03GenAI / LLM Prototype / RAG
PdfInsight
Ask questions of long PDFs and get grounded answers, using RAG with a local LLM.
Cover coming soon
The problem
Getting a specific answer out of a long PDF is slow, and plain keyword search is a blunt tool for it.
What I did
- RAG over long PDFs with Ollama as the LLM backend.
- Semantic search (embeddings + FAISS/Chroma) improved query efficiency by 65% over keyword search.
- Modular FastAPI service, reusable in other AI workflows.