gopicharan7/Self_Reflective_RAG

AskMyDoc AI

An Agentic RAG (Retrieval-Augmented Generation) app with self-reflection and corrective capabilities.

Features

• —Upload any PDF and ask questions about it
• —Automatically grades retrieved chunks for relevance
• —Falls back to live web search if document is not relevant
• —Powered by Groq (Llama 3.1) + FAISS + LangChain

Tech Stack

• —LLM: Llama 3.1 8B via Groq
• —Embeddings: HuggingFace all-MiniLM-L6-v2
• —Vector Store: FAISS
• —Web Search: Tavily / DuckDuckGo
• —Framework: LangChain + LangGraph
• —UI: Streamlit
• —Deployment: Hugging Face Spaces (Docker)

Live Demo

https://huggingface.co/spaces/gopicharan7/SelfReflectiveRAG