Hugging Face's logo

Spaces:
Jack1808
/
rag-system
Runtime error

App Files Community
rag-system / README.md
Jainish1808
Clean RAG system for HF Spaces with Ollama Cloud gpt-oss:120b-cloud
49f11f5
preview code
|
raw
history blame contribute delete
760 Bytes
metadata 
title: RAG System with Ollama Cloud
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false

RAG (Retrieval-Augmented Generation) QA System

This is a production-ready RAG system using:

  • MongoDB Atlas Vector Search for document storage and retrieval
  • Ollama Cloud (gpt-oss:120b-cloud) for text generation
  • Sentence Transformers for embeddings
  • FastAPI for the web interface

Features

  • Upload and process PDF, CSV, JSON documents
  • Scrape and index web pages
  • Semantic search using MongoDB Atlas
  • Question answering using Ollama Cloud models

Configuration

Set these environment variables in your Space settings:

  • OLLAMA_API_KEY: Your Ollama Cloud API key
  • MONGODB_URI: MongoDB Atlas connection string