Project Overview

Knowledge-Base Chatbot — Cited RAG

A retrieval-augmented chat assistant over your own documents. Pick which sources to search, ask a question in natural language, and get answers that cite the exact documents they came from. It includes multi-conversation history and a managed document store, so every response stays grounded and verifiable.

Next.jsTypeScriptLangChainPineconeOpenAI
Live Demo

This is a live, front-end demo. On request, I'll wire up a production backend with the stack of your choice — LangChain, LangGraph, Qdrant, Weaviate, PostgreSQL, Pinecone, and more.

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GALLERY
A saved conversation, grounded with citations
Ask your knowledge base — cited answers

Ask your knowledge base — cited answers

Manage the source documents