An intelligent audio-to-transcript chatbot powered by Whisper, PyAnnote, FAISS, and LLMs.
Project description
MeetScribe
MeetScribe is an intelligent AI-powered tool that converts spoken meeting audio into accurate, speaker-labeled transcripts and allows users to chat with those transcripts using powerful LLMs like GPT-4o.
Powered by OpenAI Whisper, PyAnnote for speaker diarization, and LangChain RAG pipelines.
Features
- 🎙️ Speaker Diarization using PyAnnote
- ✍️ Transcription using OpenAI's Whisper
- 🧠 Question Answering using GPT-4o (or any OpenAI model)
- 🔍 Customizable Embeddings – Use HuggingFace or OpenAI Embeddings
- 📜 Chat History – Multi-turn conversation memory
- 🖥️ Streamlit UI – Easy-to-use local or web-based interface
Quick Start
1. Clone & Install
git clone https://github.com/jagadale1234/meetscribe.git
cd meetscribe
pip install -e .
Requirements
-
Hugging Face token (for PyAnnote)
-
OpenAI API key (for embeddings + LLM)
Usage (CLI)
meetscribe \
--audio path/to/meeting.wav \
--openai-key sk-xxx \
--hf-token hf_yyy
Usage (scripts and notebooks)
from meetscribe import process_audio, ask_question
transcript, qa_chain = process_audio(
wav_path="meeting.wav",
openai_key="sk-xxx",
hf_token="hf-yyy",
embedding_model="OpenAI"
)
print(transcript)
answer = ask_question(qa_chain, "What was the deadline for the new design?")
print("Answer:", answer)
Project details
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