FareedKhan-dev/autonomous-agentic-rag

Implements a multi-agent architecture with specialist agents orchestrated via LangGraph that collaboratively generate outputs, evaluated across multiple dimensions (accuracy, feasibility, compliance) by a custom scoring system. An outer evolutionary loop uses diagnostician and SOP architect agents to iteratively refine standard operating procedures based on performance vectors, identifying Pareto-optimal trade-offs. Integrates LangChain/LangGraph for orchestration, Ollama for local LLMs, FAISS and DuckDB for multi-source knowledge indexing (PubMed, FDA guidelines, MIMIC-III clinical data), and LangSmith for observability.

125 stars.