ssmritip/basic_rag

Basic-RAG-Chatbot

A Retrieval-Augmented Generation (RAG) chatbot that combines document retrieval and generative AI to generate responses based on relevant documents from URLs or PDFs. It integrates Google GenAI for embeddings, Groq for LLM execution, and uses LangChain and FAISS for the underlying logic. This chatbot is hosted and available on Hugging Face Spaces.

Features

• —Retrieve content from URLs or PDFs.
• —Use Google GenAI for embeddings and Groq for LLM execution.
• —Powered by LangChain, FAISS, and Gradio for interaction.

How to Use

This chatbot is deployed on Hugging Face Spaces and is ready for interaction directly on the platform.

• —To try the chatbot, visit the Hugging Face link below:

**Try the chatbot on Hugging Face**

Deployment Notes

This app is hosted on Hugging Face Spaces using Gradio for the interface and the backend relies on document retrieval from URLs or PDFs. The chatbot uses API keys for Google GenAI and Groq, which are configured in the environment.