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Asad999/Luminas-self-rag-system

sourceHugging Faceupdated 5mo agoView on Hugging Face

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App README

Lumina: The Intelligent University Advisor

A production-grade Self-RAG advisory system built with LangGraph, Groq, and React.

Features

—Self-RAG Architecture: Real-time reflection on retrieval relevance and hallucination detection.
—High Performance: Powered by Groq Llama 3.3 70B for near-instant reasoning.
—Glassmorphic UI: Transparent pipeline visualization showing the agent's internal reasoning steps.
—Robust Knowledge Base: Grounded in official university catalogs and policies.

Environment Variables

To run this Space, you need to set the following secrets in your Space settings:

—GROQ_API_KEY: Your Groq API key.
—TAVILY_API_KEY: Your Tavily API key for web search fallback.
—GOOGLE_API_KEY: (Optional) If using Google Generative AI components.

Local Development

bash

# Install dependencies
pip install -r requirements.txt
cd university-advisor-ui && npm install && npm run build
cd ..

# Run the backend (it will serve the built UI from /static)
python self_rag_agent.py