Semantic Search over Personal Knowledge Base

A retrieval-augmented pipeline that indexes Markdown notes and PDFs using sentence embeddings (all-MiniLM-L6-v2) and FAISS. Queries are answered by retrieving the top-k chunks and passing them to a local LLM via Ollama, keeping all data on-device.

February 2026