Multi-Stage RAG Assistant 🚀

Project Overview

This project demonstrates the evolution of a RAG system, from basic retrieval to advanced re-ranking and agentic reasoning.

Versions

• V1: Naive RAG (rag_pdf/, rag_obsidian/): Basic vector search implementation.
• V2: Advanced RAG (rag_multi/): Integrated Hybrid Search and Cross-Encoder Re-Ranking.
• V3: Agentic RAG (agentic_rag/): (In Progress) Implementing a ReAct Agent for autonomous tool use.