06OPEN SOURCELIVELive on Vercel
NLP-RAG-Agent
Three-stage NLP system: information extraction → FAISS vector retrieval → sentiment-aware LLM response. Deployed and live on Vercel.
— Overview
A three-stage NLP system: information extraction, FAISS vector retrieval, and a sentiment-aware LLM response layer. Extraction structures the input, retrieval grounds it in the vector store, and generation adapts its tone to the detected sentiment.
The system is open source and deployed live on Vercel — both the code and the running instance are linked below.
— Highlights
- →Three-stage pipeline: extract → retrieve → respond
- →FAISS vector store for grounded retrieval
- →Sentiment-aware response generation
- →Open source and live on Vercel