Shou-Hsu/Report.ai
We've moved beyond the limitations of traditional text length-based segmentation, opting for a smarter approach—semantic segmentation. This innovative method ensures unparalleled precision in identifying both overarching themes and nuanced details within your content.
Leverages Langchain with OpenAI and Pinecone for semantic analysis and vector storage, while integrating Whisper for speech-to-text transcription and Spleeter for audio source separation. The pipeline processes multimedia inputs (YouTube, WAV, TXT) through voice activity detection, semantic segmentation, and customizable template-based analysis to generate timestamped Word reports with embedded audio references and vector-indexed content for retrieval.
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Language
Python
License
MIT
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Last pushed
Nov 13, 2023
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