GlitchGhost/Multi-Source-RAG-Assistant

📚 Multi-Source RAG Assistant

This app lets users interact with:

• —🧾 PDF documents
• —📊 CSV datasets (with automatic EDA)
• —🌐 Any website (scraped and embedded into a vector database)

💡 Powered by:

• —Google Gemini API
• —FAISS vector search
• —LangChain framework

🔧 How It Works

1. 1.Select input type from sidebar: PDF, CSV, or Website URL.
2. 2.Upload or input accordingly.
3. 3.Ask questions — the assistant answers using context-aware RAG via Gemini.

🚀 Getting Started

Before using the app:

• —Enter your Gemini API Key in the sidebar.

🧠 Tech Stack

• —Streamlit for UI
• —LangChain for RAG logic
• —FAISS for vector storage
• —SentenceTransformers for embeddings
• —Google Generative AI (Gemini) for LLM-powered answers

🛠 Developed by Abhijeet Singh

Hosted with ❤️ on Hugging Face Spaces