AI/ML
AI Chatbot (RAG)
January 25, 2026
An AI-powered chatbot that answers questions over your own documents using retrieval-augmented generation embeddings in a vector database, semantic search to pull relevant context, then a language model to generate the answer.
Why: Wanted hands-on experience with a vector database this was the project built specifically to get a real RAG pipeline running around one.
Stack: Python, RAG, vector database, semantic search