AI Knowledge Assistant — RAG System
Personal project built with Next.js, TypeScript, Node.js, LangChain, and Pinecone. Built a full RAG pipeline with document ingestion, sentence-aware chunking, embedding generation, and semantic retrieval; streamed LLM responses to the frontend; evaluated Groq, Gemini Flash, and OpenAI for latency and cost and selected Gemini Flash for production balance.