Feature/audio transcription

mabry1985 commented 9 months ago

Summary by CodeRabbit

New Features
- Added new /transcribe endpoint for transcribing audio files and YouTube videos.
- Introduced functionality for inferring speaker names from transcripts.
- Implemented a feature to create titles based on content.
- Integrated OpenAI chat API interaction capabilities.
- Enhanced audio transcription capabilities using various models and libraries.
- Implemented YouTube audio ripping functionality.
Improvements
- Updated the wiki_search_tool function for enhanced performance.
- Expanded the requirements.txt to include numerous new packages for extended functionality.
Documentation
- Updated server README with new endpoint documentation and usage examples.
Bug Fixes
- Adjusted .gitignore to correctly exclude specific directories and files.

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Walkthrough

The server's capabilities have been expanded with new features for audio processing, including transcription, speaker inference, and title generation. A new endpoint supports audio and video inputs, and the system utilizes various libraries for tasks like YouTube ripping and speech recognition. The updates also encompass a chat model integration and document summarization enhancements, all while ensuring certain files and directories remain untracked by version control.

Changes

File Path	Change Summary
`.gitignore`	Updated to include `server/env.py` and `server/data` directories.
`server/README.md`	Added documentation for new `/transcribe` endpoint.
`server/chains/...`	Introduced new files for speaker inference and title creation functionality.
`server/main.py`	Updated with new imports, functions for audio transcription and YouTube video ripping, and modifications to existing functions.
`server/models/chat_model.py`	New chat model functionality using OpenAI API.
`server/requirements.txt`	Added numerous new packages for audio processing and updated existing ones.
`server/tools/audio/...`	New files for transcribing audio with Hugging Face Whisper and WhisperX libraries.
`server/tools/loaders/youtube_ripper.py`	Altered to use `pytube` for downloading YouTube audio.
`server/tools/summarization/...`	New and updated files for document summarization and generating titles.

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mabry1985 commented 9 months ago

@coderabbitai review

artificialcitizens / acai.so