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Simple RAG Application

A simple Retrieval-Augmented Generation (RAG) application that allows users to chat with documents. The application includes both a command-line interface and a Streamlit web interface.

Features

  • Load documents from URLs
  • Split documents into chunks
  • Generate embeddings using Ollama
  • Vector storage using InMemory
  • Interactive chat interface
  • Streamlit web UI

Prerequisites

  • Python 3.8+
  • Ollama installed locally
  • Required Python packages (see requirements.txt)

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