A Q&A Bot Over Your Documents
Ship a working RAG bot: ingest PDFs, embed, search, generate. The 'hello world' of production agents.
Project Goal
Build a chatbot that answers questions from your own documents (PDFs, Markdown, etc.). This is the "hello world" of production agents and immediately useful for any team.
Architecture
- Ingest: load docs -> chunk -> embed -> store in vector DB
- Query: embed question -> retrieve top-K chunks -> stuff in prompt -> LLM
- Cite: format chunks with IDs; ask LLM to cite
All lessons in this course
- A Q&A Bot Over Your Documents
- A Code-Explainer Agent
- A Web-Browsing Research Agent
- A SQL Assistant for Your DB