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A simple RAG pipeline running locally with ollama, llamaindex and qdrant

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LoPAI Search

Locally Hosted Private AI-Powered Search

Overview

LoPAI Search is a locally hosted, private AI-powered search engine that allows you to index and query your own documents and files. It uses LLaMAIndex, Qdrant and Ollama to power the search functionalities.

Demo

lopai_demo.mp4

Features

  • Index and search your own documents and files
  • Supports the most popular text data formats supported by Llama index (list here)
  • Use AI-powered search to find relevant answers to your questions
  • Supports multiple collections and indexing
  • Locally hosted, so you have full control over your data
  • Private, so you can keep your data secure

Getting Started

Prerequisites

Docker and docker-compose installed on your machine.

Running the App

  1. Clone this repository to your local machine git clone [email protected]:albpurpura/lopai.git && cd lopai
  2. Run docker-compose up --build to build and start the app
  3. Access the app at http://localhost:8000 in your web browser

License

LoPAI Search is licensed under the Apache License. See LICENSE for details.

Acknowledgments

LoPAI Search uses the LLaMAIndex, Qdrant and Ollama.

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A simple RAG pipeline running locally with ollama, llamaindex and qdrant

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