Self-directed · LLM

RAG-Based Knowledge Assistant

2025 – Present

Self-directed practice project — not a client-delivered or production system.

A RAG pipeline over sample documents using a FAISS vector database and LangChain / LlamaIndex to answer queries grounded in the source.

Stack

• LangChain
• LlamaIndex
• FAISS
• OpenAI API