Build Scope
- FastAPI backend
- Document upload or folder ingestion
- SQLite document registry
- Vector index
- Question answering endpoint
Protected Project 01
Personal Knowledge RAG
Create a local knowledge base that answers questions from your notes and cites the exact source chunks.
Data Model
documents(id, title, path, status)
chunks(id, document_id, text, metadata)
embeddings(chunk_id, vector_ref)Quality Bar
Every answer must cite source titles and say when evidence is missing. No citation means no confident answer.
Final Demo
Ask five real questions. Show retrieved chunks beside each answer and explain one retrieval failure.