace(content="hello") + assert normalize_langchain_output(message) == "hello" + + +def test_normalize_dict_messages() -> None: + payload = { + "messages": [ + {"content": "alpha"}, + {"content": [{"text": "beta"}]}, + ] + } + assert normalize_langchain_output(payload) == "alpha\nbeta" diff --git a/contrib/bubseek-langchain/tests/test_plugin.py b/contrib/bubseek-langchain/tests/test_plugin.py new file mode 100644 index 0000000..b389a29 --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_plugin.py @@ -0,0 +1,432 @@ +from __future__ import annotations + +import asyncio +import importlib +import sys +import textwrap +from contextlib import asynccontextmanager +from dataclasses import dataclass, field +from pathlib import Path +from types import SimpleNamespace +from typing import Any + +import bubseek_langchain.tools as langchain_tools_module +import pytest +from bubseek_langchain.plugin import LangchainPlugin +from bubseek_langchain.tape_recorder import LangchainTapeCallbackHandler +from langchain_core.callbacks.manager import AsyncCallbackManager +from republic import StreamEvent as RepublicStreamEvent +from republic import TapeContext, TapeEntry, Tool + +pytest.importorskip("langchain_core") + + +class _Framework: + def get_system_prompt(self, prompt: str | list[dict[str, Any]], state: dict[str, Any]) -> str: + return "system prompt" + + +@dataclass +class _RecordingTape: + name: str = "tape-x" + context: TapeContext = field(default_factory=lambda: TapeContext(state={})) + entries: list[TapeEntry] = field(default_factory=list) + + async def append_async(self, entry: TapeEntry) -> None: + self.entries.append(entry) + + +class _RecordingTapes: + def __init__(self, tape: _RecordingTape) -> None: + self._tape = tape + self.ensure_bootstrap_calls = 0 + self.merge_back_values: list[bool] = [] + + def session_tape(self, session_id: str, workspace: Path) -> _RecordingTape: + return self._tape + + async def ensure_bootstrap_anchor(self, tape_name: str) -> None: + self.ensure_bootstrap_calls += 1 + + @asynccontextmanager + async def fork_tape(self, tape_name: str, merge_back: bool = True): + self.merge_back_values.append(merge_back) + yield + + +def _write_module(tmp_path: Path, module_name: str, source: str) -> None: + (tmp_path / f"{module_name}.py").write_text(textwrap.dedent(source), encoding="utf-8") + sys.modules.pop(module_name, None) + importlib.invalidate_caches() + + +def _import_module(module_name: str): + return importlib.import_module(module_name) + + +def test_disabled_returns_none(monkeypatch: pytest.MonkeyPatch) -> None: + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "") + plugin = LangchainPlugin(_Framework()) + + result = asyncio.run(plugin.run_model("hello", session_id="session-1", state={})) + + assert result is None + + +def test_comma_command_skips(monkeypatch: pytest.MonkeyPatch) -> None: + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "builtins:str") + plugin = LangchainPlugin(_Framework()) + + result = asyncio.run(plugin.run_model(",help", session_id="session-1", state={})) + + assert result is None + + +def test_runnable_missing_factory_raises(monkeypatch: pytest.MonkeyPatch) -> None: + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "") + plugin = LangchainPlugin(_Framework()) + + with pytest.raises(ValueError, match="BUB_LANGCHAIN_FACTORY"): + asyncio.run(plugin.run_model("hello", session_id="session-1", state={})) + + +def test_runnable_mode_echo(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_inline_factory:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "true") + + _write_module( + tmp_path, + "lc_inline_factory", + """ + from langchain_core.runnables import RunnableLambda + + calls = [] + + async def _run(text, config=None, **kwargs): + calls.append((text, config)) + return f"ECHO:{text}" + + def factory(*, tools, system_prompt, **kwargs): + assert tools == [] + assert system_prompt == "system prompt" + assert kwargs["session_id"] == "session-1" + assert kwargs["langchain_context"].session_id == "session-1" + return RunnableLambda(lambda x: x, afunc=_run) + """, + ) + + tape = _RecordingTape() + tapes = _RecordingTapes(tape) + runtime_agent = SimpleNamespace(tapes=tapes) + + plugin = LangchainPlugin(_Framework()) + result = asyncio.run( + plugin.run_model( + "ping", + session_id="session-1", + state={"_runtime_agent": runtime_agent, "_runtime_workspace": str(tmp_path)}, + ) + ) + + module = _import_module("lc_inline_factory") + assert result == "ECHO:ping" + assert len(module.calls) == 1 + text, config = module.calls[0] + assert text == "ping" + assert isinstance(config, dict) + callbacks = config["callbacks"] + assert isinstance(callbacks, AsyncCallbackManager) + assert config["metadata"]["session_id"] == "session-1" + assert config["metadata"]["tape_name"] == "tape-x" + assert "bubseek-langchain" in config["tags"] + assert len(tape.entries) == 4 + assert [entry.kind for entry in tape.entries] == ["message", "event", "event", "message"] + assert [entry.payload.get("name") for entry in tape.entries if entry.kind == "event"] == [ + "langchain.chain.start", + "langchain.chain.end", + ] + assert tapes.ensure_bootstrap_calls == 1 + assert tapes.merge_back_values == [True] + + +def test_missing_runtime_agent_without_tape(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_no_tape:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + + _write_module( + tmp_path, + "lc_no_tape", + """ + from langchain_core.runnables import RunnableLambda + + async def _run(text): + return f"NO_TAPE:{text}" + + def factory(**kwargs): + return RunnableLambda(lambda x: x, afunc=_run) + """, + ) + + plugin = LangchainPlugin(_Framework()) + result = asyncio.run(plugin.run_model("hello", session_id="session-2", state={})) + + assert result == "NO_TAPE:hello" + + +def test_include_bub_tools_passes_registry_tools_to_factory(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_with_tools:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "true") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + monkeypatch.setattr( + langchain_tools_module, + "REGISTRY", + { + "sample.tool": Tool( + name="sample.tool", + description="Sample tool", + parameters={ + "type": "object", + "properties": {"value": {"type": "string"}}, + "required": ["value"], + "additionalProperties": False, + }, + handler=lambda value: f"ok:{value}", + ), + "context.tool": Tool( + name="context.tool", + description="Context tool", + parameters={ + "type": "object", + "properties": {"value": {"type": "string"}}, + "required": ["value"], + "additionalProperties": False, + }, + handler=lambda value, *, context: f"{context.run_id}:{value}", + context=True, + ), + }, + ) + + _write_module( + tmp_path, + "lc_with_tools", + """ + from langchain_core.runnables import RunnableLambda + + seen = {} + + async def _run(text): + return f"TOOLS:{text}" + + def factory(*, tools, **kwargs): + seen["tool_names"] = [tool.name for tool in tools] + seen["tool_count"] = len(tools) + seen["schemas"] = [tool.args_schema for tool in tools] + return RunnableLambda(lambda x: x, afunc=_run) + """, + ) + + plugin = LangchainPlugin(_Framework()) + result = asyncio.run(plugin.run_model("hello", session_id="session-tools", state={})) + + module = _import_module("lc_with_tools") + assert result == "TOOLS:hello" + assert module.seen["tool_count"] == 2 + assert module.seen["tool_names"] == ["sample_tool", "context_tool"] + assert module.seen["schemas"][0]["properties"]["value"]["type"] == "string" + + +def test_factory_tuple_overrides_invoke_input(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_tuple_factory:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + + _write_module( + tmp_path, + "lc_tuple_factory", + """ + from langchain_core.runnables import RunnableLambda + + seen = [] + + async def _run(value): + seen.append(value) + return f"DICT:{value['text']}" + + def factory(*, prompt, **kwargs): + text = "\\n".join(part["text"] for part in prompt if part.get("type") == "text") + return RunnableLambda(lambda x: x, afunc=_run), {"text": text, "raw": prompt} + """, + ) + + plugin = LangchainPlugin(_Framework()) + prompt = [{"type": "text", "text": "hello"}, {"type": "image_url", "image_url": {"url": "data:image/png,..."}}] + result = asyncio.run(plugin.run_model(prompt, session_id="session-3", state={})) + + module = _import_module("lc_tuple_factory") + assert result == "DICT:hello" + assert module.seen == [{"text": "hello", "raw": prompt}] + + +def test_run_model_stream_uses_runnable_astream(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_stream_factory:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "false") + + _write_module( + tmp_path, + "lc_stream_factory", + """ + from langchain_core.runnables import RunnableLambda + + async def _stream(_text, config=None, **kwargs): + yield "alpha" + yield "beta" + + def factory(**kwargs): + return RunnableLambda(lambda x: x, afunc=_stream) + """, + ) + + plugin = LangchainPlugin(_Framework()) + stream = asyncio.run(plugin.run_model_stream("hello", session_id="session-4", state={})) + + assert stream is not None + events = asyncio.run(_collect_events(stream)) + assert [(event.kind, event.data) for event in events] == [ + ("text", {"delta": "alpha"}), + ("text", {"delta": "beta"}), + ("final", {"text": "alphabeta", "ok": True}), + ] + + +def test_run_model_stream_falls_back_to_ainvoke_once(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None: + monkeypatch.syspath_prepend(str(tmp_path)) + monkeypatch.setenv("BUB_LANGCHAIN_MODE", "runnable") + monkeypatch.setenv("BUB_LANGCHAIN_FACTORY", "lc_fallback_factory:factory") + monkeypatch.setenv("BUB_LANGCHAIN_INCLUDE_BUB_TOOLS", "false") + monkeypatch.setenv("BUB_LANGCHAIN_TAPE", "true") + + _write_module( + tmp_path, + "lc_fallback_factory", + """ + builds = [] + seen_configs = [] + seen_contexts = [] + + class PlainRunnable: + def invoke(self, text, config=None): + return f"SYNC:{text}" + + async def ainvoke(self, text, config=None): + seen_configs.append(config) + callbacks = (config or {}).get("callbacks", []) + for callback in callbacks: + await callback.on_chain_start( + {"name": "deep_agent"}, + {"input": text}, + run_id="chain-1", + ) + for callback in callbacks: + await callback.on_tool_start( + {"name": "plain_tool"}, + '{"text": "%s"}' % text, + run_id="tool-1", + parent_run_id="chain-1", + ) + for callback in callbacks: + await callback.on_tool_end({"ok": text}, run_id="tool-1", parent_run_id="chain-1") + for callback in callbacks: + await callback.on_chain_end( + {"output": text}, + run_id="chain-1", + ) + return f"FALLBACK:{text}" + + def factory(**kwargs): + builds.append(kwargs["session_id"]) + seen_contexts.append(kwargs["langchain_context"]) + return PlainRunnable() + """, + ) + + tape = _RecordingTape() + tapes = _RecordingTapes(tape) + runtime_agent = SimpleNamespace(tapes=tapes) + + plugin = LangchainPlugin(_Framework()) + stream = asyncio.run( + plugin.run_model_stream( + "hello", + session_id="session-5", + state={"_runtime_agent": runtime_agent, "_runtime_workspace": str(tmp_path)}, + ) + ) + + assert stream is not None + events = asyncio.run(_collect_events(stream)) + + module = _import_module("lc_fallback_factory") + assert [(event.kind, event.data) for event in events] == [ + ("text", {"delta": "FALLBACK:hello"}), + ("final", {"text": "FALLBACK:hello", "ok": True}), + ] + assert module.builds == ["session-5"] + assert module.seen_contexts[0].session_id == "session-5" + assert len(module.seen_configs) == 1 + assert [entry.kind for entry in tape.entries] == [ + "message", + "event", + "tool_call", + "tool_result", + "event", + "message", + ] + assert [entry.payload.get("name") for entry in tape.entries if entry.kind == "event"] == [ + "langchain.chain.start", + "langchain.chain.end", + ] + assert all(entry.meta["session_id"] == "session-5" for entry in tape.entries[1:5]) + assert all(entry.meta["tape_name"] == "tape-x" for entry in tape.entries[1:5]) + assert module.seen_configs[0]["metadata"]["langchain_run_id"].startswith("langchain-") + assert tapes.ensure_bootstrap_calls == 1 + assert tapes.merge_back_values == [True] + + +def test_tape_recorder_records_tool_error() -> None: + tape = _RecordingTape() + handler = LangchainTapeCallbackHandler( + tape, + session_id="session-err", + tape_name="tape-err", + root_run_id="langchain-root", + ) + + asyncio.run(handler.on_tool_error(RuntimeError("boom"), run_id="run-1")) + + assert len(tape.entries) == 1 + entry = tape.entries[0] + assert entry.kind == "tool_result" + assert entry.payload["results"] == [{"error": "boom"}] + assert entry.meta["session_id"] == "session-err" + assert entry.meta["tape_name"] == "tape-err" + assert entry.meta["langchain_run_id"] == "langchain-root" + + +async def _collect_events(stream) -> list[RepublicStreamEvent]: + return [event async for event in stream] diff --git a/contrib/bubseek-langchain/tests/test_tools.py b/contrib/bubseek-langchain/tests/test_tools.py new file mode 100644 index 0000000..61205ed --- /dev/null +++ b/contrib/bubseek-langchain/tests/test_tools.py @@ -0,0 +1,132 @@ +from __future__ import annotations + +import asyncio + +from bubseek_langchain.tools import bub_tool_to_langchain +from langchain_core.utils.function_calling import convert_to_openai_tool +from republic import Tool, ToolContext + + +def test_bub_tool_to_langchain_preserves_nested_json_schema() -> None: + parameters = { + "type": "object", + "properties": { + "query": { + "type": "string", + "minLength": 1, + }, + "filters": { + "type": "object", + "properties": { + "mode": { + "type": "string", + "enum": ["and", "or"], + }, + "tags": { + "type": "array", + "items": {"type": "string"}, + "minItems": 1, + }, + }, + "required": ["mode", "tags"], + "additionalProperties": False, + }, + }, + "required": ["query", "filters"], + "additionalProperties": False, + } + bub_tool = Tool( + name="search-docs", + description="Search docs", + parameters=parameters, + handler=lambda **kwargs: kwargs, + ) + + langchain_tool = bub_tool_to_langchain( + bub_tool, + tool_context=ToolContext(tape=None, run_id="run-1", state={}), + ) + + assert isinstance(langchain_tool.args_schema, dict) + assert langchain_tool.tool_call_schema["properties"]["filters"]["properties"]["mode"]["enum"] == ["and", "or"] + assert langchain_tool.tool_call_schema["properties"]["filters"]["properties"]["tags"]["items"] == {"type": "string"} + + +def test_bub_tool_to_langchain_passes_context_to_handler() -> None: + seen: dict[str, object] = {} + + def handler(value: str, *, context: ToolContext) -> str: + seen["value"] = value + seen["context"] = context + return f"ok:{value}" + + bub_tool = Tool( + name="sample.tool", + description="Sample tool", + parameters={ + "type": "object", + "properties": {"value": {"type": "string"}}, + "required": ["value"], + "additionalProperties": False, + }, + handler=handler, + context=True, + ) + tool_context = ToolContext(tape="tape-x", run_id="run-1", state={"x": 1}) + + langchain_tool = bub_tool_to_langchain(bub_tool, tool_context=tool_context) + result = asyncio.run(langchain_tool.ainvoke({"value": "hi"})) + + assert result == "ok:hi" + assert seen == { + "value": "hi", + "context": tool_context, + } + + +def test_bub_tool_to_langchain_normalizes_nested_defs_schema() -> None: + parameters = { + "type": "object", + "properties": { + "message": { + "$defs": { + "OutgoingMedia": { + "type": "object", + "properties": { + "media_type": {"type": "string", "enum": ["image", "video", "file"]}, + "file_path": {"type": "string"}, + }, + "required": ["media_type", "file_path"], + } + }, + "type": "object", + "properties": { + "text": {"type": "string"}, + "media": { + "anyOf": [ + {"$ref": "#/$defs/OutgoingMedia"}, + {"type": "null"}, + ] + }, + }, + "required": ["text"], + } + }, + "required": ["message"], + } + bub_tool = Tool( + name="wechat", + description="Send a WeChat message", + parameters=parameters, + handler=lambda **kwargs: kwargs, + ) + + langchain_tool = bub_tool_to_langchain( + bub_tool, + tool_context=ToolContext(tape=None, run_id="run-1", state={}), + ) + openai_tool = convert_to_openai_tool(langchain_tool) + + media_schema = openai_tool["function"]["parameters"]["properties"]["message"]["properties"]["media"]["anyOf"][0] + assert media_schema["properties"]["media_type"]["enum"] == ["image", "video", "file"] + assert media_schema["properties"]["file_path"]["type"] == "string" diff --git a/examples/__init__.py b/examples/__init__.py new file mode 100644 index 0000000..fb8a350 --- /dev/null +++ b/examples/__init__.py @@ -0,0 +1 @@ +"""Repository-level examples for Bubseek integrations.""" diff --git a/examples/langchain/README.md b/examples/langchain/README.md new file mode 100644 index 0000000..42428e3 --- /dev/null +++ b/examples/langchain/README.md @@ -0,0 +1,84 @@ +# LangChain Examples + +These are repository-level factories for `bubseek-langchain`. + +They are loaded through `BUB_LANGCHAIN_FACTORY`, not imported from the plugin package itself. + +## Prerequisites + +From the repo root: + +```bash +uv sync --extra langchain +``` + +For the DashScope DeepAgents example, install the extra runtime deps if they are not already present: + +```bash +uv pip install -e 'contrib/bubseek-langchain[deepagents]' +``` + +## Minimal Runnable + +Factory path: + +```bash +examples.langchain.minimal_runnable:minimal_lc_agent +``` + +Enable it: + +```bash +export BUB_LANGCHAIN_MODE=runnable +export BUB_LANGCHAIN_FACTORY=examples.langchain.minimal_runnable:minimal_lc_agent +``` + +Run it: + +```bash +uv run bub chat +uv run bub run "Summarize this workspace in one sentence." +``` + +## DeepAgents + DashScope + +Factory path: + +```bash +examples.langchain.deepagents_dashscope:dashscope_deep_agent +``` + +Enable it: + +```bash +export BUB_LANGCHAIN_MODE=runnable +export BUB_LANGCHAIN_FACTORY=examples.langchain.deepagents_dashscope:dashscope_deep_agent +export BUB_MODEL=openai:glm-5.1 +export BUB_API_KEY=your-dashscope-api-key +export BUB_API_BASE=https://dashscope.aliyuncs.com/compatible-mode/v1 +``` + +Optional explicit overrides for the example: + +```bash +export BUB_DEEPAGENTS_MODEL=glm-5.1 +export BUB_DEEPAGENTS_API_KEY=your-dashscope-api-key +export BUB_DEEPAGENTS_API_BASE=https://dashscope.aliyuncs.com/compatible-mode/v1 +``` + +Run it: + +```bash +uv run bub chat +uv run bub gateway --enable-channel marimo +``` + +This example includes: + +```python +def get_weather(city: str) -> str: + """Get weather for a given city.""" + return f"It's always sunny in {city}!" +``` + +If `BUB_LANGCHAIN_INCLUDE_BUB_TOOLS=true`, the DeepAgents example also appends Bub-bridged tools to its tool list. diff --git a/examples/langchain/__init__.py b/examples/langchain/__init__.py new file mode 100644 index 0000000..558318d --- /dev/null +++ b/examples/langchain/__init__.py @@ -0,0 +1 @@ +"""Repository-level examples for Bubseek LangChain integration.""" diff --git a/examples/langchain/deepagents_dashscope.py b/examples/langchain/deepagents_dashscope.py new file mode 100644 index 0000000..cc8048d --- /dev/null +++ b/examples/langchain/deepagents_dashscope.py @@ -0,0 +1,123 @@ +from __future__ import annotations + +import importlib +import os +from functools import wraps +from typing import Any + +from bubseek_langchain.bridge import LangchainRunContext, extract_prompt_text +from loguru import logger + +DEFAULT_DASHSCOPE_BASE_URL = "https://dashscope.aliyuncs.com/compatible-mode/v1" +DEFAULT_DEEPAGENTS_MODEL = "glm-5.1" + + +class DashScopeExampleError(RuntimeError): + """Base error for the DashScope deepagents example.""" + + +class MissingDashScopeEnvError(DashScopeExampleError): + """Raised when a required DashScope environment variable is missing.""" + + def __init__(self, name: str) -> None: + super().__init__(f"{name} is required for the DashScope deepagents example") + + +class MissingLangChainOpenAIError(DashScopeExampleError): + """Raised when langchain-openai is not installed.""" + + def __init__(self) -> None: + super().__init__( + "langchain-openai is required for the DashScope deepagents example. Install the langchain extra first." + ) + + +def get_weather(city: str) -> str: + """Get weather for a given city.""" + return f"It's always sunny in {city}!" + + +def _bind_logger(langchain_context: LangchainRunContext | None): + if langchain_context is None: + return logger + return logger.bind(**langchain_context.as_logger_extra()) + + +def _require_env(name: str, *, default: str | None = None) -> str: + value = os.getenv(name, default) + if value and value.strip(): + return value.strip() + raise MissingDashScopeEnvError(name) + + +def _resolve_deepagents_model() -> str: + configured_model = os.getenv("BUB_DEEPAGENTS_MODEL") or os.getenv("BUB_MODEL", DEFAULT_DEEPAGENTS_MODEL) + model = configured_model.strip() + if ":" in model: + _, resolved_model = model.split(":", 1) + return resolved_model.strip() + return model + + +def _build_chat_model(bound_logger: Any | None = None) -> Any: + active_logger = bound_logger or _bind_logger(None) + try: + module = importlib.import_module("langchain_openai") + except ModuleNotFoundError as exc: + active_logger.exception("DashScope example missing dependency langchain_openai") + raise MissingLangChainOpenAIError from exc + + chat_openai_cls: Any = module.ChatOpenAI + model_name = _resolve_deepagents_model() + base_url = os.getenv("BUB_DEEPAGENTS_API_BASE") or os.getenv("BUB_API_BASE", DEFAULT_DASHSCOPE_BASE_URL) + active_logger.info("Building DashScope chat model model={} base_url={}", model_name, base_url) + chat_model_kwargs: dict[str, Any] = { + "model": model_name, + "api_key": os.getenv("BUB_DEEPAGENTS_API_KEY") or _require_env("BUB_API_KEY"), + "base_url": base_url, + "temperature": 0, + } + + return chat_openai_cls(**chat_model_kwargs) + + +def _build_weather_tool(bound_logger: Any): + @wraps(get_weather) + def logged_weather(city: str) -> str: + bound_logger.info("DeepAgents weather tool called city={}", city) + return get_weather(city) + + return logged_weather + + +def dashscope_deep_agent( + *, + tools: list[Any] | None = None, + system_prompt: str = "", + prompt: str | list[dict[str, Any]], + langchain_context: LangchainRunContext | None = None, + **_: Any, +) -> tuple[Any, dict[str, list[dict[str, str]]]]: + """Build a DeepAgents runnable backed by DashScope's OpenAI-compatible API.""" + + from deepagents import create_deep_agent + from langchain_core.runnables import RunnableLambda + + bound_logger = _bind_logger(langchain_context) + prompt_text = extract_prompt_text(prompt) + bound_logger.info( + "Building DeepAgents DashScope runnable tool_count={} prompt_chars={}", + len(tools or []), + len(prompt_text), + ) + + agent = create_deep_agent( + model=_build_chat_model(bound_logger), + tools=[_build_weather_tool(bound_logger), *(tools or [])], + system_prompt=system_prompt or "You are a helpful assistant", + ) + bound_logger.info("Created DeepAgents agent bubbled_tools={}", len(tools or [])) + runnable = agent | RunnableLambda(lambda state: state["messages"][-1].content) + invoke_input = {"messages": [{"role": "user", "content": prompt_text}]} + bound_logger.debug("Prepared DeepAgents invoke input message_count={}", len(invoke_input["messages"])) + return runnable, invoke_input diff --git a/examples/langchain/minimal_runnable.py b/examples/langchain/minimal_runnable.py new file mode 100644 index 0000000..fba1ab0 --- /dev/null +++ b/examples/langchain/minimal_runnable.py @@ -0,0 +1,42 @@ +from __future__ import annotations + +from typing import Any + +from langchain_core.runnables import RunnableLambda + + +def _extract_prompt_text(prompt: str | list[dict[str, Any]]) -> str: + if isinstance(prompt, str): + return prompt + + texts: list[str] = [] + for part in prompt: + if not isinstance(part, dict): + continue + if part.get("type") != "text": + continue + text = part.get("text") + if isinstance(text, str) and text.strip(): + texts.append(text) + return "\n".join(texts).strip() + + +def minimal_lc_agent( + *, + tools: list[Any] | None = None, + system_prompt: str = "", + prompt: str | list[dict[str, Any]], + **_: Any, +) -> tuple[RunnableLambda, str]: + """Return a minimal Runnable showing how Bub injects tools and prompt context.""" + + tool_names = [getattr(tool, "name", "tool") for tool in tools or []] + prompt_prefix = system_prompt.strip().splitlines()[0] if system_prompt.strip() else "No system prompt" + + def _run(text: str) -> str: + summary = f"[minimal_lc_agent] {text.strip()}" + if tool_names: + return f"{summary}\nTools: {', '.join(tool_names)}\nSystem: {prompt_prefix}" + return f"{summary}\nSystem: {prompt_prefix}" + + return RunnableLambda(_run), _extract_prompt_text(prompt) diff --git a/pyproject.toml b/pyproject.toml index 1d6a9c0..e438c77 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,6 +35,13 @@ dependencies = [ "bubseek-marimo", ] +[project.optional-dependencies] +langchain = [ + "bubseek-langchain", + "deepagents>=0.5.3", + "langchain-openai>=0.3.0", +] + [project.urls] 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