diff --git a/.github/workflows/langchain-interpreter.yml b/.github/workflows/langchain-interpreter.yml new file mode 100644 index 0000000..1acba4b --- /dev/null +++ b/.github/workflows/langchain-interpreter.yml @@ -0,0 +1,89 @@ +name: LangChain Interpreter CI + +on: + push: + branches: [main, dev] + paths: + - "langchain-interpreter/**" + - ".github/workflows/langchain-interpreter.yml" + pull_request: + branches: [main, dev] + paths: + - "langchain-interpreter/**" + - ".github/workflows/langchain-interpreter.yml" + +jobs: + test: + runs-on: ubuntu-latest + defaults: + run: + working-directory: langchain-interpreter + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v5 + with: + enable-cache: true + + - name: Install dependencies + run: uv sync --dev + + - name: Run tests + run: uv run pytest + + - name: Lint with ruff + run: uv run ruff check . + + docker: + runs-on: ubuntu-latest + needs: test + if: github.event_name == 'push' && github.ref == 'refs/heads/main' + permissions: + packages: write + defaults: + run: + working-directory: langchain-interpreter + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Login to GHCR + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Determine image name + id: meta + env: + OWNER: ${{ github.repository_owner }} + run: | + # GHCR requires lowercase repository names + OWNER_LOWER=$(echo "$OWNER" | tr '[:upper:]' '[:lower:]') + echo "image_name=ghcr.io/$OWNER_LOWER/afm-langchain-interpreter" >> $GITHUB_OUTPUT + + - name: Build and push Docker image + uses: docker/build-push-action@v5 + with: + context: langchain-interpreter + push: true + platforms: linux/amd64,linux/arm64 + tags: | + ${{ steps.meta.outputs.image_name }}:latest + ${{ steps.meta.outputs.image_name }}:${{ github.sha }} + labels: | + org.opencontainers.image.source=https://github.com/${{ github.repository }} + org.opencontainers.image.revision=${{ github.sha }} + org.opencontainers.image.title=AFM LangChain Interpreter + org.opencontainers.image.licenses=Apache-2.0 + annotations: | + index:org.opencontainers.image.source=https://github.com/${{ github.repository }} + index:org.opencontainers.image.licenses=Apache-2.0 diff --git a/.github/workflows/release-common.yml b/.github/workflows/release-common.yml index 393d59d..848c655 100644 --- a/.github/workflows/release-common.yml +++ b/.github/workflows/release-common.yml @@ -28,7 +28,7 @@ on: env: # Allowed implementations - update this list when adding new implementations - ALLOWED_IMPLEMENTATIONS: ballerina-interpreter + ALLOWED_IMPLEMENTATIONS: ballerina-interpreter langchain-interpreter jobs: release: @@ -84,6 +84,21 @@ jobs: bal build bal test + - name: Install uv + if: inputs.implementation == 'langchain-interpreter' + uses: astral-sh/setup-uv@v5 + with: + enable-cache: true + + - name: Build and test (Python) + if: inputs.implementation == 'langchain-interpreter' + env: + IMPLEMENTATION: ${{ inputs.implementation }} + working-directory: ${{ inputs.implementation }} + run: | + uv sync --dev + uv run pytest + - name: Create release branch env: IMPLEMENTATION: ${{ inputs.implementation }} diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index b0efbfe..17ccddf 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -9,6 +9,7 @@ on: type: choice options: - ballerina-interpreter + - langchain-interpreter branch: description: 'Branch to release from' required: false @@ -49,12 +50,22 @@ jobs: env: IMPLEMENTATION: ${{ inputs.implementation }} run: | - # Read version from Ballerina.toml (first match is package version) - RELEASE_VERSION=$(grep '^version = ' "$IMPLEMENTATION/Ballerina.toml" | head -1 | sed 's/version = "\(.*\)"/\1/') + # Determine version file + if [ -f "$IMPLEMENTATION/Ballerina.toml" ]; then + VERSION_FILE="$IMPLEMENTATION/Ballerina.toml" + elif [ -f "$IMPLEMENTATION/pyproject.toml" ]; then + VERSION_FILE="$IMPLEMENTATION/pyproject.toml" + else + echo "::error::No version file found for implementation: $IMPLEMENTATION" + exit 1 + fi + + # Read version (first match is package version) + RELEASE_VERSION=$(grep '^version = ' "$VERSION_FILE" | head -1 | sed 's/version = "\(.*\)"/\1/') # Validate version format if [[ ! "$RELEASE_VERSION" =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]; then - echo "::error::Version in Ballerina.toml must be in format X.Y.Z, got: $RELEASE_VERSION" + echo "::error::Version in $VERSION_FILE must be in format X.Y.Z, got: $RELEASE_VERSION" exit 1 fi @@ -120,7 +131,14 @@ jobs: git config user.name "github-actions[bot]" git config user.email "github-actions[bot]@users.noreply.github.com" git pull origin "$BRANCH" --rebase - sed -i "s/^version = \".*\"/version = \"$NEXT_VERSION\"/" "$IMPLEMENTATION/Ballerina.toml" - git add "$IMPLEMENTATION/Ballerina.toml" + # Determine version file + if [ -f "$IMPLEMENTATION/Ballerina.toml" ]; then + VERSION_FILE="$IMPLEMENTATION/Ballerina.toml" + elif [ -f "$IMPLEMENTATION/pyproject.toml" ]; then + VERSION_FILE="$IMPLEMENTATION/pyproject.toml" + fi + + sed -i "s/^version = \".*\"/version = \"$NEXT_VERSION\"/" "$VERSION_FILE" + git add "$VERSION_FILE" git commit -m "Bump $IMPLEMENTATION version to $NEXT_VERSION" git push origin "$BRANCH" diff --git a/README.md b/README.md index ab44fff..13bf3c5 100644 --- a/README.md +++ b/README.md @@ -7,13 +7,14 @@ Reference implementations for [Agent-Flavored Markdown (AFM)](https://wso2.githu | Implementation | Language/Framework | Status | |----------------|-------------------|--------| | [ballerina-interpreter](./ballerina-interpreter) | Ballerina | Active | -| langchain-interpreter | Python/LangChain | Planned | +| [langchain-interpreter](./langchain-interpreter) | Python/LangChain | Active | ## Repository Structure ``` reference-implementations-afm/ ├── ballerina-interpreter/ # Ballerina-based AFM interpreter +├── langchain-interpreter/ # LangChain-based AFM interpreter └── .github/workflows/ # CI/CD (path-filtered per implementation) ``` diff --git a/langchain-interpreter/.dockerignore b/langchain-interpreter/.dockerignore new file mode 100644 index 0000000..c5bd6bc --- /dev/null +++ b/langchain-interpreter/.dockerignore @@ -0,0 +1,12 @@ +.venv +.git +.github +__pycache__ +*.pyc +.pytest_cache +.coverage +htmlcov +.env +dist +build +*.egg-info diff --git a/langchain-interpreter/.gitignore b/langchain-interpreter/.gitignore new file mode 100644 index 0000000..e15106e --- /dev/null +++ b/langchain-interpreter/.gitignore @@ -0,0 +1,216 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[codz] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py.cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +# Pipfile.lock + +# UV +# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# uv.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +# poetry.lock +# poetry.toml + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. +# https://pdm-project.org/en/latest/usage/project/#working-with-version-control +# pdm.lock +# pdm.toml +.pdm-python +.pdm-build/ + +# pixi +# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control. +# pixi.lock +# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one +# in the .venv directory. It is recommended not to include this directory in version control. +.pixi + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# Redis +*.rdb +*.aof +*.pid + +# RabbitMQ +mnesia/ +rabbitmq/ +rabbitmq-data/ + +# ActiveMQ +activemq-data/ + +# SageMath parsed files +*.sage.py + +# Environments +.env +.envrc +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +# .idea/ + +# Abstra +# Abstra is an AI-powered process automation framework. +# Ignore directories containing user credentials, local state, and settings. +# Learn more at https://abstra.io/docs +.abstra/ + +# Visual Studio Code +# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore +# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore +# and can be added to the global gitignore or merged into this file. However, if you prefer, +# you could uncomment the following to ignore the entire vscode folder +# .vscode/ + +# Ruff stuff: +.ruff_cache/ + +# PyPI configuration file +.pypirc + +# Marimo +marimo/_static/ +marimo/_lsp/ +__marimo__/ + +# Streamlit +.streamlit/secrets.toml diff --git a/langchain-interpreter/.python-version b/langchain-interpreter/.python-version new file mode 100644 index 0000000..2c07333 --- /dev/null +++ b/langchain-interpreter/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/langchain-interpreter/Dockerfile b/langchain-interpreter/Dockerfile new file mode 100644 index 0000000..0ac7b8e --- /dev/null +++ b/langchain-interpreter/Dockerfile @@ -0,0 +1,46 @@ +# Stage 1: Builder +FROM python:3.13-alpine AS builder + +# Install uv for fast dependency management +COPY --from=ghcr.io/astral-sh/uv:0.10.0 /uv /uvx /bin/ + +# Set environment variables for uv and optimization +ENV UV_COMPILE_BYTECODE=1 +ENV UV_LINK_MODE=copy +ENV UV_NO_DEV=1 + +# Change the working directory to the `app` directory +WORKDIR /app + +# Install dependencies first (for better caching) +COPY uv.lock pyproject.toml ./ +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-install-project --no-editable + +# Copy the source code into the builder stage +COPY src/ ./src/ +COPY README.md ./ + +# Sync the project (installs the current project into the venv) +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --locked --no-editable + +# Stage 2: Final image +FROM python:3.13-alpine + +# Set working directory +WORKDIR /app + +# Copy the virtual environment from the builder stage +COPY --from=builder /app/.venv /app/.venv + +# Set environment variables +ENV PATH="/app/.venv/bin:$PATH" +ENV PYTHONUNBUFFERED=1 + +# Expose default port for web interfaces +EXPOSE 8000 + +# Entry point to run the afm CLI +ENTRYPOINT ["afm"] +CMD ["--help"] diff --git a/langchain-interpreter/LICENSE b/langchain-interpreter/LICENSE new file mode 100644 index 0000000..261eeb9 --- /dev/null +++ b/langchain-interpreter/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/langchain-interpreter/README.md b/langchain-interpreter/README.md new file mode 100644 index 0000000..b035275 --- /dev/null +++ b/langchain-interpreter/README.md @@ -0,0 +1,79 @@ +# AFM LangChain Interpreter + +A LangChain-based reference implementation of an interpreter for [Agent-Flavored Markdown (AFM)](https://github.com/wso2/agent-flavored-markdown) files. + +## Features + +- **Support for all interface types:** + - Console chat (interactive CLI) + - Web chat (HTTP API + optional UI) + - Webhook (WebSub-based event handling) +- **Multi-interface agents** - run multiple interfaces simultaneously +- **MCP support** for tools (Model Context Protocol) +- **Validation** - dry-run mode to validate AFM definitions + +## Prerequisites + +- [Python](https://www.python.org/) 3.12 or later. +- [uv](https://docs.astral.sh/uv/) for dependency management. +- [Docker](https://www.docker.com/) (optional, for running via containers). + +## Quick Start + +```bash +# Set your API Key +export OPENAI_API_KEY="your-api-key-here" + +# Run with an AFM file using uv +uv run afm path/to/agent.afm.md +``` + +## Configuration + +Configuration via environment variables or CLI options: + +- `OPENAI_API_KEY`, `ANTHROPIC_API_KEY`, etc. (Required based on provider) +- HTTP port can be set via `-p` or `--port` (default: 8000) + +## Running with Docker + +```bash +# Build the image +docker build -t afm-langchain-interpreter . + +# Run with an AFM file mounted and API key +docker run -v $(pwd)/path/to/agent.afm.md:/app/agent.afm.md \ + -e OPENAI_API_KEY=$OPENAI_API_KEY \ + -p 8000:8000 \ + afm-langchain-interpreter afm /app/agent.afm.md +``` + +## Testing + +```bash +uv run pytest +``` + +## Project Structure + +```text +langchain-interpreter/ +├── src/afm/ +│ ├── interfaces/ # Interface implementations (console, web, webhook) +│ ├── tools/ # Tool support (MCP server) +│ ├── resources/ # Static assets (web UI) +│ ├── agent.py # Core agent logic +│ ├── cli.py # CLI entry point +│ ├── parser.py # AFM file parsing +│ ├── models.py # Model configuration +│ ├── providers.py # LLM provider handling +│ └── templates.py # Prompt templates +├── tests/ # Unit and integration tests +├── Dockerfile # Container build +├── pyproject.toml # Python project configuration +└── uv.lock # Dependency lock file +``` + +## License + +Apache-2.0 diff --git a/langchain-interpreter/pyproject.toml b/langchain-interpreter/pyproject.toml new file mode 100644 index 0000000..0892eae --- /dev/null +++ b/langchain-interpreter/pyproject.toml @@ -0,0 +1,57 @@ +[project] +name = "afm" +version = "0.1.1" +description = "AFM (Agent-Flavored Markdown) interpreter using LangChain" +readme = "README.md" +classifiers = [ + "Development Status :: 3 - Alpha", + "Programming Language :: Python :: 3.11", +] +license = "Apache-2.0" +requires-python = ">=3.11" +urls = { Repository = "https://github.com/wso2/reference-implementations-afm" } +dependencies = [ + "langchain>=1.2.8", + "pyyaml>=6.0", + "pydantic>=2.0", + "langchain-openai>=1.1.7", + "langchain-anthropic>=1.3.1", + "jsonschema>=4.26.0", + "fastapi>=0.128.1", + "httpx>=0.28.1", + "uvicorn>=0.40.0", + "mcp>=1.26.0", + "langchain-mcp-adapters>=0.2.1", + "click>=8.0.0", + "textual>=2.1.0", +] + +[project.scripts] +afm = "afm.cli:main" + +[build-system] +requires = ["uv_build>=0.9.28,<0.10.0"] +build-backend = "uv_build" + +[tool.pytest.ini_options] +testpaths = ["tests"] +pythonpath = ["src"] +asyncio_mode = "auto" +asyncio_default_fixture_loop_scope = "function" + +[dependency-groups] +dev = [ + "ruff>=0.15.0", + "pytest>=8.0", + "pytest-cov>=7.0.0", + "pytest-asyncio>=1.3.0", + "textual-dev>=1.7.0", + "ty>=0.0.15", + "asgi-lifespan>=2.1.0", +] + +[tool.uv] +constraint-dependencies = [ + "wheel>=0.46.0", + "jaraco-context>=6.0.0", +] diff --git a/langchain-interpreter/src/afm/__init__.py b/langchain-interpreter/src/afm/__init__.py new file mode 100644 index 0000000..4a7c442 --- /dev/null +++ b/langchain-interpreter/src/afm/__init__.py @@ -0,0 +1,4 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +__version__ = "0.1.1" diff --git a/langchain-interpreter/src/afm/agent.py b/langchain-interpreter/src/afm/agent.py new file mode 100644 index 0000000..d0466a0 --- /dev/null +++ b/langchain-interpreter/src/afm/agent.py @@ -0,0 +1,294 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import json +import logging +from types import TracebackType +from typing import Any + +from langchain_core.language_models import BaseChatModel +from langchain_core.messages import AIMessage, HumanMessage, SystemMessage, ToolMessage +from langchain_core.tools import BaseTool + +from .exceptions import AgentError, InputValidationError, OutputValidationError +from .models import ( + AFMRecord, + Interface, + Signature, +) +from .providers import create_model_provider +from .schema_validator import ( + build_output_schema_instruction, + coerce_output_to_schema, + validate_input, +) +from .tools.mcp import MCPManager + +logger = logging.getLogger(__name__) + + +class Agent: + def __init__( + self, + afm: AFMRecord, + *, + model: BaseChatModel | None = None, + tools: list[BaseTool] | None = None, + ) -> None: + self._afm = afm + self._base_model = model or create_model_provider(afm.metadata.model) + self._model = self._base_model # Will be updated with tools when connected + self._sessions: dict[str, list[HumanMessage | AIMessage]] = {} + + # MCP management + self._mcp_manager = MCPManager.from_afm(afm) + self._external_tools = tools or [] + self._mcp_tools: list[BaseTool] = [] + self._connected = False + + # Cache the active interface for signature validation + self._interface = self._get_primary_interface() + self._signature = self._get_signature() + + async def __aenter__(self) -> "Agent": + await self.connect() + return self + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> None: + await self.disconnect() + + async def connect(self) -> None: + if self._connected: + return + + if self._mcp_manager is not None: + logger.info(f"Connecting to MCP servers: {self._mcp_manager.server_names}") + self._mcp_tools = await self._mcp_manager.get_tools() + logger.info(f"Loaded {len(self._mcp_tools)} MCP tools") + + # Bind tools to model if any are available + all_tools = self._get_all_tools() + if all_tools: + self._model = self._base_model.bind_tools(all_tools) + logger.info(f"Bound {len(all_tools)} tools to model") + + self._connected = True + + async def disconnect(self) -> None: + if not self._connected: + return + + # Clear MCP tools and reset model + self._mcp_tools = [] + self._model = self._base_model + self._connected = False + + if self._mcp_manager is not None: + self._mcp_manager.clear_cache() + logger.info("Disconnected from MCP servers") + + def _get_all_tools(self) -> list[BaseTool]: + + return self._external_tools + self._mcp_tools + + @property + def afm(self) -> AFMRecord: + return self._afm + + @property + def name(self) -> str: + return self._afm.metadata.name or "AFM Agent" + + @property + def description(self) -> str | None: + return self._afm.metadata.description + + @property + def system_prompt(self) -> str: + return f"""# Role + +{self._afm.role} + +# Instructions + +{self._afm.instructions}""" + + @property + def max_iterations(self) -> int | None: + return self._afm.metadata.max_iterations + + @property + def tools(self) -> list[BaseTool]: + return self._get_all_tools() + + @property + def signature(self) -> Signature: + return self._signature + + def _get_primary_interface(self) -> Interface | None: + interfaces = self._afm.metadata.interfaces + if interfaces and len(interfaces) > 0: + return interfaces[0] + return None + + def _get_signature(self) -> Signature: + if self._interface is not None: + return self._interface.signature + # Default: string input/output + return Signature() + + def _get_session_history(self, session_id: str) -> list[HumanMessage | AIMessage]: + if session_id not in self._sessions: + self._sessions[session_id] = [] + return self._sessions[session_id] + + def _prepare_input(self, input_data: str | dict[str, Any]) -> str: + input_schema = self._signature.input + + # Validate input + validate_input(input_data, input_schema) + + # Convert to string for the LLM + if isinstance(input_data, str): + return input_data + return json.dumps(input_data) + + def _build_messages( + self, + user_input: str, + session_history: list[HumanMessage | AIMessage], + ) -> list[SystemMessage | HumanMessage | AIMessage | ToolMessage]: + messages: list[SystemMessage | HumanMessage | AIMessage | ToolMessage] = [ + SystemMessage(content=self.system_prompt) + ] + + # Add conversation history + messages.extend(session_history) + + # Add the current user message + # If output schema is not string, append schema instructions + output_schema = self._signature.output + if output_schema.type != "string": + schema_instruction = build_output_schema_instruction(output_schema) + user_input = user_input + schema_instruction + + messages.append(HumanMessage(content=user_input)) + + return messages + + def _extract_response_content(self, response: Any) -> str: + if isinstance(response, AIMessage): + content = response.content + else: + content = str(response) + + if not isinstance(content, str): + content = str(content) + + return content + + async def arun( + self, + input_data: str | dict[str, Any], + *, + session_id: str = "default", + ) -> str | dict[str, Any]: + try: + # Prepare and validate input + user_input = self._prepare_input(input_data) + + # Get session history + session_history = self._get_session_history(session_id) + + # Save the original input for history before schema augmentation + original_input = user_input + + # Build messages + messages: list[Any] = self._build_messages(user_input, session_history) + + # Max iterations for tool use + max_iterations = ( + self.max_iterations if self.max_iterations is not None else 10 + ) + iterations = 0 + response = None + + # Main agent loop to handle tool calls + while iterations < max_iterations: + # Invoke the LLM asynchronously + response = await self._model.ainvoke(messages) + + # If no tool calls, we're done + if not response.tool_calls: + break + + # Add the assistant message (containing tool calls) to the conversation + messages.append(response) + + # Execute tool calls + for tool_call in response.tool_calls: + # Find the tool + tool_name = tool_call["name"] + tool = next((t for t in self.tools if t.name == tool_name), None) + + if tool is None: + tool_output = f"Error: Tool '{tool_name}' not found." + else: + try: + # Run the tool + tool_output = await tool.ainvoke(tool_call["args"]) + except Exception as e: + tool_output = f"Error executing tool '{tool_name}': {e}" + + # Add tool response to messages + messages.append( + ToolMessage( + content=str(tool_output), + tool_call_id=tool_call["id"], + ) + ) + + iterations += 1 + + if iterations >= max_iterations and response and response.tool_calls: + logger.warning( + f"Max iterations ({max_iterations}) reached with " + f"{len(response.tool_calls)} pending tool calls: " + f"{[tc['name'] for tc in response.tool_calls]}" + ) + + if response is None: + raise AgentError("No response from LLM") + + # Extract content from response + response_content = self._extract_response_content(response) + + # Validate and coerce output + output_schema = self._signature.output + result = coerce_output_to_schema(response_content, output_schema) + + # Update session history + session_history.append(HumanMessage(content=original_input)) + session_history.append(AIMessage(content=response_content)) + + return result + + except InputValidationError: + raise + except OutputValidationError: + raise + except Exception as e: + if isinstance(e, AgentError): + raise + raise AgentError(f"Agent execution failed: {e}") from e + + def clear_history(self, session_id: str = "default") -> None: + if session_id in self._sessions: + del self._sessions[session_id] diff --git a/langchain-interpreter/src/afm/cli.py b/langchain-interpreter/src/afm/cli.py new file mode 100644 index 0000000..5db5192 --- /dev/null +++ b/langchain-interpreter/src/afm/cli.py @@ -0,0 +1,551 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import asyncio +import logging +from contextlib import asynccontextmanager +from pathlib import Path +from typing import TYPE_CHECKING, Any, AsyncGenerator + +import click +import uvicorn +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware + +# Version is defined here to avoid circular import +__cli_version__ = "0.1.0" + +from .agent import Agent +from .exceptions import AFMError +from .interfaces.base import get_http_path, get_interfaces +from .interfaces.console_chat import async_run_console_chat +from .interfaces.web_chat import create_webchat_router +from .interfaces.webhook import ( + WebSubSubscriber, + create_webhook_router, + log_task_exception, + subscribe_with_retry, +) +from .models import ( + ConsoleChatInterface, + WebChatInterface, + WebhookInterface, +) +from .parser import parse_afm_file + +if TYPE_CHECKING: + from .models import AFMRecord + +logger = logging.getLogger(__name__) + + +def create_unified_app( + agent: Agent, + *, + webchat_interface: WebChatInterface | None = None, + webhook_interface: WebhookInterface | None = None, + cors_origins: list[str] | None = None, + startup_event: asyncio.Event | None = None, + host: str = "0.0.0.0", + port: int = 8000, +) -> FastAPI: + if webchat_interface is None and webhook_interface is None: + raise ValueError("At least one HTTP interface must be provided") + + # Set up WebSub subscriber if configured + websub_subscriber: WebSubSubscriber | None = None + secret: str | None = None + + if webhook_interface is not None: + subscription = webhook_interface.subscription + secret = subscription.secret + + if subscription.hub and subscription.topic: + webhook_path = get_http_path(webhook_interface) + + # Determine callback URL - use localhost for 0.0.0.0 since it's not externally routable + if subscription.callback: + callback_url = subscription.callback + else: + # Construct fallback callback URL from host/port + # Use localhost for 0.0.0.0 since it's not externally routable + if host == "0.0.0.0": + effective_host = "localhost" + else: + effective_host = host + callback_url = f"http://{effective_host}:{port}{webhook_path}" + logger.warning( + f"Using auto-generated WebSub callback URL: {callback_url}. " + "For production use, set subscription.callback explicitly in the AFM file." + ) + + websub_subscriber = WebSubSubscriber( + hub=subscription.hub, + topic=subscription.topic, + callback=callback_url, + secret=secret, + ) + + # Create lifespan for MCP connection management and WebSub + @asynccontextmanager + async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]: + # Connect MCP servers on startup + await agent.connect() + + # Startup: Subscribe to WebSub hub + if websub_subscriber: + # Run subscription in background + subscription_task = asyncio.create_task( + subscribe_with_retry(websub_subscriber) + ) + subscription_task.add_done_callback(log_task_exception) + app.state.subscription_task = subscription_task + + # Signal that startup is complete if an event was provided + if startup_event is not None: + startup_event.set() + yield + # Shutdown: Cancel pending subscription task + subscription_task = getattr(app.state, "subscription_task", None) + if subscription_task is not None and not subscription_task.done(): + subscription_task.cancel() + try: + await subscription_task + except asyncio.CancelledError: + pass + # Unsubscribe from WebSub hub if verified + if websub_subscriber and websub_subscriber.is_verified: + await websub_subscriber.unsubscribe() + + # Disconnect MCP servers on shutdown + await agent.disconnect() + + # Create main app + app = FastAPI( + title=agent.name, + description=agent.description or f"AFM Agent: {agent.name}", + version=agent.afm.metadata.version or "0.0.0", + lifespan=lifespan, + ) + + # Add CORS middleware if origins specified + if cors_origins: + app.add_middleware( + CORSMiddleware, + allow_origins=cors_origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) + + # Store agent reference + app.state.agent = agent + + # Determine paths for info endpoint + webchat_path = get_http_path(webchat_interface) if webchat_interface else None + webhook_path = get_http_path(webhook_interface) if webhook_interface else None + + @app.get("/") + async def root_info() -> dict[str, Any]: + """Get agent metadata.""" + return { + "name": agent.name, + "description": agent.description, + "version": agent.afm.metadata.version, + "interfaces": { + "webchat": webchat_path, + "webhook": webhook_path, + }, + } + + @app.get("/health") + async def health_check() -> dict[str, str]: + """Health check endpoint.""" + return {"status": "ok"} + + if webchat_interface is not None: + webchat_router = create_webchat_router( + agent, + webchat_interface.signature, + webchat_path, # type: ignore[arg-type] + ) + app.include_router(webchat_router) + + if webhook_interface is not None: + webhook_router = create_webhook_router( + agent, + webhook_interface, + webhook_path, # type: ignore[arg-type] + ) + app.include_router(webhook_router) + # Store subscriber in app state for verification endpoint + app.state.websub_subscriber = websub_subscriber + app.state.secret = secret + + return app + + +def format_validation_output(afm: AFMRecord) -> str: + lines: list[str] = [] + lines.append("") + lines.append("Agent validated successfully") + lines.append("") + + # Basic info + name = afm.metadata.name or "Unnamed Agent" + lines.append(f" Name: {name}") + + if afm.metadata.description: + lines.append(f" Description: {afm.metadata.description}") + + if afm.metadata.version: + lines.append(f" Version: {afm.metadata.version}") + + # Model info + if afm.metadata.model: + model = afm.metadata.model + model_name = model.name or "default" + provider = model.provider or "openai" + lines.append(f" Model: {model_name} via {provider}") + + lines.append("") + + # Interfaces + interfaces = get_interfaces(afm) + lines.append(" Interfaces:") + for iface in interfaces: + sig = iface.signature + sig_str = f"{sig.input.type} -> {sig.output.type}" + + if isinstance(iface, ConsoleChatInterface): + lines.append(f" - consolechat ({sig_str})") + elif isinstance(iface, WebChatInterface): + path = get_http_path(iface) + lines.append(f" - webchat at {path} ({sig_str})") + elif isinstance(iface, WebhookInterface): + path = get_http_path(iface) + lines.append(f" - webhook at {path} ({sig_str})") + + # Tools + if afm.metadata.tools and afm.metadata.tools.mcp: + lines.append("") + lines.append(" MCP Servers:") + for server in afm.metadata.tools.mcp: + lines.append(f" - {server.name}: {server.transport.url}") + if server.tool_filter: + if server.tool_filter.allow: + lines.append(f" Allow: {', '.join(server.tool_filter.allow)}") + if server.tool_filter.deny: + lines.append(f" Deny: {', '.join(server.tool_filter.deny)}") + + lines.append("") + return "\n".join(lines) + + +def extract_interfaces( + afm: AFMRecord, +) -> tuple[ + ConsoleChatInterface | None, WebChatInterface | None, WebhookInterface | None +]: + interfaces = get_interfaces(afm) + + consolechat: ConsoleChatInterface | None = None + webchat: WebChatInterface | None = None + webhook: WebhookInterface | None = None + + console_count = 0 + webchat_count = 0 + webhook_count = 0 + + for iface in interfaces: + if isinstance(iface, ConsoleChatInterface): + console_count += 1 + consolechat = iface + elif isinstance(iface, WebChatInterface): + webchat_count += 1 + webchat = iface + elif isinstance(iface, WebhookInterface): + webhook_count += 1 + webhook = iface + + if console_count > 1 or webchat_count > 1 or webhook_count > 1: + raise click.ClickException( + "Multiple interfaces of the same type are not supported" + ) + + return consolechat, webchat, webhook + + +@click.command() +@click.argument("file", type=click.Path(exists=True, path_type=Path)) +@click.option( + "--port", + "-p", + default=8000, + type=int, + help="HTTP port for web interfaces (default: 8000)", +) +@click.option( + "--host", + "-H", + default="0.0.0.0", + help="Host to bind HTTP server to (default: 0.0.0.0)", +) +@click.option( + "--dry-run", + is_flag=True, + help="Validate AFM file without running the agent", +) +@click.option( + "--no-console", + is_flag=True, + help="Skip consolechat interface even if defined", +) +@click.option( + "--verbose", + "-v", + is_flag=True, + help="Enable verbose/debug logging", +) +@click.option( + "--log-file", + "-l", + type=click.Path(path_type=Path), + help="Redirect logs to a file", +) +@click.version_option(version=__cli_version__, prog_name="afm") +def main( + file: Path, + port: int, + host: str, + dry_run: bool, + no_console: bool, + verbose: bool, + log_file: Path | None, +) -> None: + """Run an AFM agent from FILE. + + The agent will start all interfaces defined in the AFM file. + HTTP interfaces (webchat, webhook) run on the specified port. + Console chat runs interactively in the terminal. + """ + try: + afm = parse_afm_file(str(file)) + except AFMError as e: + raise click.ClickException(f"Failed to parse AFM file: {e}") from e + except Exception as e: + raise click.ClickException(f"Unexpected error parsing AFM file: {e}") from e + + # Extract interfaces + consolechat, webchat, webhook = extract_interfaces(afm) + + # Check if we have anything to run + has_http = webchat is not None or webhook is not None + has_console = (consolechat is not None or not has_http) and not no_console + + # Configure logging + log_level = logging.DEBUG if verbose else logging.INFO + log_handlers: list[logging.Handler] = [] + + if has_console: + # Scenario: Console Chat is active + if log_file: + # Route all logs to the specified file, silence terminal + log_handlers.append(logging.FileHandler(log_file)) + else: + # Silence all logs (no handlers) + log_handlers.append(logging.NullHandler()) + else: + # Scenario: Non-Console mode + log_handlers.append(logging.StreamHandler()) + if log_file: + # Route logs to file AND terminal + log_handlers.append(logging.FileHandler(log_file)) + + logging.basicConfig( + level=log_level, + format="%(levelname)s: %(message)s", + handlers=log_handlers, + force=True, # Override any existing configuration + ) + + if not verbose: + logging.getLogger("httpx").setLevel(logging.WARNING) + logging.getLogger("httpcore").setLevel(logging.WARNING) + + click.echo(f"Loading: {file}") + + # Dry-run mode: validate and exit + if dry_run: + click.echo(format_validation_output(afm)) + return + + if not has_http and not has_console: + click.echo("No interfaces to run (consolechat skipped with --no-console)") + return + + # Create agent + agent = Agent(afm) + + # Print startup info + click.echo("") + click.echo(f"Agent: {agent.name}") + if agent.description: + click.echo(f"Description: {agent.description}") + + click.echo("") + click.echo("Starting interfaces:") + + if webchat: + webchat_path = get_http_path(webchat) + click.echo(f" - webchat at http://{host}:{port}{webchat_path}") + + if has_console: + click.echo(" - consolechat (interactive)") + + click.echo("") + + # Run the appropriate configuration + if has_http and has_console: + # Both HTTP and console: run HTTP in background, console in foreground + asyncio.run( + _run_http_and_console( + agent, webchat, webhook, host, port, verbose, has_console, log_file + ) + ) + elif has_http: + # HTTP only: run uvicorn blocking + _run_http_only(agent, webchat, webhook, host, port, verbose, log_file) + else: + # Console only: run console blocking + asyncio.run(_run_console_only(agent)) + + +async def _run_http_and_console( + agent: Agent, + webchat: WebChatInterface | None, + webhook: WebhookInterface | None, + host: str, + port: int, + verbose: bool, + has_console: bool = False, + log_file: Path | None = None, +) -> None: + # Event to signal when server startup is complete and agent is connected + startup_event = asyncio.Event() + + # Create unified app (lifespan handles MCP connection) + app = create_unified_app( + agent, + webchat_interface=webchat, + webhook_interface=webhook, + startup_event=startup_event, + host=host, + port=port, + ) + + # Configure uvicorn logging level + # If console is active and no log file, silence uvicorn by setting to warning/error + if has_console and not log_file: + uvicorn_log_level = "warning" + else: + uvicorn_log_level = "debug" if verbose else "info" + + # Configure uvicorn + config = uvicorn.Config( + app, + host=host, + port=port, + log_level=uvicorn_log_level, + ) + server = uvicorn.Server(config) + + # Start HTTP server in background task + server_task = asyncio.create_task(server.serve()) + + try: + # Wait for EITHER server startup to complete OR server to fail. + startup_waiter = asyncio.create_task(startup_event.wait()) + done, _pending = await asyncio.wait( + [server_task, startup_waiter], + return_when=asyncio.FIRST_COMPLETED, + ) + + if server_task in done: + # Server exited before startup completed — propagate the error + startup_waiter.cancel() + server_task.result() # raises the underlying exception + return # unreachable if result() raised + + # Server started successfully — run console chat, but also watch + # for the server dying mid-run so we don't hang. + console_task = asyncio.create_task(async_run_console_chat(agent)) + done, pending = await asyncio.wait( + [server_task, console_task], + return_when=asyncio.FIRST_COMPLETED, + ) + + for task in pending: + task.cancel() + try: + await task + except (asyncio.CancelledError, SystemExit): + pass + + # If the server exited (e.g. port in use), inform the user + if server_task in done: + click.echo( + "\nHTTP server stopped unexpectedly. Exiting.", + err=True, + ) + + # Propagate any real exception from whichever task finished first + for task in done: + exc = task.exception() + if exc is not None and not isinstance(exc, SystemExit): + raise exc + finally: + # Ensure the HTTP server shuts down cleanly + server.should_exit = True + try: + await server_task + except (asyncio.CancelledError, SystemExit): + pass + + +def _run_http_only( + agent: Agent, + webchat: WebChatInterface | None, + webhook: WebhookInterface | None, + host: str, + port: int, + verbose: bool, + log_file: Path | None = None, +) -> None: + # Create unified app (lifespan handles MCP connections) + app = create_unified_app( + agent, + webchat_interface=webchat, + webhook_interface=webhook, + host=host, + port=port, + ) + + # Run uvicorn (blocking) + uvicorn.run( + app, + host=host, + port=port, + log_level="debug" if verbose else "info", + ) + + +async def _run_console_only(agent: Agent) -> None: + async with agent: + await async_run_console_chat(agent) + + +if __name__ == "__main__": + main() diff --git a/langchain-interpreter/src/afm/exceptions.py b/langchain-interpreter/src/afm/exceptions.py new file mode 100644 index 0000000..8a2f773 --- /dev/null +++ b/langchain-interpreter/src/afm/exceptions.py @@ -0,0 +1,109 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + + +class AFMError(Exception): + pass + + +class AFMParseError(AFMError): + def __init__(self, message: str, line: int | None = None): + self.line = line + if line is not None: + message = f"Line {line}: {message}" + super().__init__(message) + + +class AFMValidationError(AFMError): + def __init__(self, message: str, field: str | None = None): + self.field = field + if field is not None: + message = f"Field '{field}': {message}" + super().__init__(message) + + +class VariableResolutionError(AFMError): + def __init__(self, variable: str, reason: str): + self.variable = variable + self.reason = reason + super().__init__(f"Cannot resolve variable '${{{variable}}}': {reason}") + + +class TemplateError(AFMError): + def __init__(self, message: str, template: str | None = None): + self.template = template + super().__init__(message) + + +class TemplateCompilationError(TemplateError): + pass + + +class TemplateEvaluationError(TemplateError): + pass + + +class JSONAccessError(AFMError): + def __init__(self, message: str, path: str | None = None): + self.path = path + super().__init__(message) + + +class AgentError(AFMError): + pass + + +class ProviderError(AgentError): + def __init__(self, message: str, provider: str | None = None): + self.provider = provider + if provider is not None: + message = f"Provider '{provider}': {message}" + super().__init__(message) + + +class InputValidationError(AFMValidationError): + def __init__(self, message: str, schema_path: str | None = None): + self.schema_path = schema_path + super().__init__(message, field="input") + + +class OutputValidationError(AFMValidationError): + def __init__(self, message: str, schema_path: str | None = None): + self.schema_path = schema_path + super().__init__(message, field="output") + + +class InterfaceNotFoundError(AFMError): + def __init__(self, interface_type: str, available: list[str]) -> None: + self.interface_type = interface_type + self.available = available + super().__init__( + f"Interface type '{interface_type}' not found. " + f"Available: {available if available else ['consolechat (default)']}" + ) + + +class MCPError(AFMError): + def __init__(self, message: str, server_name: str | None = None): + self.server_name = server_name + if server_name is not None: + message = f"MCP server '{server_name}': {message}" + super().__init__(message) + + +class MCPConnectionError(MCPError): + pass + + +class MCPToolError(MCPError): + def __init__( + self, message: str, server_name: str | None = None, tool_name: str | None = None + ): + self.tool_name = tool_name + if tool_name is not None: + message = f"Tool '{tool_name}': {message}" + super().__init__(message, server_name) + + +class MCPAuthenticationError(MCPError): + pass diff --git a/langchain-interpreter/src/afm/interfaces/__init__.py b/langchain-interpreter/src/afm/interfaces/__init__.py new file mode 100644 index 0000000..284fff9 --- /dev/null +++ b/langchain-interpreter/src/afm/interfaces/__init__.py @@ -0,0 +1,2 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 diff --git a/langchain-interpreter/src/afm/interfaces/base.py b/langchain-interpreter/src/afm/interfaces/base.py new file mode 100644 index 0000000..1edc88b --- /dev/null +++ b/langchain-interpreter/src/afm/interfaces/base.py @@ -0,0 +1,57 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +from ..exceptions import InterfaceNotFoundError +from ..models import ( + AFMRecord, + ConsoleChatInterface, + Interface, + InterfaceType, + WebChatInterface, + WebhookInterface, +) + + +def get_interfaces(afm: AFMRecord) -> list[Interface]: + if afm.metadata.interfaces: + return list(afm.metadata.interfaces) + # Default to consolechat if no interfaces specified + return [ConsoleChatInterface()] + + +def get_interface_by_type( + afm: AFMRecord, + interface_type: InterfaceType, +) -> Interface: + interfaces = get_interfaces(afm) + + for interface in interfaces: + if interface.type == interface_type.value: + return interface + + available = [iface.type for iface in interfaces] + raise InterfaceNotFoundError(interface_type.value, available) + + +def get_webchat_interface(afm: AFMRecord) -> WebChatInterface: + interface = get_interface_by_type(afm, InterfaceType.WEB_CHAT) + assert isinstance(interface, WebChatInterface) + return interface + + +def get_webhook_interface(afm: AFMRecord) -> WebhookInterface: + interface = get_interface_by_type(afm, InterfaceType.WEBHOOK) + assert isinstance(interface, WebhookInterface) + return interface + + +def get_http_path(interface: WebChatInterface | WebhookInterface) -> str: + if interface.exposure and interface.exposure.http: + return interface.exposure.http.path + + # Defaults per spec + if isinstance(interface, WebChatInterface): + return "/chat" + return "/webhook" diff --git a/langchain-interpreter/src/afm/interfaces/console_chat.py b/langchain-interpreter/src/afm/interfaces/console_chat.py new file mode 100644 index 0000000..520ae3f --- /dev/null +++ b/langchain-interpreter/src/afm/interfaces/console_chat.py @@ -0,0 +1,179 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import logging +import uuid +from typing import TYPE_CHECKING + +from rich.markup import escape +from textual import work +from textual.app import App, ComposeResult +from textual.containers import Vertical, VerticalScroll +from textual.widgets import Footer, Header, Input, LoadingIndicator, Static + +if TYPE_CHECKING: + from ..agent import Agent + +logger = logging.getLogger(__name__) + + +class ChatApp(App): + CSS_PATH = "console_chat.tcss" + BINDINGS = [ + ("ctrl+q", "quit", "Quit"), + ("ctrl+l", "clear_history", "Clear History"), + ("ctrl+h", "show_help", "Help"), + ] + + def __init__( + self, + agent: Agent, + session_id: str | None = None, + ): + super().__init__() + self.agent = agent + self.session_id = session_id or str(uuid.uuid4()) + + def compose(self) -> ComposeResult: + yield Header() + yield VerticalScroll(id="chat-log") + yield Input(placeholder="Type a message...", id="chat-input") + yield Footer() + + def on_mount(self) -> None: + logger.debug("ChatApp.on_mount called") + self.title = f"Chat with {self.agent.name}" + if self.agent.description: + self.sub_title = self.agent.description + + # Show welcome message + welcome_msg = ( + f"Welcome to chat with {self.agent.name}!\n" + "type 'exit', 'quit' or Ctrl+Q to end.\n" + "type 'help' or Ctrl+H for help.\n" + "type 'clear' or Ctrl+L to clear history." + ) + self.query_one("#chat-log").mount(Static(welcome_msg, classes="system-message")) + self.query_one("#chat-input").focus() + + async def on_input_submitted(self, event: Input.Submitted) -> None: + logger.debug(f"on_input_submitted triggered. Value: '{event.value}'") + try: + user_input = event.value.strip() + logger.debug(f"Input submitted: {user_input}") + if not user_input: + return + + # Clear input + event.input.value = "" + + # Handle local commands + command = user_input.lower() + if command in ("exit", "quit"): + self.exit() + return + + if command == "help": + self.action_show_help() + return + + if command == "clear": + self.action_clear_history() + return + + # Display user message + chat_log = self.query_one("#chat-log") + msg_widget = Static(f"{escape(user_input)}", classes="message user-message") + await chat_log.mount( + Vertical( + msg_widget, classes="message-container message-container--user" + ) + ) + + # Send to agent + self._send_message(user_input) + except Exception: + logger.exception("Error in on_input_submitted") + + @work(exclusive=True) + async def _send_message(self, user_input: str) -> None: + logger.debug(f"Sending message to agent: {user_input}") + + try: + chat_log = self.query_one("#chat-log", VerticalScroll) + + # Show thinking indicator + thinking = LoadingIndicator() + await chat_log.mount(thinking) + chat_log.scroll_end(animate=False) + + response = await self.agent.arun(user_input, session_id=self.session_id) + + # Handle non-string responses + if not isinstance(response, str): + import json + + response = json.dumps(response, indent=2) + + # Remove thinking and show response + await thinking.remove() + logger.debug(f"Mounting response: '{response}'") + + msg_widget = Static(f"{escape(response)}", classes="message agent-message") + await chat_log.mount( + Vertical( + msg_widget, classes="message-container message-container--agent" + ) + ) + chat_log.scroll_end(animate=True) + + except Exception as e: + logger.exception("Error in _send_message") + # Try to report error to UI if possible + try: + chat_log = self.query_one("#chat-log", VerticalScroll) + # Ensure thinking is removed if it was added + try: + await thinking.remove() + except UnboundLocalError: + pass + except Exception: + logger.debug("Failed to remove thinking indicator") + pass + + await chat_log.mount( + Static(f"[Error: {str(e)}]", classes="error-message", markup=False) + ) + except Exception as e2: + logger.exception(f"Could not report error to UI: {e2}") + + def action_show_help(self) -> None: + help_msg = ( + "Available commands:\n" + " exit, quit, Ctrl+Q - End the chat session\n" + " help, Ctrl+H - Show this help message\n" + " clear, Ctrl+L - Clear conversation history" + ) + self.query_one("#chat-log").mount(Static(help_msg, classes="system-message")) + self.query_one("#chat-log").scroll_end() + + def action_clear_history(self) -> None: + """Clear conversation history.""" + self.agent.clear_history(self.session_id) + self.query_one("#chat-log").mount( + Static( + "[Conversation history cleared]", classes="system-message", markup=False + ) + ) + self.query_one("#chat-log").scroll_end() + + +async def async_run_console_chat( + agent: Agent, + *, + session_id: str | None = None, +) -> None: + app = ChatApp(agent, session_id=session_id) + await app.run_async() diff --git a/langchain-interpreter/src/afm/interfaces/console_chat.tcss b/langchain-interpreter/src/afm/interfaces/console_chat.tcss new file mode 100644 index 0000000..c7d7b83 --- /dev/null +++ b/langchain-interpreter/src/afm/interfaces/console_chat.tcss @@ -0,0 +1,105 @@ +/* Main layout */ +Screen { + layout: vertical; + background: $surface; +} + +/* Header area */ +Header { + dock: top; + height: 3; + content-align: center middle; + background: $primary-darken-2; + color: $text; + text-style: bold; +} + +HeaderIcon { + display: none; +} + +HeaderTitle { + content-align: center middle; + height: 100%; +} + +/* Chat log area */ +#chat-log { + height: 1fr; + padding: 1 2; + overflow-y: auto; + scrollbar-size: 1 1; + background: $surface; +} + +/* Input area */ +#chat-input { + dock: bottom; + height: 3; + margin: 1 0; + border: tall $primary-darken-2; + background: $surface-lighten-1; +} + +/* Message Containers */ +.message-container { + width: 100%; + height: auto; + margin-bottom: 1; +} + +.message-container--user { + align: right middle; +} + +.message-container--agent { + align: left middle; +} + +/* Message Bubbles */ +.message { + width: auto; + max-width: 80%; + height: auto; + padding: 0 1; + background: $surface; + color: $text; +} + +.user-message { + color: $text; + border: round $primary; +} + +.agent-message { + color: $text; + border: round $success; +} + +.system-message { + width: 100%; + content-align: center middle; + color: $text-muted; + text-style: italic; + background: transparent; + border: none; + margin: 1 0; +} + +.error-message { + background: $error-darken-2; + color: $text; + border: heavy $error-lighten-1; +} + +.thinking-message { + color: $warning; + text-style: italic; + padding-left: 1; +} + +LoadingIndicator { + height: 1; + color: $accent; + background: transparent; +} diff --git a/langchain-interpreter/src/afm/interfaces/web_chat.py b/langchain-interpreter/src/afm/interfaces/web_chat.py new file mode 100644 index 0000000..70e4699 --- /dev/null +++ b/langchain-interpreter/src/afm/interfaces/web_chat.py @@ -0,0 +1,296 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import html +import json +import logging +from pathlib import Path +from typing import TYPE_CHECKING, Any + +from fastapi import APIRouter, FastAPI, Header, HTTPException, Request +from fastapi.middleware.cors import CORSMiddleware +from fastapi.responses import HTMLResponse, JSONResponse, PlainTextResponse +from pydantic import BaseModel, Field + +from .base import InterfaceNotFoundError, get_http_path, get_webchat_interface + +logger = logging.getLogger(__name__) + +CHAT_UI_TEMPLATE_PATH = ( + Path(__file__).resolve().parent.parent / "resources" / "chat-ui.html" +) + +_chat_ui_template_cache: str | None = None + + +def get_chat_ui_template() -> str: + global _chat_ui_template_cache + if _chat_ui_template_cache is not None: + return _chat_ui_template_cache + try: + _chat_ui_template_cache = CHAT_UI_TEMPLATE_PATH.read_text(encoding="utf-8") + except FileNotFoundError as e: + raise FileNotFoundError( + f"Chat UI template not found at {CHAT_UI_TEMPLATE_PATH}. " + "Ensure the resources/chat-ui.html file exists in the package." + ) from e + return _chat_ui_template_cache + + +if TYPE_CHECKING: + from ..agent import Agent + from ..models import Signature + + +class ObjectChatResponse(BaseModel): + # This is a pass-through model - actual fields depend on output schema + model_config = {"extra": "allow"} + + +class AgentInfo(BaseModel): + name: str = Field(..., description="The agent's name") + description: str | None = Field(None, description="The agent's description") + version: str | None = Field(None, description="The agent's version") + + +class HealthResponse(BaseModel): + status: str = Field("ok", description="Health status") + + +class ErrorResponse(BaseModel): + error: str = Field(..., description="Error message") + detail: str | None = Field(None, description="Detailed error information") + + +def create_webchat_router( + agent: Agent, + signature: Signature, + path: str = "/chat", +) -> APIRouter: + router = APIRouter() + ui_path = f"{path}/ui" + raw_icon_url = agent.afm.metadata.icon_url + icon_url = "" if raw_icon_url is None else html.escape(str(raw_icon_url)) + icon_style = "" if icon_url else "display:none;" + agent_name = html.escape(str(agent.name)) + agent_description = ( + "" if agent.description is None else html.escape(str(agent.description)) + ) + chat_path_json = json.dumps(path) + ui_html = ( + get_chat_ui_template() + .replace("{{AGENT_NAME}}", agent_name) + .replace("{{AGENT_DESCRIPTION}}", agent_description) + .replace("{{AGENT_ICON_URL}}", icon_url) + .replace("{{AGENT_ICON_STYLE}}", icon_style) + .replace("{{CHAT_PATH}}", chat_path_json) + ) + + @router.get(ui_path, response_class=HTMLResponse) + async def chat_ui() -> HTMLResponse: + """Render the web chat UI.""" + return HTMLResponse(content=ui_html) + + # Determine if we need simple string I/O or complex schema + input_is_string = signature.input.type == "string" + output_is_string = signature.output.type == "string" + + # Create the appropriate chat endpoint based on signature + if input_is_string and output_is_string: + # Simple string-to-string chat + @router.post( + path, + response_class=PlainTextResponse, + responses={ + 400: {"model": ErrorResponse}, + 500: {"model": ErrorResponse}, + }, + ) + async def chat_string( + request: Request, + x_session_id: str | None = Header(None, alias="X-Session-Id"), + ) -> PlainTextResponse: + """Chat with the agent using simple string messages.""" + session_id = x_session_id or "default" + + try: + content_type = request.headers.get("content-type", "").lower() + if content_type.startswith("text/plain") or not content_type: + body = await request.body() + message = body.decode("utf-8") + elif content_type.startswith("application/json"): + body = await request.json() + if not isinstance(body, str): + raise HTTPException( + status_code=400, + detail="Expected JSON string for string input", + ) + message = body + else: + raise HTTPException( + status_code=400, + detail="Unsupported Content-Type for string input", + ) + + if not isinstance(message, str) or not message.strip(): + raise HTTPException( + status_code=400, + detail="Message body must be a non-empty string", + ) + + response = await agent.arun(message, session_id=session_id) + + if not isinstance(response, str): + response = json.dumps(response) + + return PlainTextResponse(content=response) + + except HTTPException: + raise + except json.JSONDecodeError as e: + raise HTTPException( + status_code=400, + detail="Invalid JSON in request body", + ) from e + except UnicodeDecodeError as e: + raise HTTPException( + status_code=400, + detail="Request body must be valid UTF-8", + ) from e + except Exception as e: + logger.exception(f"Error in chat_string for session {session_id}: {e}") + raise HTTPException( + status_code=500, + detail="Internal server error", + ) from e + + else: + # Complex schema-based chat + @router.post( + path, + responses={ + 400: {"model": ErrorResponse}, + 500: {"model": ErrorResponse}, + }, + ) + async def chat_object( + request: Request, + x_session_id: str | None = Header(None, alias="X-Session-Id"), + ) -> JSONResponse: + """Chat with the agent using schema-validated messages.""" + session_id = x_session_id or "default" + + try: + content_type = request.headers.get("content-type", "").lower() + if not content_type.startswith("application/json"): + raise HTTPException( + status_code=400, + detail="Content-Type must be application/json", + ) + # Parse request body + body = await request.json() + + # For string input schema, extract the string value + if input_is_string: + if isinstance(body, str): + input_data: str | dict[str, Any] = body + else: + raise HTTPException( + status_code=400, + detail="Expected JSON string for string input", + ) + else: + input_data = body + + # Run the agent + response = await agent.arun(input_data, session_id=session_id) + + # Format response based on output schema + if output_is_string: + if not isinstance(response, str): + response = json.dumps(response) + return JSONResponse(content={"response": response}) + else: + # Object output - return as-is or wrap + if isinstance(response, dict): + return JSONResponse(content=response) + elif isinstance(response, str): + # Try to parse as JSON + try: + return JSONResponse(content=json.loads(response)) + except json.JSONDecodeError: + return JSONResponse(content={"response": response}) + else: + return JSONResponse(content={"response": response}) + + except HTTPException: + raise + except json.JSONDecodeError as e: + raise HTTPException( + status_code=400, + detail="Invalid JSON in request body", + ) from e + except Exception as e: + logger.exception(f"Error in chat_object for session {session_id}: {e}") + raise HTTPException( + status_code=500, + detail="Internal server error", + ) from e + + return router + + +def create_webchat_app( + agent: Agent, + *, + cors_origins: list[str] | None = None, + path: str | None = None, +) -> FastAPI: + # Get interface configuration + try: + interface = get_webchat_interface(agent.afm) + chat_path = path or get_http_path(interface) + signature = interface.signature + except InterfaceNotFoundError: + # No webchat interface defined - use defaults + chat_path = path or "/chat" + signature = agent.signature # Use agent's default signature + + # Create the FastAPI app + app = FastAPI( + title=agent.name, + description=agent.description or f"Web chat interface for {agent.name}", + version=agent.afm.metadata.version or "0.0.0", + ) + + # Add CORS middleware if origins specified + if cors_origins: + app.add_middleware( + CORSMiddleware, + allow_origins=cors_origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) + + app.state.agent = agent + + # Metadata Endpoints + @app.get("/", response_model=AgentInfo) + async def get_agent_info() -> AgentInfo: + return AgentInfo( + name=agent.name, + description=agent.description, + version=agent.afm.metadata.version, + ) + + @app.get("/health", response_model=HealthResponse) + async def health_check() -> HealthResponse: + return HealthResponse(status="ok") + + chat_router = create_webchat_router(agent, signature, chat_path) + app.include_router(chat_router) + + return app diff --git a/langchain-interpreter/src/afm/interfaces/webhook.py b/langchain-interpreter/src/afm/interfaces/webhook.py new file mode 100644 index 0000000..4652219 --- /dev/null +++ b/langchain-interpreter/src/afm/interfaces/webhook.py @@ -0,0 +1,455 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import asyncio +import hashlib +import hmac +import json +import logging +from contextlib import asynccontextmanager +from typing import TYPE_CHECKING, Any, AsyncGenerator + +import httpx +from fastapi import APIRouter, FastAPI, HTTPException, Query, Request +from fastapi.responses import JSONResponse, PlainTextResponse +from pydantic import BaseModel, Field + +from ..exceptions import TemplateEvaluationError +from ..templates import compile_template, evaluate_template +from .base import InterfaceNotFoundError, get_http_path, get_webhook_interface + +if TYPE_CHECKING: + from ..agent import Agent + from ..models import CompiledTemplate, WebhookInterface + +logger = logging.getLogger(__name__) + + +class WebhookResponse(BaseModel): + result: Any = Field(..., description="The agent's response to the webhook") + + +class ErrorResponse(BaseModel): + error: str = Field(..., description="Error message") + detail: str | None = Field(None, description="Detailed error information") + + +class HealthResponse(BaseModel): + status: str = Field("ok", description="Health status") + + +class WebSubSubscriber: + def __init__( + self, + hub: str, + topic: str, + callback: str, + *, + secret: str | None = None, + lease_seconds: int = 86400, # 24 hours default + ) -> None: + self.hub = hub + self.topic = topic + self.callback = callback + self.secret = secret + self.lease_seconds = lease_seconds + self._verified = False + self._challenge: str | None = None + + @property + def is_verified(self) -> bool: + return self._verified + + async def subscribe(self) -> bool: + try: + async with httpx.AsyncClient() as client: + data = { + "hub.mode": "subscribe", + "hub.topic": self.topic, + "hub.callback": self.callback, + "hub.lease_seconds": str(self.lease_seconds), + } + + if self.secret: + data["hub.secret"] = self.secret + + response = await client.post( + self.hub, + data=data, + headers={"Content-Type": "application/x-www-form-urlencoded"}, + timeout=30.0, + ) + + # WebSub spec: 202 Accepted means subscription request received + if response.status_code in (200, 202, 204): + logger.info( + f"WebSub subscription request sent to {self.hub} " + f"for topic {self.topic}" + ) + return True + else: + logger.error( + f"WebSub subscription failed: {response.status_code} " + f"{response.text}" + ) + return False + + except Exception as e: + logger.error(f"WebSub subscription error: {e}") + return False + + async def unsubscribe(self) -> bool: + try: + async with httpx.AsyncClient() as client: + data = { + "hub.mode": "unsubscribe", + "hub.topic": self.topic, + "hub.callback": self.callback, + } + + response = await client.post( + self.hub, + data=data, + headers={"Content-Type": "application/x-www-form-urlencoded"}, + timeout=30.0, + ) + + if response.status_code in (200, 202, 204): + logger.info(f"WebSub unsubscription request sent for {self.topic}") + return True + else: + logger.warning( + f"WebSub unsubscription may have failed: {response.status_code}" + ) + return False + + except Exception as e: + logger.error(f"WebSub unsubscription error: {e}") + return False + + def verify_challenge( + self, + mode: str, + topic: str, + challenge: str, + lease_seconds: int | None = None, + ) -> str | None: + if topic != self.topic: + logger.warning(f"Topic mismatch: expected {self.topic}, got {topic}") + return None + + if mode == "subscribe": + self._verified = True + self._challenge = challenge + logger.info(f"WebSub subscription verified for {self.topic}") + return challenge + elif mode == "unsubscribe": + self._verified = False + logger.info(f"WebSub unsubscription verified for {self.topic}") + return challenge + + return None + + +def verify_webhook_signature( + body: bytes, + signature_header: str | None, + secret: str, + *, + algorithm: str = "sha256", +) -> bool: + if not signature_header: + return False + + # Parse signature header (format: "algorithm=signature") + if "=" in signature_header: + algo, provided_sig = signature_header.split("=", 1) + # Some implementations prefix with algorithm + if algo.lower() in ("sha1", "sha256", "sha512"): + algorithm = algo.lower() + else: + provided_sig = signature_header + + # Compute expected signature + if algorithm == "sha1": + hash_func = hashlib.sha1 + elif algorithm == "sha512": + hash_func = hashlib.sha512 + else: + hash_func = hashlib.sha256 + + expected_sig = hmac.new( + secret.encode("utf-8"), + body, + hash_func, + ).hexdigest() + + # Constant-time comparison + return hmac.compare_digest(expected_sig.lower(), provided_sig.lower()) + + +def create_webhook_router( + agent: Agent, + interface: WebhookInterface, + path: str = "/webhook", + *, + verify_signatures: bool = True, +) -> APIRouter: + router = APIRouter() + + # Compile the prompt template if provided + compiled_prompt: CompiledTemplate | None = None + if interface.prompt: + compiled_prompt = compile_template(interface.prompt) + + # Get signature configuration + signature = interface.signature + output_is_string = signature.output.type == "string" + + # Get subscription configuration + subscription = interface.subscription + secret = subscription.secret + + # WebSub verification endpoint + @router.get(path) + async def websub_verification( + request: Request, + hub_mode: str = Query(..., alias="hub.mode"), + hub_topic: str = Query(..., alias="hub.topic"), + hub_challenge: str = Query(..., alias="hub.challenge"), + hub_lease_seconds: int | None = Query(None, alias="hub.lease_seconds"), + ) -> PlainTextResponse: + # Check for subscriber in app state (for topic verification) + websub_subscriber = getattr(request.app.state, "websub_subscriber", None) + + if hub_mode in ("subscribe", "unsubscribe"): + # If we have a subscriber, verify the topic matches + if websub_subscriber is not None: + # Use subscriber's verification logic + challenge = websub_subscriber.verify_challenge( + hub_mode, + hub_topic, + hub_challenge, + lease_seconds=hub_lease_seconds, + ) + if challenge: + return PlainTextResponse(content=challenge) + # Verification failed (e.g. topic mismatch) + raise HTTPException(status_code=404, detail="Verification failed") + + elif hasattr(request.app.state, "websub_subscriber"): + # Subscriber was explicitly set to None - reject verification + raise HTTPException(status_code=404, detail="No subscriber configured") + + return PlainTextResponse(content=hub_challenge) + raise HTTPException(status_code=404, detail="Invalid mode") + + # Webhook receiver endpoint + @router.post( + path, + responses={ + 400: {"model": ErrorResponse}, + 401: {"model": ErrorResponse}, + 500: {"model": ErrorResponse}, + }, + ) + async def receive_webhook(request: Request) -> JSONResponse: + # Get raw body for signature verification + body = await request.body() + + # Verify signature if configured + if verify_signatures and secret: + signature_header = request.headers.get( + "X-Hub-Signature-256" + ) or request.headers.get("X-Hub-Signature") + + if not verify_webhook_signature(body, signature_header, secret): + raise HTTPException( + status_code=401, + detail="Invalid signature", + ) + + try: + # Parse payload + payload = json.loads(body) + except json.JSONDecodeError as e: + raise HTTPException( + status_code=400, + detail="Invalid JSON payload", + ) from e + + headers = dict(request.headers) + # Construct user prompt + if compiled_prompt: + try: + user_prompt = evaluate_template(compiled_prompt, payload, headers) + except TemplateEvaluationError as e: + logger.warning(f"Template evaluation error: {e}") + raise HTTPException( + status_code=400, + detail="Failed to evaluate prompt template", + ) from e + else: + # Default: stringify the payload + user_prompt = json.dumps(payload, indent=2) + + try: + # Run the agent + response = await agent.arun(user_prompt) + logger.debug(f"Agent response: {response}") + + # Format response based on output schema + if output_is_string: + if not isinstance(response, str): + response = json.dumps(response) + return JSONResponse(content={"result": response}) + else: + if isinstance(response, dict): + return JSONResponse(content=response) + elif isinstance(response, str): + try: + return JSONResponse(content=json.loads(response)) + except json.JSONDecodeError: + return JSONResponse(content={"result": response}) + else: + return JSONResponse(content={"result": response}) + + except Exception as e: + logger.exception("Agent execution error") + raise HTTPException( + status_code=500, + detail="Internal server error", + ) from e + + return router + + +def create_webhook_app( + agent: Agent, + *, + verify_signatures: bool = True, + auto_subscribe: bool = True, + path: str | None = None, + host: str | None = None, + port: int | None = None, +) -> FastAPI: + # Get interface configuration + try: + interface = get_webhook_interface(agent.afm) + webhook_path = path or get_http_path(interface) + except InterfaceNotFoundError as e: + raise ValueError( + "Agent must have a webhook interface to create a webhook app. " + "Add a webhook interface to the agent's metadata." + ) from e + + # Get subscription configuration for WebSub + subscription = interface.subscription + secret = subscription.secret + + # Set up WebSub subscriber if configured + websub_subscriber: WebSubSubscriber | None = None + if auto_subscribe and subscription.hub and subscription.topic: + if subscription.callback: + callback_url = subscription.callback + else: + # Construct fallback callback URL from host/port + # Use localhost for 0.0.0.0 since it's not externally routable + if host and host != "0.0.0.0": + effective_host = host + else: + effective_host = "localhost" + + effective_port = port if port else 8000 + + callback_url = f"http://{effective_host}:{effective_port}{webhook_path}" + logger.warning( + f"Using auto-generated WebSub callback URL: {callback_url}. " + "For production use, set subscription.callback explicitly in the AFM file." + ) + websub_subscriber = WebSubSubscriber( + hub=subscription.hub, + topic=subscription.topic, + callback=callback_url, + secret=secret, + ) + + # Create lifespan context manager for startup/shutdown + @asynccontextmanager + async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]: + # Startup: Subscribe to WebSub hub + if websub_subscriber: + # Run subscription in background to not block startup + subscription_task = asyncio.create_task( + subscribe_with_retry(websub_subscriber) + ) + subscription_task.add_done_callback(log_task_exception) + app.state.subscription_task = subscription_task + yield + # Shutdown: Cancel pending subscription task + subscription_task = getattr(app.state, "subscription_task", None) + if subscription_task is not None and not subscription_task.done(): + subscription_task.cancel() + try: + await subscription_task + except asyncio.CancelledError: + pass + # Unsubscribe from WebSub hub if verified + if websub_subscriber and websub_subscriber.is_verified: + await websub_subscriber.unsubscribe() + + # Create the FastAPI app + app = FastAPI( + title=f"{agent.name} Webhook", + description=agent.description or f"Webhook interface for {agent.name}", + version=agent.afm.metadata.version or "0.0.0", + lifespan=lifespan, + ) + + # Store references in app state + app.state.agent = agent + app.state.interface = interface + app.state.websub_subscriber = websub_subscriber + app.state.secret = secret + app.state.verify_signatures = verify_signatures + + @app.get("/health", response_model=HealthResponse) + async def health_check() -> HealthResponse: + """Health check endpoint.""" + return HealthResponse(status="ok") + + webhook_router = create_webhook_router( + agent, interface, webhook_path, verify_signatures=verify_signatures + ) + app.include_router(webhook_router) + + return app + + +async def subscribe_with_retry( + subscriber: WebSubSubscriber, + max_retries: int = 3, + retry_delay: float = 5.0, +) -> None: + for attempt in range(max_retries): + try: + success = await subscriber.subscribe() + if success: + return + except Exception as e: + logger.warning(f"WebSub subscription attempt {attempt + 1} failed: {e}") + + if attempt < max_retries - 1: + await asyncio.sleep(retry_delay) + + logger.error(f"Failed to subscribe to WebSub after {max_retries} attempts") + + +def log_task_exception(task: asyncio.Task) -> None: + if not task.cancelled() and task.exception(): + logger.error( + "Background subscription task failed with unexpected error", + exc_info=task.exception(), + ) diff --git a/langchain-interpreter/src/afm/models.py b/langchain-interpreter/src/afm/models.py new file mode 100644 index 0000000..4927e30 --- /dev/null +++ b/langchain-interpreter/src/afm/models.py @@ -0,0 +1,228 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +from enum import Enum +from typing import Annotated, Literal, Self + +from pydantic import BaseModel, ConfigDict, Field, model_validator + + +class Provider(BaseModel): + model_config = ConfigDict(extra="forbid") + + name: str | None = None + url: str | None = None + + +class ClientAuthentication(BaseModel): + model_config = ConfigDict(extra="allow") + + type: str + token: str | None = None + username: str | None = None + password: str | None = None + api_key: str | None = None + + @model_validator(mode="after") + def validate_type_fields(self) -> Self: + match self.type.lower(): + case "bearer": + if self.token is None: + raise ValueError("type 'bearer' requires 'token' field") + case "basic": + if self.username is None or self.password is None: + raise ValueError( + "type 'basic' requires 'username' and 'password' fields" + ) + case "api-key": + if self.api_key is None: + raise ValueError("type 'api-key' requires 'api_key' field") + return self + + +class Model(BaseModel): + model_config = ConfigDict(extra="forbid") + + name: str | None = None + provider: str | None = None + url: str | None = None + authentication: ClientAuthentication | None = None + + +class TransportType(str, Enum): + HTTP = "http" + + +class Transport(BaseModel): + model_config = ConfigDict(extra="forbid") + + type: Literal["http"] = "http" + url: str + authentication: ClientAuthentication | None = None + + +class ToolFilter(BaseModel): + model_config = ConfigDict(extra="forbid") + + allow: list[str] | None = None + deny: list[str] | None = None + + +class MCPServer(BaseModel): + model_config = ConfigDict(extra="forbid") + + name: str + transport: Transport + tool_filter: ToolFilter | None = None + + +class Tools(BaseModel): + model_config = ConfigDict(extra="forbid") + + mcp: list[MCPServer] | None = None + + +class JSONSchema(BaseModel): + model_config = ConfigDict(extra="allow") + + type: str + properties: dict[str, JSONSchema] | None = None + required: list[str] | None = None + items: JSONSchema | None = None + description: str | None = None + + +class Signature(BaseModel): + model_config = ConfigDict(extra="forbid") + + input: JSONSchema = Field(default_factory=lambda: JSONSchema(type="string")) + output: JSONSchema = Field(default_factory=lambda: JSONSchema(type="string")) + + +# + + +class HTTPExposure(BaseModel): + model_config = ConfigDict(extra="forbid") + + path: str + + +class Exposure(BaseModel): + model_config = ConfigDict(extra="forbid") + + http: HTTPExposure | None = None + + +class Subscription(BaseModel): + model_config = ConfigDict(extra="forbid") + + protocol: str + hub: str | None = None + topic: str | None = None + callback: str | None = None + secret: str | None = None + authentication: ClientAuthentication | None = None + + +class InterfaceType(str, Enum): + CONSOLE_CHAT = "consolechat" + WEB_CHAT = "webchat" + WEBHOOK = "webhook" + + +class ConsoleChatInterface(BaseModel): + model_config = ConfigDict(extra="forbid") + + type: Literal["consolechat"] = "consolechat" + signature: Signature = Field(default_factory=Signature) + + +class WebChatInterface(BaseModel): + model_config = ConfigDict(extra="forbid") + + type: Literal["webchat"] = "webchat" + signature: Signature = Field(default_factory=Signature) + exposure: Exposure = Field( + default_factory=lambda: Exposure(http=HTTPExposure(path="/chat")) + ) + + +class WebhookInterface(BaseModel): + model_config = ConfigDict(extra="forbid") + + type: Literal["webhook"] = "webhook" + prompt: str | None = None + signature: Signature = Field(default_factory=Signature) + exposure: Exposure = Field( + default_factory=lambda: Exposure(http=HTTPExposure(path="/webhook")) + ) + subscription: Subscription + + +# Type alias for any interface type +Interface = Annotated[ + ConsoleChatInterface | WebChatInterface | WebhookInterface, + Field(discriminator="type"), +] + + +class AgentMetadata(BaseModel): + model_config = ConfigDict(extra="forbid") + + spec_version: str | None = None + name: str | None = None + description: str | None = None + version: str | None = None + author: str | None = None + authors: list[str] | None = None + icon_url: str | None = None + provider: Provider | None = None + license: str | None = None + model: Model | None = None + interfaces: list[Interface] | None = None + tools: Tools | None = None + max_iterations: int | None = None + + +class AFMRecord(BaseModel): + model_config = ConfigDict(extra="forbid") + + metadata: AgentMetadata + role: str + instructions: str + + +class LiteralSegment(BaseModel): + model_config = ConfigDict(frozen=True) + + kind: Literal["literal"] = "literal" + text: str + + +class PayloadVariable(BaseModel): + model_config = ConfigDict(frozen=True) + + kind: Literal["payload"] = "payload" + path: str + + +class HeaderVariable(BaseModel): + model_config = ConfigDict(frozen=True) + + kind: Literal["header"] = "header" + name: str + + +# Type alias for template segments +TemplateSegment = Annotated[ + LiteralSegment | PayloadVariable | HeaderVariable, Field(discriminator="kind") +] + + +class CompiledTemplate(BaseModel): + model_config = ConfigDict(frozen=True) + + segments: tuple[TemplateSegment, ...] diff --git a/langchain-interpreter/src/afm/parser.py b/langchain-interpreter/src/afm/parser.py new file mode 100644 index 0000000..d9a4c04 --- /dev/null +++ b/langchain-interpreter/src/afm/parser.py @@ -0,0 +1,118 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from pathlib import Path + +import yaml +from pydantic import ValidationError + +from .exceptions import AFMParseError, AFMValidationError +from .models import AFMRecord, AgentMetadata +from .variables import resolve_variables, validate_http_variables + +# Delimiter for YAML frontmatter +FRONTMATTER_DELIMITER = "---" + + +def parse_afm(content: str) -> AFMRecord: + resolved_content = resolve_variables(content) + lines = resolved_content.splitlines() + metadata, body_start = _extract_frontmatter(lines) + role, instructions = _extract_role_and_instructions(lines, body_start) + afm_record = AFMRecord( + metadata=metadata, + role=role, + instructions=instructions, + ) + validate_http_variables(afm_record) + return afm_record + + +def parse_afm_file(file_path: str | Path) -> AFMRecord: + path = Path(file_path) + content = path.read_text(encoding="utf-8") + return parse_afm(content) + + +def _extract_frontmatter(lines: list[str]) -> tuple[AgentMetadata, int]: + if not lines or lines[0].strip() != FRONTMATTER_DELIMITER: + # No frontmatter - return empty metadata + return AgentMetadata(), 0 + + end_index = None + for i in range(1, len(lines)): + if lines[i].strip() == FRONTMATTER_DELIMITER: + end_index = i + break + + if end_index is None: + raise AFMParseError("Unclosed frontmatter - missing closing '---'") + + yaml_lines = lines[1:end_index] + yaml_content = "\n".join(yaml_lines) + + if not yaml_content.strip(): + return AgentMetadata(), end_index + 1 + + try: + yaml_data = yaml.safe_load(yaml_content) + except yaml.YAMLError as e: + raise AFMParseError(f"Invalid YAML in frontmatter: {e}") + + if yaml_data is None: + return AgentMetadata(), end_index + 1 + + if not isinstance(yaml_data, dict): + raise AFMParseError("Frontmatter must be a YAML mapping/object") + + try: + metadata = AgentMetadata.model_validate(yaml_data) + except ValidationError as e: + errors = e.errors() + if errors: + first_error = errors[0] + field = ".".join(str(loc) for loc in first_error.get("loc", [])) + msg = first_error.get("msg", "Invalid value") + raise AFMValidationError(msg, field=field) + raise AFMValidationError(str(e)) + + return metadata, end_index + 1 + + +def _extract_role_and_instructions( + lines: list[str], start_index: int +) -> tuple[str, str]: + role_lines: list[str] = [] + instructions_lines: list[str] = [] + + in_role = False + in_instructions = False + + for i in range(start_index, len(lines)): + line = lines[i] + stripped = line.strip() + + if stripped.startswith("# "): + heading = stripped[2:].strip().lower() + if heading == "role": + in_role = True + in_instructions = False + continue + elif heading == "instructions": + in_role = False + in_instructions = True + continue + else: + # Different heading - stop current section + in_role = False + in_instructions = False + + if in_role: + role_lines.append(line) + elif in_instructions: + instructions_lines.append(line) + + role = "\n".join(role_lines).strip() + instructions = "\n".join(instructions_lines).strip() + + return role, instructions diff --git a/langchain-interpreter/src/afm/providers.py b/langchain-interpreter/src/afm/providers.py new file mode 100644 index 0000000..e2fc0c0 --- /dev/null +++ b/langchain-interpreter/src/afm/providers.py @@ -0,0 +1,136 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import os +from typing import TYPE_CHECKING + +from langchain_core.language_models import BaseChatModel + +from .exceptions import ProviderError +from .models import ClientAuthentication, Model + +if TYPE_CHECKING: + from langchain_anthropic import ChatAnthropic + from langchain_openai import ChatOpenAI + + +DEFAULT_OPENAI_MODEL = "gpt-4o" +DEFAULT_ANTHROPIC_MODEL = "claude-sonnet-4-5" + +DEFAULT_OPENAI_URL = "https://api.openai.com/v1" +DEFAULT_ANTHROPIC_URL = "https://api.anthropic.com" + +# Environment variable names for API keys +OPENAI_API_KEY_ENV = "OPENAI_API_KEY" +ANTHROPIC_API_KEY_ENV = "ANTHROPIC_API_KEY" + + +def create_model_provider(afm_model: Model | None = None) -> BaseChatModel: + if afm_model is None: + return _create_openai_model(None) + + provider = (afm_model.provider or "openai").lower() + + match provider: + case "openai": + return _create_openai_model(afm_model) + case "anthropic": + return _create_anthropic_model(afm_model) + case _: + raise ProviderError(f"Unsupported provider: {provider}", provider=provider) + + +def _create_openai_model(afm_model: Model | None) -> ChatOpenAI: + try: + from langchain_openai import ChatOpenAI + except ImportError as e: + raise ProviderError( + "langchain-openai package is required for OpenAI models. " + "Install it with: pip install langchain-openai", + provider="openai", + ) from e + + api_key = _get_api_key( + afm_model.authentication if afm_model else None, + OPENAI_API_KEY_ENV, + "openai", + ) + model_name = ( + afm_model.name if afm_model and afm_model.name else DEFAULT_OPENAI_MODEL + ) + base_url = afm_model.url if afm_model and afm_model.url else None + + kwargs: dict = { + "api_key": api_key, + "model": model_name, + } + if base_url: + kwargs["base_url"] = base_url + + return ChatOpenAI(**kwargs) + + +def _create_anthropic_model(afm_model: Model) -> ChatAnthropic: + try: + from langchain_anthropic import ChatAnthropic + except ImportError as e: + raise ProviderError( + "langchain-anthropic package is required for Anthropic models. " + "Install it with: pip install langchain-anthropic", + provider="anthropic", + ) from e + + api_key = _get_api_key( + afm_model.authentication, + ANTHROPIC_API_KEY_ENV, + "anthropic", + ) + model_name = afm_model.name if afm_model.name else DEFAULT_ANTHROPIC_MODEL + base_url = afm_model.url if afm_model.url else None + + kwargs: dict = { + "api_key": api_key, + "model": model_name, + } + if base_url: + kwargs["base_url"] = base_url + + return ChatAnthropic(**kwargs) + + +def _get_api_key( + auth: ClientAuthentication | None, + env_var: str, + provider: str, +) -> str: + if auth is not None: + auth_type = auth.type.lower() + + if auth_type == "bearer" and auth.token: + return auth.token + elif auth_type == "api-key" and auth.api_key: + return auth.api_key + elif auth_type == "basic": + raise ProviderError( + "Basic authentication is not supported for LLM providers. " + "Use 'bearer' or 'api-key' authentication type.", + provider=provider, + ) + else: + auth_dict = auth.model_dump(exclude_none=True) + for key in ["token", "api_key", "key", "apiKey"]: + if key in auth_dict and auth_dict[key]: + return auth_dict[key] + + # Fall back to environment variable + api_key = os.environ.get(env_var) + if api_key: + return api_key + + raise ProviderError( + f"No API key found. Provide authentication in the model config " + f"or set the {env_var} environment variable.", + provider=provider, + ) diff --git a/langchain-interpreter/src/afm/resources/chat-ui.html b/langchain-interpreter/src/afm/resources/chat-ui.html new file mode 100644 index 0000000..f29af68 --- /dev/null +++ b/langchain-interpreter/src/afm/resources/chat-ui.html @@ -0,0 +1,251 @@ + + + + + + AFM Web Chat + + + +
+
+ Agent icon +

{{AGENT_NAME}}

+

{{AGENT_DESCRIPTION}}

+

Powered by LangChain

+
+
+
+
+
Agent
+
Hello! How can I help you today?
+
+
+
+
+
+ + +
+
+
+ + + diff --git a/langchain-interpreter/src/afm/schema_validator.py b/langchain-interpreter/src/afm/schema_validator.py new file mode 100644 index 0000000..00574cd --- /dev/null +++ b/langchain-interpreter/src/afm/schema_validator.py @@ -0,0 +1,116 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +import json +import re +from typing import Any + +import jsonschema +from jsonschema import ValidationError as JsonSchemaValidationError + +from .exceptions import InputValidationError, OutputValidationError +from .models import JSONSchema + +JSON_BLOCK_PATTERN = re.compile(r"```json\s*([\s\S]*?)\s*```") +GENERIC_BLOCK_PATTERN = re.compile(r"```\s*([\s\S]*?)\s*```") + + +def json_schema_to_dict(schema: JSONSchema) -> dict[str, Any]: + result: dict[str, Any] = {"type": schema.type} + + if schema.properties is not None: + result["properties"] = { + name: json_schema_to_dict(prop) for name, prop in schema.properties.items() + } + + if schema.required is not None: + result["required"] = schema.required + + if schema.items is not None: + result["items"] = json_schema_to_dict(schema.items) + + if schema.description is not None: + result["description"] = schema.description + + extra_fields = schema.model_dump( + exclude={"type", "properties", "required", "items", "description"} + ) + for key, value in extra_fields.items(): + if value is not None: + original = getattr(schema, key, None) + if isinstance(original, JSONSchema): + result[key] = json_schema_to_dict(original) + else: + result[key] = value + + return result + + +def validate_input(data: Any, schema: JSONSchema) -> None: + schema_dict = json_schema_to_dict(schema) + try: + jsonschema.validate(instance=data, schema=schema_dict) + except JsonSchemaValidationError as e: + path = ".".join(str(p) for p in e.absolute_path) if e.absolute_path else None + raise InputValidationError(e.message, schema_path=path) from e + + +def validate_output(data: Any, schema: JSONSchema) -> None: + schema_dict = json_schema_to_dict(schema) + try: + jsonschema.validate(instance=data, schema=schema_dict) + except JsonSchemaValidationError as e: + path = ".".join(str(p) for p in e.absolute_path) if e.absolute_path else None + raise OutputValidationError(e.message, schema_path=path) from e + + +def extract_json_from_response(response: str) -> str: + match = JSON_BLOCK_PATTERN.search(response) + if match: + return match.group(1).strip() + + match = GENERIC_BLOCK_PATTERN.search(response) + if match: + return match.group(1).strip() + + return response.strip() + + +def coerce_output_to_schema( + response: str, + schema: JSONSchema, +) -> Any: + if schema.type == "string": + return response + + json_str = extract_json_from_response(response) + + try: + data = json.loads(json_str) + except json.JSONDecodeError as e: + raise OutputValidationError( + f"Failed to parse response as JSON: {e}", + schema_path=None, + ) from e + + # Handle non-object schema types + if schema.type != "object": + validate_output(data, schema) + return data + + # Validate against schema + validate_output(data, schema) + return data + + +def build_output_schema_instruction(schema: JSONSchema) -> str: + schema_dict = json_schema_to_dict(schema) + schema_json = json.dumps(schema_dict, indent=2) + + return f""" + +The final response MUST conform to the following JSON schema: +{schema_json} + +Respond only with the JSON value enclosed between ``` and ```. +Do not include any other text or explanation outside the code block.""" diff --git a/langchain-interpreter/src/afm/templates.py b/langchain-interpreter/src/afm/templates.py new file mode 100644 index 0000000..e7eee86 --- /dev/null +++ b/langchain-interpreter/src/afm/templates.py @@ -0,0 +1,283 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + + +from __future__ import annotations + +import json +from typing import Any + +from .exceptions import ( + JSONAccessError, + TemplateCompilationError, + TemplateEvaluationError, +) +from .models import ( + CompiledTemplate, + HeaderVariable, + LiteralSegment, + PayloadVariable, + TemplateSegment, +) + + +def compile_template(template: str) -> CompiledTemplate: + segments: list[TemplateSegment] = [] + pos = 0 + + while pos < len(template): + dollar_pos = template.find("${", pos) + + if dollar_pos == -1: + if pos < len(template): + segments.append(LiteralSegment(text=template[pos:])) + break + + close_pos = template.find("}", dollar_pos) + + if close_pos == -1: + if pos < len(template): + segments.append(LiteralSegment(text=template[pos:])) + break + + if dollar_pos > pos: + segments.append(LiteralSegment(text=template[pos:dollar_pos])) + + var_expr = template[dollar_pos + 2 : close_pos] + + if var_expr.startswith("http:"): + http_part = var_expr[5:] # Remove "http:" prefix + segment = _parse_http_variable(http_part, var_expr) + segments.append(segment) + else: + segments.append(LiteralSegment(text=f"${{{var_expr}}}")) + + pos = close_pos + 1 + + return CompiledTemplate(segments=tuple(segments)) + + +def _parse_http_variable(http_part: str, full_expr: str) -> TemplateSegment: + if http_part == "payload": + # Entire payload + return PayloadVariable(path="") + + if http_part.startswith("payload."): + path = http_part[8:] # Remove "payload." + if not path: + raise TemplateCompilationError( + f"Invalid http variable format: {full_expr}", + template=full_expr, + ) + return PayloadVariable(path=path) + + if http_part.startswith("header."): + header_name = http_part[7:] # Remove "header." + if not header_name: + raise TemplateCompilationError( + f"Invalid http variable format: {full_expr}", + template=full_expr, + ) + return HeaderVariable(name=header_name) + + # Unknown prefix + prefix = http_part.split(".")[0] if "." in http_part else http_part + raise TemplateCompilationError( + f"Unknown http variable prefix: {prefix}", + template=full_expr, + ) + + +def evaluate_template( + compiled: CompiledTemplate, + payload: Any, + headers: dict[str, str | list[str]] | None, +) -> str: + parts: list[str] = [] + + for segment in compiled.segments: + match segment: + case LiteralSegment(text=text): + parts.append(text) + case PayloadVariable(): + _handle_payload_variable(payload, parts, segment) + case HeaderVariable(): + _handle_header_variable(headers, parts, segment) + + return "".join(parts) + + +def _handle_payload_variable( + payload: Any, + parts: list[str], + segment: PayloadVariable, +) -> None: + if segment.path == "": + # Entire payload + parts.append(json.dumps(payload)) + return + + try: + value = access_json_field(payload, segment.path) + if isinstance(value, str): + parts.append(value) + else: + parts.append(json.dumps(value)) + except JSONAccessError as e: + raise TemplateEvaluationError( + f"Cannot resolve payload variable '${{http:payload.{segment.path}}}': " + f"field not found", + template=f"http:payload.{segment.path}", + ) from e + + +def _handle_header_variable( + headers: dict[str, str | list[str]] | None, + parts: list[str], + segment: HeaderVariable, +) -> None: + if headers is None: + raise TemplateEvaluationError( + f"Cannot resolve header variable '${{http:header.{segment.name}}}': " + "no headers provided", + template=f"http:header.{segment.name}", + ) + + # Case-insensitive header lookup + header_name_lower = segment.name.lower() + for key, value in headers.items(): + if key.lower() == header_name_lower: + if isinstance(value, list): + parts.append(", ".join(value)) + else: + parts.append(value) + return + + # Header not found + raise TemplateEvaluationError( + f"Cannot resolve header variable '${{http:header.{segment.name}}}': " + f"header not found", + template=f"http:header.{segment.name}", + ) + + +def access_json_field(payload: Any, path: str) -> Any: + if not path: + return payload + + current = payload + remaining = path + + while remaining: + # Check for bracket notation at start + if remaining.startswith("["): + current, remaining = _handle_bracket_access(current, remaining) + elif remaining.startswith("."): + if remaining.startswith(".."): + raise JSONAccessError( + f"Empty field name in path: {remaining}", + path=remaining, + ) + # Skip leading dot + remaining = remaining[1:] + else: + # Dot notation - find next delimiter + current, remaining = _handle_dot_notation(current, remaining) + + return current + + +def _handle_bracket_access(current: Any, remaining: str) -> tuple[Any, str]: + # Find closing bracket + close_bracket = remaining.find("]") + if close_bracket == -1: + raise JSONAccessError( + f"Invalid bracket notation in path: {remaining}", + path=remaining, + ) + + bracket_content = remaining[1:close_bracket] + new_remaining = remaining[close_bracket + 1 :] + + # Check if it's a quoted string or array index + if (bracket_content.startswith("'") and bracket_content.endswith("'")) or ( + bracket_content.startswith('"') and bracket_content.endswith('"') + ): + # Quoted field name + field_name = bracket_content[1:-1] + if not isinstance(current, dict): + raise JSONAccessError( + f"Cannot access field '{field_name}' on non-object", + path=remaining, + ) + if field_name not in current: + raise JSONAccessError( + f"Field '{field_name}' not found", + path=remaining, + ) + return current[field_name], new_remaining + else: + # Array index + try: + index = int(bracket_content) + except ValueError as err: + raise JSONAccessError( + f"Invalid array index: {bracket_content}", + path=remaining, + ) from err + + if not isinstance(current, list): + raise JSONAccessError( + f"Cannot access index {index} on non-array", + path=remaining, + ) + if index < 0 or index >= len(current): + raise JSONAccessError( + f"Array index out of bounds: {index}", + path=remaining, + ) + return current[index], new_remaining + + +def _handle_dot_notation(current: Any, remaining: str) -> tuple[Any, str]: + # Find next delimiter (., [, or end of string) + dot_pos = remaining.find(".") + bracket_pos = remaining.find("[") + + if dot_pos == -1 and bracket_pos == -1: + # No more delimiters - this is the final field + field_name = remaining + new_remaining = "" + elif dot_pos == -1: + # Only bracket found + field_name = remaining[:bracket_pos] + new_remaining = remaining[bracket_pos:] + elif bracket_pos == -1: + # Only dot found + field_name = remaining[:dot_pos] + new_remaining = remaining[dot_pos:] + else: + # Both found - use whichever comes first + delimiter_pos = min(dot_pos, bracket_pos) + field_name = remaining[:delimiter_pos] + new_remaining = remaining[delimiter_pos:] + + if not field_name: + # Empty field name (e.g., from ".." or ".[") + raise JSONAccessError( + f"Empty field name in path: {remaining}", + path=remaining, + ) + + if not isinstance(current, dict): + raise JSONAccessError( + f"Cannot access field '{field_name}' on non-object", + path=remaining, + ) + if field_name not in current: + raise JSONAccessError( + f"Field '{field_name}' not found", + path=remaining, + ) + + return current[field_name], new_remaining diff --git a/langchain-interpreter/src/afm/tools/__init__.py b/langchain-interpreter/src/afm/tools/__init__.py new file mode 100644 index 0000000..284fff9 --- /dev/null +++ b/langchain-interpreter/src/afm/tools/__init__.py @@ -0,0 +1,2 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 diff --git a/langchain-interpreter/src/afm/tools/mcp.py b/langchain-interpreter/src/afm/tools/mcp.py new file mode 100644 index 0000000..6656579 --- /dev/null +++ b/langchain-interpreter/src/afm/tools/mcp.py @@ -0,0 +1,244 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import logging + +import httpx +from langchain_core.tools import BaseTool +from langchain_mcp_adapters.client import MultiServerMCPClient +from langchain_mcp_adapters.sessions import StreamableHttpConnection + +from ..exceptions import ( + MCPAuthenticationError, + MCPConnectionError, + MCPError, +) +from ..models import ( + AFMRecord, + ClientAuthentication, + MCPServer, + ToolFilter, +) + +logger = logging.getLogger(__name__) + + +class BearerAuth(httpx.Auth): + def __init__(self, token: str) -> None: + self.token = token + + def auth_flow(self, request: httpx.Request): + request.headers["Authorization"] = f"Bearer {self.token}" + yield request + + +class ApiKeyAuth(httpx.Auth): + def __init__(self, api_key: str, header_name: str = "Authorization") -> None: + self.api_key = api_key + self.header_name = header_name + + def auth_flow(self, request: httpx.Request): + request.headers[self.header_name] = self.api_key + yield request + + +def build_httpx_auth(auth: ClientAuthentication | None) -> httpx.Auth | None: + if auth is None: + return None + + auth_type = auth.type.lower() + + if auth_type == "bearer": + if auth.token is None: + raise MCPAuthenticationError("Bearer auth requires 'token' field") + return BearerAuth(auth.token) + + elif auth_type == "basic": + if auth.username is None or auth.password is None: + raise MCPAuthenticationError( + "Basic auth requires 'username' and 'password' fields" + ) + return httpx.BasicAuth(auth.username, auth.password) + + elif auth_type == "api-key": + if auth.api_key is None: + raise MCPAuthenticationError("API key auth requires 'api_key' field") + return ApiKeyAuth(auth.api_key) + + elif auth_type in ("oauth2", "jwt"): + raise MCPAuthenticationError( + f"Authentication type '{auth_type}' not yet supported" + ) + + else: + raise MCPAuthenticationError(f"Unsupported authentication type: {auth_type}") + + +def filter_tools( + tools: list[BaseTool], + tool_filter: ToolFilter | None, +) -> list[BaseTool]: + if tool_filter is None: + return tools + + allow = tool_filter.allow + deny = tool_filter.deny + + # No filters specified + if allow is None and deny is None: + return tools + + # Build a set of tool names for efficient lookup + tool_names = {tool.name for tool in tools} + + if allow is not None: + # Start with allowed tools only + allowed_set = set(allow) & tool_names + else: + # Start with all tools + allowed_set = tool_names + + if deny is not None: + # Remove denied tools + allowed_set -= set(deny) + + # Filter the tools list maintaining order + return [tool for tool in tools if tool.name in allowed_set] + + +class MCPClient: + def __init__( + self, + name: str, + url: str, + authentication: ClientAuthentication | None = None, + tool_filter: ToolFilter | None = None, + ) -> None: + """Initialize an MCP client.""" + self.name = name + self.url = url + self.authentication = authentication + self.tool_filter = tool_filter + self._tools: list[BaseTool] | None = None + + @classmethod + def from_mcp_server(cls, server: MCPServer) -> "MCPClient": + transport = server.transport + + if transport.type != "http": + raise MCPError( + f"Unsupported transport type: {transport.type}. Only 'http' is supported for now.", + server_name=server.name, + ) + + return cls( + name=server.name, + url=transport.url, + authentication=transport.authentication, + tool_filter=server.tool_filter, + ) + + def _build_connection_config(self) -> StreamableHttpConnection: + config: StreamableHttpConnection = { + "transport": "streamable_http", + "url": self.url, + } + + # Add authentication if configured + auth = build_httpx_auth(self.authentication) + if auth is not None: + config["auth"] = auth + + return config + + async def get_tools(self) -> list[BaseTool]: + try: + # Create a client for just this server + client = MultiServerMCPClient({self.name: self._build_connection_config()}) + + # Get tools from the server + tools = await client.get_tools(server_name=self.name) + + # Apply filtering + filtered_tools = filter_tools(tools, self.tool_filter) + + logger.info( + f"MCP server '{self.name}': loaded {len(filtered_tools)} tools " + f"(filtered from {len(tools)})" + ) + + return filtered_tools + + except MCPError: + # Re-raise MCPError subclasses (like MCPAuthenticationError) to preserve diagnostics + raise + except Exception as e: + raise MCPConnectionError( + f"Failed to connect: {e}", + server_name=self.name, + ) from e + + +class MCPManager: + def __init__(self, servers: list[MCPServer]) -> None: + """Initialize the MCP manager.""" + self._servers = servers + self._clients: list[MCPClient] = [] + self._tools: list[BaseTool] | None = None + + # Create clients for each server + for server in servers: + try: + client = MCPClient.from_mcp_server(server) + self._clients.append(client) + except MCPError as e: + logger.warning(f"Skipping MCP server: {e}") + + @classmethod + def from_afm(cls, afm: AFMRecord) -> "MCPManager | None": + tools_config = afm.metadata.tools + if tools_config is None: + return None + + mcp_servers = tools_config.mcp + if mcp_servers is None or len(mcp_servers) == 0: + return None + + return cls(mcp_servers) + + @property + def server_names(self) -> list[str]: + return [client.name for client in self._clients] + + async def get_tools(self) -> list[BaseTool]: + if self._tools is not None: + return self._tools + + all_tools: list[BaseTool] = [] + errors: list[str] = [] + + # Get tools from each client individually to handle per-server filtering + for client in self._clients: + try: + tools = await client.get_tools() + all_tools.extend(tools) + except MCPConnectionError as e: + errors.append(str(e)) + logger.error(f"Failed to get tools from server '{client.name}': {e}") + + if errors and not all_tools: + raise MCPConnectionError( + f"Failed to connect to any MCP server: {'; '.join(errors)}" + ) + + # Only cache if all servers succeeded; partial results are not + # cached so that failed servers can be retried on the next call. + if not errors: + self._tools = all_tools + + return all_tools + + def clear_cache(self) -> None: + self._tools = None diff --git a/langchain-interpreter/src/afm/variables.py b/langchain-interpreter/src/afm/variables.py new file mode 100644 index 0000000..b7a24f5 --- /dev/null +++ b/langchain-interpreter/src/afm/variables.py @@ -0,0 +1,253 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import os +import re +from typing import TYPE_CHECKING, Any + +from .exceptions import AFMValidationError, VariableResolutionError +from .models import ( + ConsoleChatInterface, + WebChatInterface, + WebhookInterface, +) + +if TYPE_CHECKING: + from .models import ( + AFMRecord, + ClientAuthentication, + Exposure, + JSONSchema, + Signature, + Subscription, + ToolFilter, + ) + +# Pattern to match ${...} variable syntax +VARIABLE_PATTERN = re.compile(r"\$\{([^}]+)\}") + + +def resolve_variables(content: str) -> str: + result = content + start_pos = 0 + + while True: + match = VARIABLE_PATTERN.search(result, start_pos) + if match is None: + break + + dollar_pos = match.start() + close_brace_pos = match.end() + var_expr = match.group(1) + + line_start = result.rfind("\n", 0, dollar_pos) + 1 + line_prefix = result[line_start:dollar_pos].strip() + + if line_prefix.startswith("#"): + start_pos = close_brace_pos + continue + + if ":" in var_expr: + prefix, var_name = var_expr.split(":", 1) + else: + prefix = "" + var_name = var_expr + + if prefix == "http": + start_pos = close_brace_pos + continue + + if prefix in ("", "env"): + env_value = os.environ.get(var_name) + if env_value is None or env_value == "": + raise VariableResolutionError( + var_expr, f"Environment variable '{var_name}' not found" + ) + resolved_value = env_value + else: + raise VariableResolutionError( + var_expr, + f"Unsupported variable prefix '{prefix}:'. " + "Only 'env:' and 'http:' are supported.", + ) + + # Replace the variable with its value + before = result[:dollar_pos] + after = result[close_brace_pos:] + result = before + resolved_value + after + start_pos = len(before) + len(resolved_value) + + return result + + +def contains_http_variable(content: str) -> bool: + return "${http:" in content + + +def validate_http_variables(afm_record: AFMRecord) -> None: + errored_fields: list[str] = [] + + # Check role and instructions + if contains_http_variable(afm_record.role): + errored_fields.append("role") + + if contains_http_variable(afm_record.instructions): + errored_fields.append("instructions") + + metadata = afm_record.metadata + + # Check simple string fields + simple_fields = [ + ("spec_version", metadata.spec_version), + ("name", metadata.name), + ("description", metadata.description), + ("version", metadata.version), + ("author", metadata.author), + ("icon_url", metadata.icon_url), + ("license", metadata.license), + ] + + for field_name, value in simple_fields: + if value is not None and contains_http_variable(value): + errored_fields.append(field_name) + + # Check authors list + if metadata.authors: + for author in metadata.authors: + if contains_http_variable(author): + errored_fields.append("authors") + break + + # Check provider + if metadata.provider: + if metadata.provider.name and contains_http_variable(metadata.provider.name): + errored_fields.append("provider.name") + if metadata.provider.url and contains_http_variable(metadata.provider.url): + errored_fields.append("provider.url") + + # Check model + if metadata.model: + model = metadata.model + if model.name and contains_http_variable(model.name): + errored_fields.append("model.name") + if model.provider and contains_http_variable(model.provider): + errored_fields.append("model.provider") + if model.url and contains_http_variable(model.url): + errored_fields.append("model.url") + if _authentication_contains_http_variable(model.authentication): + errored_fields.append("model.authentication") + + # Check interfaces + if metadata.interfaces: + for interface in metadata.interfaces: + match interface: + case ConsoleChatInterface(): + if _signature_contains_http_variable(interface.signature): + errored_fields.append("interfaces.consolechat.signature") + case WebChatInterface(): + if _signature_contains_http_variable(interface.signature): + errored_fields.append("interfaces.webchat.signature") + if _exposure_contains_http_variable(interface.exposure): + errored_fields.append("interfaces.webchat.exposure") + case WebhookInterface(): + # Note: webhook.prompt is allowed to contain http: variables + if _signature_contains_http_variable(interface.signature): + errored_fields.append("interfaces.webhook.signature") + if _exposure_contains_http_variable(interface.exposure): + errored_fields.append("interfaces.webhook.exposure") + if _subscription_contains_http_variable(interface.subscription): + errored_fields.append("interfaces.webhook.subscription") + + # Check tools + if metadata.tools and metadata.tools.mcp: + for server in metadata.tools.mcp: + if contains_http_variable(server.name): + errored_fields.append("tools.mcp.name") + if contains_http_variable(server.transport.url): + errored_fields.append("tools.mcp.transport.url") + if _authentication_contains_http_variable(server.transport.authentication): + errored_fields.append("tools.mcp.transport.authentication") + if _tool_filter_contains_http_variable(server.tool_filter): + errored_fields.append("tools.mcp.tool_filter") + + if errored_fields: + fields_str = ", ".join(errored_fields) + raise AFMValidationError( + f"http: variables are only supported in webhook prompt fields, " + f"found in: {fields_str}" + ) + + +def _authentication_contains_http_variable( + auth: ClientAuthentication | None, +) -> bool: + if auth is None: + return False + + # Check all fields in the authentication object + for value in auth.model_dump().values(): + if isinstance(value, str) and contains_http_variable(value): + return True + return False + + +def _signature_contains_http_variable(signature: Signature) -> bool: + return _json_schema_contains_http_variable( + signature.input + ) or _json_schema_contains_http_variable(signature.output) + + +def _json_schema_contains_http_variable(schema: JSONSchema) -> bool: + # Dump all fields and recursively check them + schema_dict = schema.model_dump() + + def _check_value(value: Any) -> bool: + """Recursively check a value for http: variables.""" + if isinstance(value, str): + return contains_http_variable(value) + elif isinstance(value, dict): + for v in value.values(): + if _check_value(v): + return True + elif isinstance(value, list): + for item in value: + if _check_value(item): + return True + return False + + return _check_value(schema_dict) + + +def _exposure_contains_http_variable(exposure: Exposure) -> bool: + if exposure.http and contains_http_variable(exposure.http.path): + return True + return False + + +def _subscription_contains_http_variable(subscription: Subscription) -> bool: + if contains_http_variable(subscription.protocol): + return True + if subscription.hub and contains_http_variable(subscription.hub): + return True + if subscription.topic and contains_http_variable(subscription.topic): + return True + if subscription.callback and contains_http_variable(subscription.callback): + return True + if subscription.secret and contains_http_variable(subscription.secret): + return True + if _authentication_contains_http_variable(subscription.authentication): + return True + return False + + +def _tool_filter_contains_http_variable(tool_filter: ToolFilter | None) -> bool: + if tool_filter is None: + return False + + all_tools = (tool_filter.allow or []) + (tool_filter.deny or []) + for tool in all_tools: + if contains_http_variable(tool): + return True + return False diff --git a/langchain-interpreter/tests/__init__.py b/langchain-interpreter/tests/__init__.py new file mode 100644 index 0000000..284fff9 --- /dev/null +++ b/langchain-interpreter/tests/__init__.py @@ -0,0 +1,2 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 diff --git a/langchain-interpreter/tests/conftest.py b/langchain-interpreter/tests/conftest.py new file mode 100644 index 0000000..7104c36 --- /dev/null +++ b/langchain-interpreter/tests/conftest.py @@ -0,0 +1,63 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +import os +from pathlib import Path + +import pytest + + +@pytest.fixture +def fixtures_dir() -> Path: + return Path(__file__).parent / "fixtures" + + +@pytest.fixture +def sample_agent_path(fixtures_dir: Path) -> Path: + return fixtures_dir / "sample_agent.afm.md" + + +@pytest.fixture +def sample_consolechat_path(fixtures_dir: Path) -> Path: + return fixtures_dir / "sample_consolechat_agent.afm.md" + + +@pytest.fixture +def sample_webhook_path(fixtures_dir: Path) -> Path: + return fixtures_dir / "sample_webhook_agent.afm.md" + + +@pytest.fixture +def sample_minimal_path(fixtures_dir: Path) -> Path: + return fixtures_dir / "sample_minimal.afm.md" + + +@pytest.fixture +def sample_no_frontmatter_path(fixtures_dir: Path) -> Path: + return fixtures_dir / "sample_no_frontmatter.afm.md" + + +@pytest.fixture +def env_vars(): + original_values: dict[str, str | None] = {} + + class EnvManager: + def set(self, name: str, value: str) -> None: + if name not in original_values: + original_values[name] = os.environ.get(name) + os.environ[name] = value + + def unset(self, name: str) -> None: + if name not in original_values: + original_values[name] = os.environ.get(name) + if name in os.environ: + del os.environ[name] + + yield EnvManager() + + for name, original_value in original_values.items(): + if original_value is None: + if name in os.environ: + del os.environ[name] + else: + os.environ[name] = original_value diff --git a/langchain-interpreter/tests/fixtures/sample_agent.afm.md b/langchain-interpreter/tests/fixtures/sample_agent.afm.md new file mode 100644 index 0000000..b38628d --- /dev/null +++ b/langchain-interpreter/tests/fixtures/sample_agent.afm.md @@ -0,0 +1,47 @@ +--- +spec_version: '0.3.0' +name: "TestAgent" +description: "A test agent for AFM parsing." +authors: + - "Maryam" + - "Copilot" +version: "0.1.0" +icon_url: "https://example.com/icon.png" +license: "Apache-2.0" +interfaces: + - type: webchat + signature: + input: + type: object + properties: + user_prompt: + type: string + description: Prompt from user. + required: [user_prompt] + output: + type: object + properties: + response: + type: string + description: Agent response. + required: [response] +tools: + mcp: + - name: "TestServer" + transport: + type: http + url: "https://test-server.com/api" + authentication: + type: bearer + token: "dummy-token" + tool_filter: + allow: + - "tool1" + - "tool2" +max_iterations: 5 +--- +# Role +This is a test role for the agent. It should be parsed correctly. + +# Instructions +These are the instructions for the agent. They should also be parsed correctly. diff --git a/langchain-interpreter/tests/fixtures/sample_consolechat_agent.afm.md b/langchain-interpreter/tests/fixtures/sample_consolechat_agent.afm.md new file mode 100644 index 0000000..9642870 --- /dev/null +++ b/langchain-interpreter/tests/fixtures/sample_consolechat_agent.afm.md @@ -0,0 +1,27 @@ +--- +spec_version: '0.3.0' +name: "TestAgent" +description: "A test agent for AFM parsing." +author: "Copilot" +version: "0.1.0" +interfaces: + - type: consolechat +max_iterations: 5 +model: + name: "gpt-4" + provider: "openai" + url: "https://api.openai.com/v1/chat/completions" + authentication: + type: "bearer" + token: "mock-token" +--- + +# Role +You are a friendly and helpful conversational assistant. Your purpose is to engage in natural, helpful conversations with users, answering their questions and assisting with various tasks. + +# Instructions +- Always respond in a friendly and conversational tone +- Keep your responses clear, concise, and easy to understand +- Be helpful and provide practical advice when possible +- Ask clarifying questions when needed +- Maintain context throughout the conversation diff --git a/langchain-interpreter/tests/fixtures/sample_minimal.afm.md b/langchain-interpreter/tests/fixtures/sample_minimal.afm.md new file mode 100644 index 0000000..7e08e1b --- /dev/null +++ b/langchain-interpreter/tests/fixtures/sample_minimal.afm.md @@ -0,0 +1,9 @@ +--- +spec_version: "0.3.0" +--- + +# Role +Agent role here. + +# Instructions +Agent instructions here. diff --git a/langchain-interpreter/tests/fixtures/sample_no_frontmatter.afm.md b/langchain-interpreter/tests/fixtures/sample_no_frontmatter.afm.md new file mode 100644 index 0000000..af7b26b --- /dev/null +++ b/langchain-interpreter/tests/fixtures/sample_no_frontmatter.afm.md @@ -0,0 +1,5 @@ +# Role +This is the role without frontmatter. + +# Instructions +These are instructions without frontmatter. diff --git a/langchain-interpreter/tests/fixtures/sample_webhook_agent.afm.md b/langchain-interpreter/tests/fixtures/sample_webhook_agent.afm.md new file mode 100644 index 0000000..7277d3f --- /dev/null +++ b/langchain-interpreter/tests/fixtures/sample_webhook_agent.afm.md @@ -0,0 +1,31 @@ +--- +spec_version: '0.3.0' +name: "WebhookTestAgent" +description: "A test agent for webhook AFM processing." +author: "Copilot" +version: "0.1.0" +interfaces: + - type: webhook + prompt: "[${http:payload.event}] Process the following order event: ${http:payload}" + subscription: + protocol: "websub" + hub: "http://localhost:9193/websub/hub" + topic: "http://localhost:9193/events/orders" + callback: "http://localhost:8080/webhook" +max_iterations: 5 +model: + provider: "openai" + url: "https://api.openai.com/v1/chat/completions" + authentication: + type: "bearer" + token: "mock-token" +--- + +# Role +You are an order processing assistant that handles webhook events for e-commerce orders. + +# Instructions +- Process incoming order events from the webhook +- Extract relevant information from the event payload +- Provide clear confirmation of the action taken +- Log important details like order ID, customer information, and amounts diff --git a/langchain-interpreter/tests/test_agent.py b/langchain-interpreter/tests/test_agent.py new file mode 100644 index 0000000..c923c58 --- /dev/null +++ b/langchain-interpreter/tests/test_agent.py @@ -0,0 +1,138 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from unittest.mock import MagicMock, patch + +import pytest + +from afm.agent import Agent +from afm.models import ( + AFMRecord, + AgentMetadata, + Model, +) + + +@pytest.fixture +def mock_chat_model() -> MagicMock: + from langchain_core.messages import AIMessage + from unittest.mock import AsyncMock + + model = MagicMock() + model.invoke.return_value = AIMessage(content="Hello! I'm here to help.") + model.ainvoke = AsyncMock( + return_value=AIMessage(content="Hello! I'm here to help.") + ) + return model + + +@pytest.fixture +def simple_afm() -> AFMRecord: + return AFMRecord( + metadata=AgentMetadata( + name="Test Agent", + description="A test agent", + ), + role="You are a helpful assistant.", + instructions="Be concise and helpful in your responses.", + ) + + +class TestAgentCreation: + def test_create_agent_with_mock_model( + self, + simple_afm: AFMRecord, + mock_chat_model: MagicMock, + ) -> None: + agent = Agent(simple_afm, model=mock_chat_model) + assert agent.name == "Test Agent" + assert agent.description == "A test agent" + + def test_agent_name_defaults_when_not_set( + self, + mock_chat_model: MagicMock, + ) -> None: + afm = AFMRecord( + metadata=AgentMetadata(), + role="Test role", + instructions="Test instructions", + ) + agent = Agent(afm, model=mock_chat_model) + assert agent.name == "AFM Agent" + + def test_agent_description_can_be_none( + self, + mock_chat_model: MagicMock, + ) -> None: + afm = AFMRecord( + metadata=AgentMetadata(name="Test"), + role="Test role", + instructions="Test instructions", + ) + agent = Agent(afm, model=mock_chat_model) + assert agent.description is None + + def test_agent_stores_afm( + self, + simple_afm: AFMRecord, + mock_chat_model: MagicMock, + ) -> None: + agent = Agent(simple_afm, model=mock_chat_model) + assert agent.afm is simple_afm + + def test_agent_max_iterations( + self, + mock_chat_model: MagicMock, + ) -> None: + afm = AFMRecord( + metadata=AgentMetadata(max_iterations=50), + role="Test role", + instructions="Test instructions", + ) + agent = Agent(afm, model=mock_chat_model) + assert agent.max_iterations == 50 + + +class TestSystemPrompt: + def test_system_prompt_includes_role_and_instructions( + self, + simple_afm: AFMRecord, + mock_chat_model: MagicMock, + ) -> None: + agent = Agent(simple_afm, model=mock_chat_model) + prompt = agent.system_prompt + assert "# Role" in prompt + assert "You are a helpful assistant." in prompt + assert "# Instructions" in prompt + assert "Be concise and helpful" in prompt + + +class TestModelProviderIntegration: + @patch("afm.agent.create_model_provider") + def test_creates_model_from_afm_config( + self, + mock_create_provider: MagicMock, + ) -> None: + mock_model = MagicMock() + mock_create_provider.return_value = mock_model + + afm = AFMRecord( + metadata=AgentMetadata( + model=Model(provider="openai", name="gpt-4"), + ), + role="Test", + instructions="Test", + ) + + Agent(afm) + + mock_create_provider.assert_called_once_with(afm.metadata.model) + + def test_uses_provided_model( + self, + simple_afm: AFMRecord, + mock_chat_model: MagicMock, + ) -> None: + with patch("afm.agent.create_model_provider") as mock_create: + Agent(simple_afm, model=mock_chat_model) + mock_create.assert_not_called() diff --git a/langchain-interpreter/tests/test_cli.py b/langchain-interpreter/tests/test_cli.py new file mode 100644 index 0000000..d0a8195 --- /dev/null +++ b/langchain-interpreter/tests/test_cli.py @@ -0,0 +1,270 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from pathlib import Path +from unittest.mock import AsyncMock, MagicMock, patch + +import pytest +from click.testing import CliRunner + +from afm.agent import Agent +from afm.cli import ( + __cli_version__, + create_unified_app, + main, +) +from afm.models import ( + Subscription, + WebChatInterface, + WebhookInterface, +) +from afm.parser import parse_afm_file + + +@pytest.fixture +def runner(): + return CliRunner() + + +class TestCLIBasics: + def test_version(self, runner: CliRunner): + result = runner.invoke(main, ["--version"]) + assert result.exit_code == 0 + assert __cli_version__ in result.output + + def test_help(self, runner: CliRunner): + result = runner.invoke(main, ["--help"]) + assert result.exit_code == 0 + assert "Run an AFM agent from FILE" in result.output + assert "--port" in result.output + assert "--dry-run" in result.output + assert "--no-console" in result.output + assert "--verbose" in result.output + + def test_missing_file_argument(self, runner: CliRunner): + result = runner.invoke(main, []) + assert result.exit_code != 0 + assert "Missing argument" in result.output or "Usage:" in result.output + + def test_nonexistent_file(self, runner: CliRunner): + result = runner.invoke(main, ["/nonexistent/path/agent.afm.md"]) + assert result.exit_code != 0 + assert ( + "does not exist" in result.output.lower() + or "error" in result.output.lower() + ) + + +class TestDryRun: + def test_dry_run_valid_file(self, runner: CliRunner, sample_agent_path: Path): + result = runner.invoke(main, [str(sample_agent_path), "--dry-run"]) + assert result.exit_code == 0 + assert "validated successfully" in result.output.lower() + assert "TestAgent" in result.output + + def test_dry_run_minimal_file(self, runner: CliRunner, sample_minimal_path: Path): + result = runner.invoke(main, [str(sample_minimal_path), "--dry-run"]) + assert result.exit_code == 0 + assert "validated successfully" in result.output.lower() + + def test_dry_run_shows_interfaces(self, runner: CliRunner, sample_agent_path: Path): + result = runner.invoke(main, [str(sample_agent_path), "--dry-run"]) + assert result.exit_code == 0 + assert "Interfaces:" in result.output + assert "webchat" in result.output.lower() + + def test_dry_run_shows_mcp_servers( + self, runner: CliRunner, sample_agent_path: Path + ): + result = runner.invoke(main, [str(sample_agent_path), "--dry-run"]) + assert result.exit_code == 0 + assert "MCP Servers:" in result.output + assert "TestServer" in result.output + + def test_dry_run_invalid_file(self, runner: CliRunner, tmp_path: Path): + invalid_file = tmp_path / "invalid.afm.md" + invalid_file.write_text("""--- +invalid: yaml: with: colons: everywhere +--- +# Role +Test +# Instructions +Test +""") + + result = runner.invoke(main, [str(invalid_file), "--dry-run"]) + assert result.exit_code != 0 + + +class TestCreateUnifiedApp: + def test_requires_at_least_one_interface(self, sample_minimal_path: Path): + afm = parse_afm_file(str(sample_minimal_path)) + + with patch.object( + afm.metadata, "model", MagicMock(provider="openai", name="gpt-4") + ): + with patch("afm.agent.create_model_provider") as mock_provider: + mock_provider.return_value = MagicMock() + agent = Agent(afm) + + with pytest.raises(ValueError, match="At least one HTTP interface"): + create_unified_app(agent) + + def test_creates_app_with_webchat(self, sample_agent_path: Path): + afm = parse_afm_file(str(sample_agent_path)) + + with patch("afm.agent.create_model_provider") as mock_provider: + mock_provider.return_value = MagicMock() + + agent = Agent(afm) + webchat = WebChatInterface() + + app = create_unified_app(agent, webchat_interface=webchat) + + assert app is not None + assert app.title == agent.name + + # Check routes exist + routes = [getattr(route, "path", None) for route in app.routes] + assert "/" in routes + assert "/health" in routes + assert "/chat" in routes # default webchat path + + def test_creates_app_with_webhook(self, sample_minimal_path: Path): + afm = parse_afm_file(str(sample_minimal_path)) + + with patch("afm.agent.create_model_provider") as mock_provider: + mock_provider.return_value = MagicMock() + + agent = Agent(afm) + webhook = WebhookInterface( + subscription=Subscription( + protocol="websub", hub="http://hub.example.com" + ) + ) + + app = create_unified_app(agent, webhook_interface=webhook) + + assert app is not None + + routes = [getattr(route, "path", None) for route in app.routes] + assert "/" in routes + assert "/health" in routes + assert "/webhook" in routes # default webhook path + + def test_creates_app_with_both_interfaces(self, sample_minimal_path: Path): + afm = parse_afm_file(str(sample_minimal_path)) + + with patch("afm.agent.create_model_provider") as mock_provider: + mock_provider.return_value = MagicMock() + + agent = Agent(afm) + webchat = WebChatInterface() + webhook = WebhookInterface( + subscription=Subscription( + protocol="websub", hub="http://hub.example.com" + ) + ) + + app = create_unified_app( + agent, webchat_interface=webchat, webhook_interface=webhook + ) + + routes = [getattr(route, "path", None) for route in app.routes] + assert "/chat" in routes + assert "/webhook" in routes + + +class TestCLIIntegration: + @patch("afm.cli.uvicorn") + @patch("afm.cli.Agent") + def test_cli_starts_http_server_for_webchat( + self, + mock_agent_class: MagicMock, + mock_uvicorn: MagicMock, + runner: CliRunner, + sample_agent_path: Path, + ): + # Setup mocks + mock_agent = MagicMock() + mock_agent.name = "TestAgent" + mock_agent.description = "Test description" + mock_agent.afm.metadata.version = "0.1.0" + mock_agent.afm.metadata.tools = None + mock_agent_class.return_value = mock_agent + + runner.invoke(main, [str(sample_agent_path), "--port", "9000"]) + + # Should have called uvicorn.run + assert mock_uvicorn.run.called or mock_uvicorn.Config.called + + def test_verbose_flag(self, runner: CliRunner, sample_agent_path: Path): + result = runner.invoke(main, [str(sample_agent_path), "--dry-run", "--verbose"]) + assert result.exit_code == 0 + + +class TestEdgeCases: + def test_invalid_port(self, runner: CliRunner, sample_agent_path: Path): + result = runner.invoke(main, [str(sample_agent_path), "--port", "invalid"]) + assert result.exit_code != 0 + + def test_file_with_parse_error(self, runner: CliRunner, tmp_path: Path): + bad_file = tmp_path / "bad.afm.md" + bad_file.write_text( + """--- +invalid: yaml: content: here +--- +# Role +Test +# Instructions +Test +""" + ) + result = runner.invoke(main, [str(bad_file), "--dry-run"]) + assert result.exit_code != 0 + + +class TestUnifiedAppLifespan: + @pytest.mark.asyncio + async def test_lifespan_cancels_subscription_task_on_shutdown( + self, sample_agent_path: Path + ): + import asyncio + from asgi_lifespan import LifespanManager + + afm = parse_afm_file(str(sample_agent_path)) + + with patch("afm.agent.create_model_provider") as mock_provider: + mock_provider.return_value = MagicMock() + agent = Agent(afm) + + webhook = WebhookInterface( + subscription=Subscription( + protocol="websub", + hub="http://hub.example.com", + topic="http://topic.example.com", + ) + ) + + app = create_unified_app(agent, webhook_interface=webhook) + + # Create an async function that blocks indefinitely (simulating a long retry sleep) + async def blocking_subscribe(*args, **kwargs) -> None: + await asyncio.sleep(3600) + + # Patch subscribe_with_retry and agent methods to avoid real connections + with ( + patch("afm.cli.subscribe_with_retry", blocking_subscribe), + patch.object(agent, "connect", new_callable=AsyncMock), + patch.object(agent, "disconnect", new_callable=AsyncMock), + ): + # Use LifespanManager to properly manage the async lifespan + async with LifespanManager(app): + task = app.state.subscription_task + assert not task.done() + # Let it start + await asyncio.sleep(0.01) + + # After exiting the context, task should be cancelled + assert task.done() + assert task.cancelled() diff --git a/langchain-interpreter/tests/test_console_chat.py b/langchain-interpreter/tests/test_console_chat.py new file mode 100644 index 0000000..68b0a88 --- /dev/null +++ b/langchain-interpreter/tests/test_console_chat.py @@ -0,0 +1,149 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +from unittest.mock import AsyncMock, MagicMock + +import pytest +from textual.containers import VerticalScroll +from textual.widgets import Input, Static + +from afm.agent import Agent +from afm.interfaces.console_chat import ChatApp + + +@pytest.fixture +def mock_agent() -> MagicMock: + agent = MagicMock(spec=Agent) + agent.name = "Test Agent" + agent.description = "A test agent for unit testing" + # Mock arun to yield control back to the event loop + agent.arun = AsyncMock(return_value="Hello! I'm the test agent.") + agent.clear_history = MagicMock() + return agent + + +@pytest.mark.asyncio +async def test_app_starts_with_welcome(mock_agent: MagicMock) -> None: + app = ChatApp(mock_agent) + async with app.run_test(): + # Check welcome message + chat_log = app.query_one("#chat-log") + assert chat_log is not None + + welcome_widget = chat_log.query_one(".system-message", Static) + assert "Welcome to chat with Test Agent" in str(welcome_widget.render()) + + +@pytest.mark.asyncio +async def test_user_message_flow(mock_agent: MagicMock) -> None: + app = ChatApp(mock_agent) + async with app.run_test() as pilot: + # Type message + input_widget = app.query_one("#chat-input", Input) + input_widget.value = "Hello!" + await pilot.press("enter") + + # Wait for worker to complete + await pilot.pause() + + # Check user message + chat_log = app.query_one("#chat-log", VerticalScroll) + user_msgs = chat_log.query(".user-message") + assert len(user_msgs) == 1 + assert "Hello!" in str(user_msgs[0].render()) + + # Check agent response + agent_msgs = chat_log.query(".agent-message") + assert len(agent_msgs) == 1 + assert "Hello! I'm the test agent." in str(agent_msgs[0].render()) + + # Verify agent was called + mock_agent.arun.assert_called_once() + + +@pytest.mark.asyncio +async def test_help_command(mock_agent: MagicMock) -> None: + app = ChatApp(mock_agent) + async with app.run_test() as pilot: + input_widget = app.query_one("#chat-input", Input) + input_widget.value = "help" + await pilot.press("enter") + + await pilot.pause() + + # Check for help message + chat_log = app.query_one("#chat-log") + system_msgs = chat_log.query(".system-message") + # Should be welcome + help + assert len(system_msgs) >= 2 + last_msg = system_msgs[-1] + assert "Available commands" in str(last_msg.render()) + + +@pytest.mark.asyncio +async def test_clear_command(mock_agent: MagicMock) -> None: + app = ChatApp(mock_agent) + async with app.run_test() as pilot: + input_widget = app.query_one("#chat-input", Input) + input_widget.value = "clear" + await pilot.press("enter") + + await pilot.pause() + + # Check confirmation + chat_log = app.query_one("#chat-log") + system_msgs = chat_log.query(".system-message") + last_msg = system_msgs[-1] + assert "history cleared" in str(last_msg.render()) + + # Verify agent called + mock_agent.clear_history.assert_called_once() + + +@pytest.mark.asyncio +async def test_exit_command(mock_agent: MagicMock) -> None: + app = ChatApp(mock_agent) + async with app.run_test() as pilot: + input_widget = app.query_one("#chat-input", Input) + input_widget.value = "exit" + await pilot.press("enter") + + # App should exit + await pilot.pause() + assert not app.is_running + + +@pytest.mark.asyncio +async def test_agent_error_display(mock_agent: MagicMock) -> None: + mock_agent.arun.side_effect = Exception("Test Error") + + app = ChatApp(mock_agent) + async with app.run_test() as pilot: + input_widget = app.query_one("#chat-input", Input) + input_widget.value = "Hello" + await pilot.press("enter") + + await pilot.pause() + + # Check error message + errors = app.query(".error-message") + assert len(errors) == 1 + assert "Test Error" in str(errors[0].render()) + + +@pytest.mark.asyncio +async def test_json_response(mock_agent: MagicMock) -> None: + mock_agent.arun.return_value = {"foo": "bar"} + + app = ChatApp(mock_agent) + async with app.run_test() as pilot: + input_widget = app.query_one("#chat-input", Input) + input_widget.value = "Hello" + await pilot.press("enter") + + await pilot.pause() + + agent_msgs = app.query(".agent-message") + assert '"foo": "bar"' in str(agent_msgs[0].render()) diff --git a/langchain-interpreter/tests/test_mcp.py b/langchain-interpreter/tests/test_mcp.py new file mode 100644 index 0000000..60339f7 --- /dev/null +++ b/langchain-interpreter/tests/test_mcp.py @@ -0,0 +1,422 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from unittest.mock import AsyncMock, MagicMock, patch + +import httpx +import pytest +from langchain_core.tools import BaseTool + +from afm.exceptions import MCPConnectionError, MCPError +from afm.models import ( + AFMRecord, + AgentMetadata, + ClientAuthentication, + MCPServer, + ToolFilter, + Tools, + Transport, +) +from afm.tools.mcp import ( + ApiKeyAuth, + BearerAuth, + MCPClient, + MCPManager, + build_httpx_auth, + filter_tools, +) + + +def make_mcp_server( + name: str = "test-server", + url: str = "http://localhost:8080/mcp", + auth_type: str | None = None, + tool_filter: ToolFilter | None = None, +) -> MCPServer: + auth = None + if auth_type == "bearer": + auth = ClientAuthentication(type="bearer", token="test-token") + elif auth_type == "basic": + auth = ClientAuthentication(type="basic", username="user", password="pass") + elif auth_type == "api-key": + auth = ClientAuthentication(type="api-key", api_key="test-api-key") + elif auth_type == "oauth2": + auth = ClientAuthentication(type="oauth2") + elif auth_type == "jwt": + auth = ClientAuthentication(type="jwt") + + return MCPServer( + name=name, + transport=Transport(type="http", url=url, authentication=auth), + tool_filter=tool_filter, + ) + + +def make_afm_with_mcp(servers: list[MCPServer]) -> AFMRecord: + return AFMRecord( + metadata=AgentMetadata( + name="Test Agent", + tools=Tools(mcp=servers), + ), + role="You are a helpful assistant.", + instructions="Help the user.", + ) + + +def make_mock_tool(name: str, description: str = "A test tool") -> MagicMock: + tool = MagicMock(spec=BaseTool) + tool.name = name + tool.description = description + from pydantic import BaseModel + + class MockArgsSchema(BaseModel): + pass + + tool.args_schema = MockArgsSchema + return tool + + +class TestBuildHttpxAuth: + def test_none_auth_returns_none(self): + result = build_httpx_auth(None) + assert result is None + + def test_bearer_auth_returns_bearer_auth_instance(self): + auth = ClientAuthentication(type="bearer", token="my-token") + result = build_httpx_auth(auth) + assert isinstance(result, BearerAuth) + assert result.token == "my-token" + + def test_basic_auth_returns_httpx_basic_auth(self): + auth = ClientAuthentication(type="basic", username="user", password="pass") + result = build_httpx_auth(auth) + assert isinstance(result, httpx.BasicAuth) + + def test_api_key_auth_returns_api_key_auth_instance(self): + auth = ClientAuthentication(type="api-key", api_key="my-api-key") + result = build_httpx_auth(auth) + assert isinstance(result, ApiKeyAuth) + assert result.api_key == "my-api-key" + + +class TestFilterTools: + def test_no_filter_returns_all_tools(self): + tools = [make_mock_tool("tool1"), make_mock_tool("tool2")] + result = filter_tools(tools, None) + assert result == tools + + def test_empty_filter_returns_all_tools(self): + tools = [make_mock_tool("tool1"), make_mock_tool("tool2")] + tool_filter = ToolFilter() + result = filter_tools(tools, tool_filter) + assert result == tools + + def test_allow_only_returns_allowed_tools(self): + tools = [ + make_mock_tool("tool1"), + make_mock_tool("tool2"), + make_mock_tool("tool3"), + ] + tool_filter = ToolFilter(allow=["tool1", "tool3"]) + result = filter_tools(tools, tool_filter) + assert len(result) == 2 + assert result[0].name == "tool1" + assert result[1].name == "tool3" + + def test_deny_only_returns_all_except_denied(self): + tools = [ + make_mock_tool("tool1"), + make_mock_tool("tool2"), + make_mock_tool("tool3"), + ] + tool_filter = ToolFilter(deny=["tool2"]) + result = filter_tools(tools, tool_filter) + assert len(result) == 2 + assert result[0].name == "tool1" + assert result[1].name == "tool3" + + def test_allow_and_deny_returns_allowed_minus_denied(self): + tools = [ + make_mock_tool("tool1"), + make_mock_tool("tool2"), + make_mock_tool("tool3"), + make_mock_tool("tool4"), + ] + tool_filter = ToolFilter(allow=["tool1", "tool2", "tool3"], deny=["tool2"]) + result = filter_tools(tools, tool_filter) + assert len(result) == 2 + assert result[0].name == "tool1" + assert result[1].name == "tool3" + + +class TestMCPClient: + def test_from_mcp_server_creates_client(self): + server = make_mcp_server(name="test", url="http://localhost:8080/mcp") + client = MCPClient.from_mcp_server(server) + + assert client.name == "test" + assert client.url == "http://localhost:8080/mcp" + assert client.authentication is None + assert client.tool_filter is None + + def test_from_mcp_server_with_auth(self): + server = make_mcp_server(name="test", auth_type="bearer") + client = MCPClient.from_mcp_server(server) + + assert client.authentication is not None + assert client.authentication.type == "bearer" + assert client.authentication.token == "test-token" + + def test_from_mcp_server_with_tool_filter(self): + tool_filter = ToolFilter(allow=["tool1", "tool2"]) + server = make_mcp_server(name="test", tool_filter=tool_filter) + client = MCPClient.from_mcp_server(server) + + assert client.tool_filter is not None + assert client.tool_filter.allow == ["tool1", "tool2"] + + def test_from_mcp_server_unsupported_transport_raises_error(self): + server = MCPServer( + name="test", + transport=Transport(type="http", url="http://localhost:8080"), + ) + # Manually override the type to simulate invalid transport + object.__setattr__(server.transport, "type", "stdio") + + with pytest.raises(MCPError, match="Unsupported transport type"): + MCPClient.from_mcp_server(server) + + @pytest.mark.asyncio + async def test_get_tools_calls_mcp_client(self): + client = MCPClient( + name="test-server", + url="http://localhost:8080/mcp", + ) + + mock_tools = [make_mock_tool("tool1"), make_mock_tool("tool2")] + + with patch("afm.tools.mcp.MultiServerMCPClient") as MockClient: + mock_instance = AsyncMock() + mock_instance.get_tools.return_value = mock_tools + MockClient.return_value = mock_instance + + result = await client.get_tools() + + assert len(result) == 2 + mock_instance.get_tools.assert_called_once_with(server_name="test-server") + + @pytest.mark.asyncio + async def test_get_tools_applies_filtering(self): + tool_filter = ToolFilter(allow=["tool1"]) + client = MCPClient( + name="test-server", + url="http://localhost:8080/mcp", + tool_filter=tool_filter, + ) + + mock_tools = [make_mock_tool("tool1"), make_mock_tool("tool2")] + + with patch("afm.tools.mcp.MultiServerMCPClient") as MockClient: + mock_instance = AsyncMock() + mock_instance.get_tools.return_value = mock_tools + MockClient.return_value = mock_instance + + result = await client.get_tools() + + assert len(result) == 1 + assert result[0].name == "tool1" + + @pytest.mark.asyncio + async def test_get_tools_connection_error_raises_mcp_error(self): + client = MCPClient( + name="test-server", + url="http://localhost:8080/mcp", + ) + + with patch("afm.tools.mcp.MultiServerMCPClient") as MockClient: + mock_instance = AsyncMock() + mock_instance.get_tools.side_effect = Exception("Connection refused") + MockClient.return_value = mock_instance + + with pytest.raises(MCPConnectionError, match="Failed to connect"): + await client.get_tools() + + +class TestMCPManager: + def test_from_afm_with_no_tools_returns_none(self): + afm = AFMRecord( + metadata=AgentMetadata(name="Test"), + role="Role", + instructions="Instructions", + ) + manager = MCPManager.from_afm(afm) + assert manager is None + + def test_from_afm_with_empty_mcp_returns_none(self): + afm = AFMRecord( + metadata=AgentMetadata(name="Test", tools=Tools(mcp=[])), + role="Role", + instructions="Instructions", + ) + manager = MCPManager.from_afm(afm) + assert manager is None + + def test_from_afm_with_mcp_servers_creates_manager(self): + servers = [ + make_mcp_server(name="server1", url="http://localhost:8081/mcp"), + make_mcp_server(name="server2", url="http://localhost:8082/mcp"), + ] + afm = make_afm_with_mcp(servers) + + manager = MCPManager.from_afm(afm) + + assert manager is not None + assert len(manager._clients) == 2 + assert manager.server_names == ["server1", "server2"] + + def test_server_names_property(self): + servers = [ + make_mcp_server(name="alpha"), + make_mcp_server(name="beta"), + ] + manager = MCPManager(servers) + + assert manager.server_names == ["alpha", "beta"] + + @pytest.mark.asyncio + async def test_get_tools_aggregates_from_all_clients(self): + servers = [ + make_mcp_server(name="server1"), + make_mcp_server(name="server2"), + ] + manager = MCPManager(servers) + + # Mock each client's get_tools + with ( + patch.object( + manager._clients[0], "get_tools", return_value=[make_mock_tool("tool1")] + ), + patch.object( + manager._clients[1], "get_tools", return_value=[make_mock_tool("tool2")] + ), + ): + tools = await manager.get_tools() + + assert len(tools) == 2 + assert tools[0].name == "tool1" + assert tools[1].name == "tool2" + + @pytest.mark.asyncio + async def test_get_tools_caches_result(self): + servers = [make_mcp_server(name="server1")] + manager = MCPManager(servers) + + with patch.object( + manager._clients[0], "get_tools", return_value=[make_mock_tool("tool1")] + ) as mock_get: + # First call + tools1 = await manager.get_tools() + # Second call + tools2 = await manager.get_tools() + + assert tools1 is tools2 + mock_get.assert_called_once() + + @pytest.mark.asyncio + async def test_get_tools_continues_on_single_server_failure(self): + servers = [ + make_mcp_server(name="server1"), + make_mcp_server(name="server2"), + ] + manager = MCPManager(servers) + + with ( + patch.object( + manager._clients[0], + "get_tools", + side_effect=MCPConnectionError( + "Connection failed", server_name="server1" + ), + ), + patch.object( + manager._clients[1], "get_tools", return_value=[make_mock_tool("tool2")] + ), + ): + tools = await manager.get_tools() + + assert len(tools) == 1 + assert tools[0].name == "tool2" + + @pytest.mark.asyncio + async def test_get_tools_raises_if_all_servers_fail(self): + servers = [ + make_mcp_server(name="server1"), + make_mcp_server(name="server2"), + ] + manager = MCPManager(servers) + + with ( + patch.object( + manager._clients[0], + "get_tools", + side_effect=MCPConnectionError("Failed 1", server_name="server1"), + ), + patch.object( + manager._clients[1], + "get_tools", + side_effect=MCPConnectionError("Failed 2", server_name="server2"), + ), + ): + with pytest.raises( + MCPConnectionError, match="Failed to connect to any MCP server" + ): + await manager.get_tools() + + def test_clear_cache_resets_tools(self): + manager = MCPManager([make_mcp_server(name="server1")]) + manager._tools = [make_mock_tool("cached")] + + manager.clear_cache() + + assert manager._tools is None + + @pytest.mark.asyncio + async def test_get_tools_partial_failure_not_cached(self): + servers = [ + make_mcp_server(name="server1"), + make_mcp_server(name="server2"), + ] + manager = MCPManager(servers) + + # First call: server1 succeeds, server2 fails + with ( + patch.object( + manager._clients[0], "get_tools", return_value=[make_mock_tool("tool1")] + ), + patch.object( + manager._clients[1], + "get_tools", + side_effect=MCPConnectionError( + "Connection failed", server_name="server2" + ), + ), + ): + tools = await manager.get_tools() + assert len(tools) == 1 + assert tools[0].name == "tool1" + + # Second call: both succeed (server2 recovered) + with ( + patch.object( + manager._clients[0], "get_tools", return_value=[make_mock_tool("tool1")] + ) as mock_get1_retry, + patch.object( + manager._clients[1], "get_tools", return_value=[make_mock_tool("tool2")] + ) as mock_get2_retry, + ): + tools = await manager.get_tools() + assert len(tools) == 2 + assert tools[0].name == "tool1" + assert tools[1].name == "tool2" + mock_get1_retry.assert_called_once() + mock_get2_retry.assert_called_once() diff --git a/langchain-interpreter/tests/test_parser.py b/langchain-interpreter/tests/test_parser.py new file mode 100644 index 0000000..601c163 --- /dev/null +++ b/langchain-interpreter/tests/test_parser.py @@ -0,0 +1,248 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from pathlib import Path + +import pytest + +from afm.exceptions import AFMParseError, AFMValidationError +from afm.models import ConsoleChatInterface, WebChatInterface, WebhookInterface +from afm.parser import parse_afm, parse_afm_file + + +class TestParseAfm: + def test_parse_full_agent(self, sample_agent_path: Path) -> None: + content = sample_agent_path.read_text() + result = parse_afm(content) + + assert result.metadata.spec_version == "0.3.0" + assert result.metadata.name == "TestAgent" + assert result.metadata.description == "A test agent for AFM parsing." + assert result.metadata.authors == ["Maryam", "Copilot"] + assert result.metadata.version == "0.1.0" + assert result.metadata.icon_url == "https://example.com/icon.png" + assert result.metadata.license == "Apache-2.0" + assert result.metadata.max_iterations == 5 + + # Check interfaces + assert result.metadata.interfaces is not None + assert len(result.metadata.interfaces) == 1 + interface = result.metadata.interfaces[0] + assert isinstance(interface, WebChatInterface) + assert interface.type == "webchat" + + # Check signature + assert interface.signature.input.type == "object" + assert interface.signature.input.properties is not None + assert "user_prompt" in interface.signature.input.properties + assert interface.signature.input.required == ["user_prompt"] + + # Check tools + assert result.metadata.tools is not None + assert result.metadata.tools.mcp is not None + assert len(result.metadata.tools.mcp) == 1 + mcp_server = result.metadata.tools.mcp[0] + assert mcp_server.name == "TestServer" + assert mcp_server.transport.url == "https://test-server.com/api" + assert mcp_server.transport.authentication is not None + assert mcp_server.transport.authentication.type == "bearer" + assert mcp_server.tool_filter is not None + assert mcp_server.tool_filter.allow == ["tool1", "tool2"] + + # Check role and instructions + assert ( + result.role + == "This is a test role for the agent. It should be parsed correctly." + ) + assert ( + result.instructions + == "These are the instructions for the agent. They should also be parsed correctly." + ) + + def test_parse_consolechat_agent(self, sample_consolechat_path: Path) -> None: + content = sample_consolechat_path.read_text() + result = parse_afm(content) + + assert result.metadata.name == "TestAgent" + assert result.metadata.author == "Copilot" + + # Check interfaces + assert result.metadata.interfaces is not None + assert len(result.metadata.interfaces) == 1 + interface = result.metadata.interfaces[0] + assert isinstance(interface, ConsoleChatInterface) + assert interface.type == "consolechat" + + # Check model + assert result.metadata.model is not None + assert result.metadata.model.provider == "openai" + assert result.metadata.model.name == "gpt-4" + assert result.metadata.model.authentication is not None + assert result.metadata.model.authentication.type == "bearer" + assert result.metadata.model.authentication.token == "mock-token" + + def test_parse_webhook_agent(self, sample_webhook_path: Path) -> None: + content = sample_webhook_path.read_text() + result = parse_afm(content) + + assert result.metadata.name == "WebhookTestAgent" + + # Check interfaces + assert result.metadata.interfaces is not None + assert len(result.metadata.interfaces) == 1 + interface = result.metadata.interfaces[0] + assert isinstance(interface, WebhookInterface) + assert interface.type == "webhook" + assert interface.prompt is not None + assert "${http:payload.event}" in interface.prompt + assert "${http:payload}" in interface.prompt + + # Check subscription + assert interface.subscription.protocol == "websub" + assert interface.subscription.hub == "http://localhost:9193/websub/hub" + + def test_parse_minimal_agent(self, sample_minimal_path: Path) -> None: + content = sample_minimal_path.read_text() + result = parse_afm(content) + + assert result.metadata.spec_version == "0.3.0" + assert result.role == "Agent role here." + assert result.instructions == "Agent instructions here." + + def test_parse_no_frontmatter(self, sample_no_frontmatter_path: Path) -> None: + content = sample_no_frontmatter_path.read_text() + result = parse_afm(content) + + # Should have empty metadata + assert result.metadata.spec_version is None + assert result.metadata.name is None + + # Should have role and instructions + assert result.role == "This is the role without frontmatter." + assert result.instructions == "These are instructions without frontmatter." + + def test_parse_unclosed_frontmatter(self) -> None: + content = """--- +spec_version: "0.3.0" + +# Role +The role. +""" + with pytest.raises(AFMParseError) as exc_info: + parse_afm(content) + assert "Unclosed frontmatter" in str(exc_info.value) + + def test_parse_invalid_yaml(self) -> None: + content = """--- +spec_version: "0.3.0" +invalid: [unclosed +--- + +# Role +Role. + +# Instructions +Instructions. +""" + with pytest.raises(AFMParseError) as exc_info: + parse_afm(content) + assert "Invalid YAML" in str(exc_info.value) + + def test_parse_invalid_field_type(self) -> None: + content = """--- +spec_version: "0.3.0" +max_iterations: "not a number" +--- + +# Role +Role. + +# Instructions +Instructions. +""" + with pytest.raises(AFMValidationError): + parse_afm(content) + + def test_parse_multiline_role_and_instructions(self) -> None: + content = """--- +spec_version: "0.3.0" +--- + +# Role +Line 1 of role. +Line 2 of role. +Line 3 of role. + +# Instructions +Line 1 of instructions. +Line 2 of instructions. +""" + result = parse_afm(content) + assert "Line 1 of role." in result.role + assert "Line 2 of role." in result.role + assert "Line 3 of role." in result.role + assert "Line 1 of instructions." in result.instructions + assert "Line 2 of instructions." in result.instructions + + def test_role_heading_exact_match_only(self) -> None: + content = """--- +spec_version: "0.3.0" +--- + +# Roleplay +This should NOT be parsed as role. + +# Role +This is the actual role. + +# Instructions +These are instructions. +""" + result = parse_afm(content) + assert "Roleplay" not in result.role + assert "This should NOT be parsed as role." not in result.role + assert result.role == "This is the actual role." + + def test_instructions_heading_exact_match_only(self) -> None: + content = """--- +spec_version: "0.3.0" +--- + +# Role +This is the role. + +# Instructions for developers +This should NOT be parsed as instructions. + +# Instructions +These are the actual instructions. +""" + result = parse_afm(content) + assert "for developers" not in result.instructions + assert "This should NOT be parsed as instructions." not in result.instructions + assert result.instructions == "These are the actual instructions." + + def test_case_insensitive_headings(self) -> None: + content = """--- +spec_version: "0.3.0" +--- + +# ROLE +This is the role. + +# INSTRUCTIONS +These are the instructions. +""" + result = parse_afm(content) + assert result.role == "This is the role." + assert result.instructions == "These are the instructions." + + +class TestParseAfmFile: + def test_parse_file(self, sample_agent_path: Path) -> None: + result = parse_afm_file(sample_agent_path) + assert result.metadata.name == "TestAgent" + + def test_parse_nonexistent_file(self) -> None: + with pytest.raises(FileNotFoundError): + parse_afm_file("/nonexistent/path/agent.afm.md") diff --git a/langchain-interpreter/tests/test_variables.py b/langchain-interpreter/tests/test_variables.py new file mode 100644 index 0000000..37c8ff2 --- /dev/null +++ b/langchain-interpreter/tests/test_variables.py @@ -0,0 +1,44 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +import pytest +import os +from afm.variables import resolve_variables +from afm.exceptions import VariableResolutionError + + +class TestResolveVariables: + def test_returns_plain_string(self) -> None: + content = "This is a plain string" + assert resolve_variables(content) == content + + def test_resolves_env_variable(self, monkeypatch) -> None: + monkeypatch.setenv("TEST_VAR", "resolved-value") + assert resolve_variables("Value: ${env:TEST_VAR}") == "Value: resolved-value" + + def test_resolves_env_variable_without_prefix(self, monkeypatch) -> None: + monkeypatch.setenv("TEST_VAR", "resolved-value") + assert resolve_variables("Value: ${TEST_VAR}") == "Value: resolved-value" + + def test_raises_error_for_missing_env_variable(self) -> None: + with pytest.raises(VariableResolutionError) as exc_info: + resolve_variables("${env:NONEXISTENT_VAR_12345}") + assert "NONEXISTENT_VAR_12345" in str(exc_info.value) + + def test_raises_error_for_unsupported_prefix(self) -> None: + with pytest.raises(VariableResolutionError) as exc_info: + resolve_variables("${unsupported:VAR}") + assert "unsupported" in str(exc_info.value) + + def test_skips_commented_variables(self) -> None: + content = "# ${env:TEST_VAR}\nActual: ${env:TEST_VAR}" + os.environ["TEST_VAR"] = "value" + # The first one should remain as is if it's detected as a comment line + # Note: Current implementation of resolve_variables has some basic comment skipping + result = resolve_variables(content) + assert "# ${env:TEST_VAR}" in result + assert "Actual: value" in result + + def test_skips_http_variables(self) -> None: + content = "Payload: ${http:payload.name}" + assert resolve_variables(content) == content diff --git a/langchain-interpreter/tests/test_web_chat.py b/langchain-interpreter/tests/test_web_chat.py new file mode 100644 index 0000000..4fd243c --- /dev/null +++ b/langchain-interpreter/tests/test_web_chat.py @@ -0,0 +1,214 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +from unittest.mock import MagicMock + +import pytest +from fastapi.testclient import TestClient + +from afm.agent import Agent +from afm.interfaces.web_chat import create_webchat_app +from afm.models import JSONSchema, Signature + + +@pytest.fixture +def mock_agent() -> MagicMock: + agent = MagicMock(spec=Agent) + agent.name = "Test Agent" + agent.description = "A test agent for unit testing" + agent.afm = MagicMock() + agent.afm.metadata = MagicMock() + agent.afm.metadata.version = "1.0.0" + agent.afm.metadata.icon_url = None + agent.afm.metadata.interfaces = None + + # Default string signature + agent.signature = Signature( + input=JSONSchema(type="string"), + output=JSONSchema(type="string"), + ) + + # Mock async run + async def mock_arun(input_data: str, session_id: str = "default") -> str: + return f"Response to: {input_data}" + + agent.arun = mock_arun + return agent + + +@pytest.fixture +def mock_agent_with_object_output() -> MagicMock: + agent = MagicMock(spec=Agent) + agent.name = "Object Output Agent" + agent.description = "Returns structured data" + agent.afm = MagicMock() + agent.afm.metadata = MagicMock() + agent.afm.metadata.version = "1.0.0" + agent.afm.metadata.icon_url = None + agent.afm.metadata.interfaces = None + + # Object output signature + agent.signature = Signature( + input=JSONSchema(type="string"), + output=JSONSchema( + type="object", + properties={ + "response": JSONSchema(type="string"), + "confidence": JSONSchema(type="number"), + }, + ), + ) + + # Mock async run returning dict + async def mock_arun(input_data: str, session_id: str = "default") -> dict: + return {"response": f"Response to: {input_data}", "confidence": 0.95} + + agent.arun = mock_arun + return agent + + +class TestStringChat: + def test_chat_endpoint_responds(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + response = client.post( + "/chat", + json="Hello!", + ) + + assert response.status_code == 200 + assert response.text == "Response to: Hello!" + + def test_chat_uses_session_id_header(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + # Track session IDs + sessions_used: list[str] = [] + + async def tracking_arun(input_data: str, session_id: str = "default") -> str: + sessions_used.append(session_id) + return f"Response: {input_data}" + + mock_agent.arun = tracking_arun + + # First request without session + client.post( + "/chat", + content="msg1", + headers={"Content-Type": "text/plain"}, + ) + + # Second request with session + client.post( + "/chat", + content="msg2", + headers={"X-Session-Id": "my-session-123"}, + ) + + assert sessions_used[0] == "default" + assert sessions_used[1] == "my-session-123" + + def test_chat_empty_message_returns_400(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + response = client.post( + "/chat", + content=" ", + headers={"Content-Type": "text/plain"}, + ) + + assert response.status_code == 400 + + def test_chat_invalid_json_returns_400(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + response = client.post( + "/chat", + content="not json", + headers={"Content-Type": "application/json"}, + ) + + assert response.status_code == 400 + + def test_chat_json_string_accepted(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + response = client.post( + "/chat", + json="Hello!", + ) + + assert response.status_code == 200 + assert response.text == "Response to: Hello!" + + def test_chat_json_object_rejected(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + response = client.post( + "/chat", + json={"message": "Hello!"}, + ) + + assert response.status_code == 400 + + def test_chat_agent_error_returns_500(self, mock_agent: MagicMock) -> None: + app = create_webchat_app(mock_agent) + client = TestClient(app) + + async def failing_arun(input_data: str, session_id: str = "default") -> str: + raise Exception("Agent failed") + + mock_agent.arun = failing_arun + + response = client.post( + "/chat", + json="Hello!", + ) + + assert response.status_code == 500 + data = response.json() + assert data["detail"] == "Internal server error" + + +class TestObjectOutputChat: + def test_object_output_returned( + self, mock_agent_with_object_output: MagicMock + ) -> None: + app = create_webchat_app(mock_agent_with_object_output) + client = TestClient(app) + + response = client.post( + "/chat", + json="Hello!", + ) + + assert response.status_code == 200 + data = response.json() + assert data["response"] == "Response to: Hello!" + assert data["confidence"] == 0.95 + + +class TestObjectInputChat: + def test_object_input_rejects_text_plain(self, mock_agent: MagicMock) -> None: + mock_agent.signature = Signature( + input=JSONSchema(type="object"), + output=JSONSchema(type="string"), + ) + app = create_webchat_app(mock_agent) + client = TestClient(app) + + response = client.post( + "/chat", + content="Hello!", + headers={"Content-Type": "text/plain"}, + ) + + assert response.status_code == 400 diff --git a/langchain-interpreter/tests/test_webhook.py b/langchain-interpreter/tests/test_webhook.py new file mode 100644 index 0000000..22726fd --- /dev/null +++ b/langchain-interpreter/tests/test_webhook.py @@ -0,0 +1,414 @@ +# Copyright (c) 2025 +# Licensed under the Apache License, Version 2.0 + +from __future__ import annotations + +import hashlib +import hmac +import json +from unittest.mock import MagicMock + +import pytest +from fastapi.testclient import TestClient + +from afm.agent import Agent +from afm.interfaces.webhook import ( + WebSubSubscriber, + create_webhook_app, + verify_webhook_signature, +) +from afm.models import ( + Exposure, + HTTPExposure, + JSONSchema, + Signature, + Subscription, + WebhookInterface, +) + + +@pytest.fixture +def mock_webhook_agent() -> MagicMock: + agent = MagicMock(spec=Agent) + agent.name = "Webhook Test Agent" + agent.description = "A test agent for webhook testing" + agent.afm = MagicMock() + agent.afm.metadata = MagicMock() + agent.afm.metadata.version = "1.0.0" + + # Configure webhook interface + interface = WebhookInterface( + type="webhook", + prompt="Received event: ${http:payload.event} from ${http:header.User-Agent}", + signature=Signature( + input=JSONSchema(type="object"), + output=JSONSchema(type="string"), + ), + subscription=Subscription( + protocol="websub", + hub="https://hub.example.com", + topic="https://example.com/events", + secret="test-secret-123", + ), + exposure=Exposure(http=HTTPExposure(path="/webhook")), + ) + agent.afm.metadata.interfaces = [interface] + + # Mock async run + async def mock_arun(input_data: str, session_id: str = "default") -> str: + return f"Processed: {input_data[:50]}..." + + agent.arun = mock_arun + return agent + + +@pytest.fixture +def mock_webhook_agent_no_template() -> MagicMock: + agent = MagicMock(spec=Agent) + agent.name = "No Template Agent" + agent.description = "Agent without prompt template" + agent.afm = MagicMock() + agent.afm.metadata = MagicMock() + agent.afm.metadata.version = "1.0.0" + + # Configure webhook interface without prompt + interface = WebhookInterface( + type="webhook", + prompt=None, + signature=Signature( + input=JSONSchema(type="object"), + output=JSONSchema(type="string"), + ), + subscription=Subscription( + protocol="websub", + ), + exposure=Exposure(http=HTTPExposure(path="/webhook")), + ) + agent.afm.metadata.interfaces = [interface] + + async def mock_arun(input_data: str, session_id: str = "default") -> str: + return f"Raw payload: {input_data[:30]}..." + + agent.arun = mock_arun + return agent + + +@pytest.fixture +def mock_webhook_agent_no_secret() -> MagicMock: + agent = MagicMock(spec=Agent) + agent.name = "No Secret Agent" + agent.description = "Agent without webhook secret" + agent.afm = MagicMock() + agent.afm.metadata = MagicMock() + agent.afm.metadata.version = "1.0.0" + + interface = WebhookInterface( + type="webhook", + prompt="Event: ${http:payload.type}", + signature=Signature( + input=JSONSchema(type="object"), + output=JSONSchema(type="string"), + ), + subscription=Subscription( + protocol="websub", + secret=None, + ), + exposure=Exposure(http=HTTPExposure(path="/webhook")), + ) + agent.afm.metadata.interfaces = [interface] + + async def mock_arun(input_data: str, session_id: str = "default") -> str: + return f"Processed: {input_data}" + + agent.arun = mock_arun + return agent + + +class TestVerifyWebhookSignature: + def test_valid_sha256_signature(self) -> None: + body = b'{"event": "test"}' + secret = "my-secret" + expected_sig = hmac.new(secret.encode(), body, hashlib.sha256).hexdigest() + + result = verify_webhook_signature( + body=body, + signature_header=f"sha256={expected_sig}", + secret=secret, + ) + + assert result is True + + def test_valid_signature_without_prefix(self) -> None: + body = b'{"event": "test"}' + secret = "my-secret" + expected_sig = hmac.new(secret.encode(), body, hashlib.sha256).hexdigest() + + result = verify_webhook_signature( + body=body, + signature_header=expected_sig, + secret=secret, + ) + + assert result is True + + def test_invalid_signature(self) -> None: + body = b'{"event": "test"}' + secret = "my-secret" + + result = verify_webhook_signature( + body=body, + signature_header="sha256=invalid-signature", + secret=secret, + ) + + assert result is False + + def test_missing_signature_header(self) -> None: + body = b'{"event": "test"}' + secret = "my-secret" + + result = verify_webhook_signature( + body=body, + signature_header=None, + secret=secret, + ) + + assert result is False + + def test_sha1_signature(self) -> None: + body = b'{"event": "test"}' + secret = "my-secret" + expected_sig = hmac.new(secret.encode(), body, hashlib.sha1).hexdigest() + + result = verify_webhook_signature( + body=body, + signature_header=f"sha1={expected_sig}", + secret=secret, + algorithm="sha1", + ) + + assert result is True + + +class TestCreateWebhookApp: + def test_creates_fastapi_app(self, mock_webhook_agent: MagicMock) -> None: + app = create_webhook_app(mock_webhook_agent, auto_subscribe=False) + + assert app is not None + assert "Webhook" in app.title + + def test_health_endpoint(self, mock_webhook_agent: MagicMock) -> None: + app = create_webhook_app(mock_webhook_agent, auto_subscribe=False) + client = TestClient(app) + + response = client.get("/health") + + assert response.status_code == 200 + assert response.json()["status"] == "ok" + + def test_webhook_processes_payload(self, mock_webhook_agent: MagicMock) -> None: + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + verify_signatures=False, + ) + client = TestClient(app) + + response = client.post( + "/webhook", + json={"event": "test_event", "data": "test_data"}, + headers={"User-Agent": "TestClient/1.0"}, + ) + + assert response.status_code == 200 + data = response.json() + assert "result" in data + # The template should have substituted the values + assert "Processed:" in data["result"] + + def test_webhook_with_signature_verification( + self, mock_webhook_agent: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + verify_signatures=True, + ) + client = TestClient(app) + + payload = {"event": "test_event"} + body = json.dumps(payload).encode() + secret = "test-secret-123" + signature = hmac.new(secret.encode(), body, hashlib.sha256).hexdigest() + + response = client.post( + "/webhook", + content=body, + headers={ + "Content-Type": "application/json", + "X-Hub-Signature-256": f"sha256={signature}", + "User-Agent": "TestClient/1.0", + }, + ) + + assert response.status_code == 200 + + def test_webhook_rejects_invalid_signature( + self, mock_webhook_agent: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + verify_signatures=True, + ) + client = TestClient(app) + + response = client.post( + "/webhook", + json={"event": "test_event"}, + headers={"X-Hub-Signature-256": "sha256=invalid"}, + ) + + assert response.status_code == 401 + assert "Invalid signature" in response.json()["detail"] + + def test_webhook_without_template_uses_raw_payload( + self, mock_webhook_agent_no_template: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent_no_template, + auto_subscribe=False, + verify_signatures=False, + ) + client = TestClient(app) + + response = client.post( + "/webhook", + json={"type": "notification", "message": "Hello"}, + ) + + assert response.status_code == 200 + data = response.json() + assert "Raw payload:" in data["result"] + + def test_webhook_invalid_json_returns_400( + self, mock_webhook_agent: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + verify_signatures=False, + ) + client = TestClient(app) + + response = client.post( + "/webhook", + content=b"not json", + headers={"Content-Type": "application/json"}, + ) + + assert response.status_code == 400 + assert "Invalid JSON" in response.json()["detail"] + + def test_webhook_agent_error_returns_500( + self, mock_webhook_agent: MagicMock + ) -> None: + + async def failing_arun(input_data: str, session_id: str = "default") -> str: + raise Exception("Agent failed") + + mock_webhook_agent.arun = failing_arun + + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + verify_signatures=False, + ) + client = TestClient(app) + + response = client.post( + "/webhook", + json={"event": "test"}, + ) + + assert response.status_code == 500 + assert "Internal server error" in response.json()["detail"] + + +class TestWebSubVerification: + def test_websub_verification_returns_challenge( + self, mock_webhook_agent: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + ) + # Manually set up subscriber for testing + app.state.websub_subscriber = WebSubSubscriber( + hub="https://hub.example.com", + topic="https://example.com/events", + callback="http://localhost/webhook", + ) + + client = TestClient(app) + + response = client.get( + "/webhook", + params={ + "hub.mode": "subscribe", + "hub.topic": "https://example.com/events", + "hub.challenge": "test-challenge-abc", + }, + ) + + assert response.status_code == 200 + assert response.text == "test-challenge-abc" + + def test_websub_verification_fails_wrong_topic( + self, mock_webhook_agent: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent, + auto_subscribe=False, + ) + app.state.websub_subscriber = WebSubSubscriber( + hub="https://hub.example.com", + topic="https://example.com/events", + callback="http://localhost/webhook", + ) + + client = TestClient(app) + + response = client.get( + "/webhook", + params={ + "hub.mode": "subscribe", + "hub.topic": "https://example.com/wrong-topic", + "hub.challenge": "test-challenge", + }, + ) + + assert response.status_code == 404 + + def test_websub_verification_no_subscriber( + self, mock_webhook_agent_no_secret: MagicMock + ) -> None: + app = create_webhook_app( + mock_webhook_agent_no_secret, + auto_subscribe=False, + ) + # Don't set up subscriber + app.state.websub_subscriber = None + + client = TestClient(app) + + response = client.get( + "/webhook", + params={ + "hub.mode": "subscribe", + "hub.topic": "https://example.com/topic", + "hub.challenge": "test-challenge", + }, + ) + + assert response.status_code == 404 diff --git a/langchain-interpreter/uv.lock b/langchain-interpreter/uv.lock new file mode 100644 index 0000000..dba92f9 --- /dev/null +++ b/langchain-interpreter/uv.lock @@ -0,0 +1,2869 @@ +version = 1 +revision = 3 +requires-python = ">=3.11" + +[manifest] +constraints = [ + { name = "jaraco-context", specifier = ">=6.0.0" }, + { name = "wheel", specifier = ">=0.46.0" }, +] + +[[package]] +name = "afm" +version = "0.1.1" +source = { editable = "." } +dependencies = [ + { name = "click" }, + { name = "fastapi" }, + { name = "httpx" }, + { name = "jsonschema" }, + { name = "langchain" }, + { name = "langchain-anthropic" }, + { name = "langchain-mcp-adapters" }, + { name = 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