/RAG

This repo contains self made projects and learnables from various resources on using local LLMs and RAG

Primary LanguageJupyter NotebookMIT LicenseMIT

RAG

This repo contains code of projects around RAG

Projects:

  1. RAG from Scratch - Leisure activity recommendation bot built using RAG from Scratch with ollama (LLAMA2) running locally.
  2. Content-based Q & A chatbot using RAG and LLAMA2 running locally - Get content from any website, parse it and use it for your chatbot powered by llama2.
  3. Chat with a webpage using local llama3 and RAG - A web-based chat application that helps to chat with any webpage using local llama3 and RAG. Developed using Streamlit, ollama and langchain_community.

webpage_chatbot (1)

  1. PDF_Chatbot using local llama3 and RAG - Gradio application that allows user to upload any pdf and ask questions related to the document using llama3 running locally using ollama.

pdf_chatbot