Merge pull request #800 from pipecat-ai/mb/autogen-docs

Auto-generate API reference docs

.github/workflows/generate_docs.yaml

@@ -0,0 +1,47 @@
+name: Generate API Documentation
+
+on:
+  release:
+    types: [published] # Run on new release
+  workflow_dispatch: # Manual trigger
+
+jobs:
+  update-docs:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r docs/api/requirements.txt
+          pip install .
+
+      - name: Generate API documentation
+        run: |
+          cd docs/api
+          python generate_docs.py
+
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v5
+        with:
+          commit-message: 'docs: Update API documentation'
+          title: 'docs: Update API documentation'
+          body: |
+            Automated PR to update API documentation.
+
+            - Generated using `docs/api/generate_docs.py`
+            - Triggered by: ${{ github.event_name }}
+          branch: update-api-docs
+          delete-branch: true
+          labels: |
+            documentation

.gitignore

@@ -32,3 +32,7 @@ fly.toml
 
 # Example files
 pipecat/examples/twilio-chatbot/templates/streams.xml
+
+# Documentation
+docs/api/_build/
+docs/api/api

.readthedocs.yaml

@@ -0,0 +1,15 @@
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: '3.12'
+
+sphinx:
+  configuration: docs/api/conf.py
+
+python:
+  install:
+    - requirements: docs/api/requirements.txt
+    - method: pip
+      path: .

docs/api/Makefile

@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = .
+BUILDDIR      = _build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/api/conf.py

@@ -0,0 +1,41 @@
+import sys
+from pathlib import Path
+
+# Add source directory to path
+docs_dir = Path(__file__).parent
+project_root = docs_dir.parent
+sys.path.insert(0, str(project_root / "src"))
+
+# Project information
+project = "pipecat-ai"
+copyright = "2024, Daily"
+author = "Daily"
+
+# General configuration
+extensions = [
+    "sphinx.ext.autodoc",
+    "sphinx.ext.napoleon",
+    "sphinx.ext.viewcode",
+    "sphinx.ext.intersphinx",
+]
+
+# Napoleon settings
+napoleon_google_docstring = True
+napoleon_numpy_docstring = False
+napoleon_include_init_with_doc = True
+
+# AutoDoc settings
+autodoc_default_options = {
+    "members": True,
+    "member-order": "bysource",
+    "special-members": "__init__",
+    "undoc-members": True,
+    "exclude-members": "__weakref__",
+    "no-index": True,
+}
+
+# HTML output settings
+html_theme = "sphinx_rtd_theme"
+html_static_path = ["_static"]
+autodoc_typehints = "description"
+html_show_sphinx = False  # Remove "Built with Sphinx"

docs/api/generate_docs.py

@@ -0,0 +1,104 @@
+#!/usr/bin/env python3
+
+import shutil
+import subprocess
+from pathlib import Path
+
+
+def run_command(command: list[str]) -> None:
+    """Run a command and exit if it fails."""
+    print(f"Running: {' '.join(command)}")
+    try:
+        subprocess.run(command, check=True)
+    except subprocess.CalledProcessError as e:
+        print(f"Warning: Command failed: {' '.join(command)}")
+        print(f"Error: {e}")
+
+
+def main():
+    docs_dir = Path(__file__).parent
+    project_root = docs_dir.parent.parent
+
+    # Install documentation requirements
+    requirements_file = docs_dir / "requirements.txt"
+    run_command(["pip", "install", "-r", str(requirements_file)])
+
+    # Install from project root, not docs directory
+    run_command(["pip", "install", "-e", str(project_root)])
+
+    # Install all service dependencies
+    services = [
+        "anthropic",
+        "assemblyai",
+        "aws",
+        "azure",
+        "canonical",
+        "cartesia",
+        # "daily",
+        "deepgram",
+        "elevenlabs",
+        "fal",
+        "fireworks",
+        "gladia",
+        "google",
+        "grok",
+        "groq",
+        "langchain",
+        # "livekit",
+        "lmnt",
+        "moondream",
+        "nim",
+        "noisereduce",
+        "openai",
+        "openpipe",
+        "playht",
+        "silero",
+        "soundfile",
+        "websocket",
+        "whisper",
+    ]
+
+    extras = ",".join(services)
+    try:
+        run_command(["pip", "install", "-e", f"{str(project_root)}[{extras}]"])
+    except Exception as e:
+        print(f"Warning: Some dependencies failed to install: {e}")
+
+    # Clean old files
+    api_dir = docs_dir / "api"
+    build_dir = docs_dir / "_build"
+    for dir in [api_dir, build_dir]:
+        if dir.exists():
+            shutil.rmtree(dir)
+
+    # Generate API documentation
+    run_command(
+        [
+            "sphinx-apidoc",
+            "-f",  # Force overwrite
+            "-e",  # Put each module on its own page
+            "-M",  # Put module documentation before submodule
+            "--no-toc",  # Don't generate modules.rst (cleaner structure)
+            "-o",
+            str(api_dir),  # Output directory
+            str(project_root / "src/pipecat"),
+            # Exclude problematic files and directories
+            str(project_root / "src/pipecat/processors/gstreamer"),  # Optional gstreamer
+            str(project_root / "src/pipecat/transports/network"),  # Pydantic issues
+            str(project_root / "src/pipecat/transports/services"),  # Pydantic issues
+            str(project_root / "src/pipecat/transports/local"),  # Optional dependencies
+            str(project_root / "src/pipecat/services/to_be_updated"),  # Exclude to_be_updated
+            "**/test_*.py",  # Test files
+            "**/tests/*.py",  # Test files
+        ]
+    )
+
+    # Build HTML documentation
+    run_command(["sphinx-build", "-b", "html", str(docs_dir), str(build_dir / "html")])
+
+    print("\nDocumentation generated successfully!")
+    print(f"HTML docs: {build_dir}/html/index.html")
+
+
+if __name__ == "__main__":
+    main()

docs/api/index.rst

@@ -0,0 +1,77 @@
+Pipecat API Reference Docs
+==========================
+
+Welcome to Pipecat's API reference documentation!
+
+Pipecat is an open source framework for building voice and multimodal assistants.
+It provides a flexible pipeline architecture for connecting various AI services,
+audio processing, and transport layers.
+
+Quick Links
+-----------
+
+* `GitHub Repository <https://github.com/pipecat-ai/pipecat>`_
+* `Website <https://pipecat.ai>`_
+
+
+API Reference
+-------------
+
+Core Components
+~~~~~~~~~~~~~~~
+
+* :mod:`pipecat.frames`
+* :mod:`pipecat.processors`
+* :mod:`pipecat.pipeline`
+
+Audio Processing
+~~~~~~~~~~~~~~~~
+
+* :mod:`pipecat.audio`
+* :mod:`pipecat.vad`
+
+Services
+~~~~~~~~
+
+* :mod:`pipecat.services`
+
+Transport & Serialization
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+* :mod:`pipecat.transports`
+* :mod:`pipecat.serializers`
+
+Utilities
+~~~~~~~~~
+
+* :mod:`pipecat.clocks`
+* :mod:`pipecat.metrics`
+* :mod:`pipecat.sync`
+* :mod:`pipecat.transcriptions`
+* :mod:`pipecat.utils`
+
+.. toctree::
+   :maxdepth: 2
+   :caption: API Reference
+   :hidden:
+
+   api/pipecat.audio
+   api/pipecat.clocks
+   api/pipecat.frames
+   api/pipecat.metrics
+   api/pipecat.pipeline
+   api/pipecat.processors
+   api/pipecat.serializers
+   api/pipecat.services
+   api/pipecat.sync
+   api/pipecat.transcriptions
+   api/pipecat.transports
+   api/pipecat.utils
+   api/pipecat.vad
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`

docs/api/make.bat

@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=.
+set BUILDDIR=_build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd

docs/api/requirements.txt

@@ -0,0 +1,5 @@
+sphinx>=8.1.3
+sphinx-rtd-theme
+sphinx-markdown-builder
+sphinx-autodoc-typehints
+toml

pyproject.toml

@@ -62,7 +62,7 @@ moondream = [ "einops~=0.8.0", "timm~=1.0.8", "transformers~=4.44.0" ]
 nim = [ "openai~=1.50.2" ]
 noisereduce = [ "noisereduce~=3.0.3" ]
 openai = [ "openai~=1.50.2", "websockets~=13.1", "python-deepcompare~=1.0.1" ]
-openpipe = [ "openpipe~=4.24.0" ]
+openpipe = [ "openpipe~=4.38.0" ]
 playht = [ "pyht~=0.1.4", "websockets~=13.1" ]
 silero = [ "onnxruntime~=1.19.2" ]
 soundfile = [ "soundfile~=0.12.1" ]
@@ -84,3 +84,10 @@ fallback_version = "0.0.0-dev"
 [tool.ruff]
 exclude = ["*_pb2.py"]
 line-length = 100
+
+select = [
+    "D", # Docstring rules
+]
+
+[tool.ruff.pydocstyle]
+convention = "google"

src/pipecat/audio/vad/vad_analyzer.py

@@ -8,7 +8,7 @@ from abc import abstractmethod
 from enum import Enum
 
 from loguru import logger
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.audio.utils import calculate_audio_volume, exp_smoothing
 

src/pipecat/services/cartesia.py

@@ -11,7 +11,7 @@ import uuid
 from typing import AsyncGenerator, List, Optional, Union
 
 from loguru import logger
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.frames.frames import (
     BotStoppedSpeakingFrame,

src/pipecat/services/gladia.py

@@ -10,7 +10,7 @@ from typing import AsyncGenerator, Optional
 
 import aiohttp
 from loguru import logger
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.frames.frames import (
     CancelFrame,

src/pipecat/services/nim.py

@@ -22,14 +22,6 @@ class NimLLMService(OpenAILLMService):
         base_url (str, optional): The base URL for NIM API. Defaults to "https://integrate.api.nvidia.com/v1"
         model (str, optional): The model identifier to use. Defaults to "nvidia/llama-3.1-nemotron-70b-instruct"
         **kwargs: Additional keyword arguments passed to OpenAILLMService
-
-    Example:
-        ```python
-        service = NimLLMService(
-            api_key="your-api-key",
-            model="nvidia/llama-3.1-nemotron-70b-instruct"
-        )
-        ```
     """
 
     def __init__(

src/pipecat/services/openai.py

@@ -379,14 +379,25 @@ class OpenAIImageGenService(ImageGenService):
 
 
 class OpenAITTSService(TTSService):
-    """This service uses the OpenAI TTS API to generate audio from text.
-    The returned audio is PCM encoded at 24kHz. When using the DailyTransport, set the sample rate in the DailyParams accordingly:
-    ```
+    """OpenAI Text-to-Speech service that generates audio from text.
+
+    This service uses the OpenAI TTS API to generate PCM-encoded audio at 24kHz.
+    When using with DailyTransport, configure the sample rate in DailyParams
+    as shown below:
+
     DailyParams(
         audio_out_enabled=True,
         audio_out_sample_rate=24_000,
     )
-    ```
+
+    Args:
+        api_key: OpenAI API key. Defaults to None.
+        voice: Voice ID to use. Defaults to "alloy".
+        model: TTS model to use ("tts-1" or "tts-1-hd"). Defaults to "tts-1".
+        sample_rate: Output audio sample rate in Hz. Defaults to 24000.
+        **kwargs: Additional keyword arguments passed to TTSService.
+
+    The service returns PCM-encoded audio at the specified sample rate.
     """
 
     def __init__(

src/pipecat/services/playht.py

@@ -14,7 +14,7 @@ from typing import AsyncGenerator, Optional
 import aiohttp
 import websockets
 from loguru import logger
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.frames.frames import (
     BotStoppedSpeakingFrame,

src/pipecat/transports/base_transport.py

@@ -11,7 +11,7 @@ from abc import ABC, abstractmethod
 from typing import Optional
 
 from pydantic import ConfigDict
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.audio.filters.base_audio_filter import BaseAudioFilter
 from pipecat.audio.mixers.base_audio_mixer import BaseAudioMixer

src/pipecat/transports/network/fastapi_websocket.py

@@ -12,7 +12,7 @@ import typing
 import wave
 
 from typing import Awaitable, Callable
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.frames.frames import (
     Frame,

src/pipecat/transports/network/websocket_server.py

@@ -10,7 +10,7 @@ import time
 import wave
 
 from typing import Awaitable, Callable
-from pydantic.main import BaseModel
+from pydantic import BaseModel
 
 from pipecat.frames.frames import (
     CancelFrame,