OmniBrief
Built a full-stack video intelligence engine that ingests YouTube videos and local files, generating transcripts, summaries, decisions, and action items through AI-powered analysis. Additionally, implemented a RAG-based conversational interface using ChromaDB and LangChain, enabling users to query video content with contextual accuracy.
Tech Stack
- Python
- ChromaDB
- Flask
- Mistral AI
- LangChain
- OpenAI Whisper
- JavaScript
- React
OmniBrief is a full-stack video intelligence engine that ingests YouTube videos and local files, generating transcripts, summaries, decisions, and action items through AI-powered analysis. Additionally, implemented a RAG-based conversational interface using ChromaDB and LangChain, enabling users to query video content with contextual accuracy.
What it does
- Video ingestion and processing
- AI-powered transcript generation
- Summary and action item extraction
- RAG-based conversational interface
Key Features
- Multi-source Ingestion — Supports both YouTube URLs and local video file uploads
- AI Analysis — Uses Mistral AI for generating transcripts, summaries, decisions, and action items
- RAG Interface — ChromaDB + LangChain for context-aware video content querying
- Full-stack Implementation — React frontend with Flask backend API
Tech Stack
Python · Flask · Mistral AI · ChromaDB · LangChain · OpenAI Whisper · JavaScript · React