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---
title: Personal AI Assistant with RAG
emoji: 🤗
colorFrom: indigo
colorTo: purple
sdk: docker
app_port: 7860
pinned: true
license: mit
---
# Personal AI Assistant with RAG
A powerful personal AI assistant that uses Retrieval-Augmented Generation (RAG) to provide responses based on your documents and notes.
## Features
- Uses free Hugging Face models for language processing and embeddings
- Stores and retrieves information in a vector database
- Upload PDF, TXT, and CSV files to expand the knowledge base
- Add direct text input to your knowledge base
- View sources for AI responses
- Conversation history tracking
## How to Use
1. **Upload Documents**: Use the sidebar to upload files (PDF, TXT, CSV)
2. **Add Text**: Enter text directly into the knowledge base
3. **Ask Questions**: Chat with the assistant about your documents
4. **View Sources**: See where information is coming from
## Built With
- Hugging Face Models
- LLM: google/flan-t5-large
- Embeddings: sentence-transformers/all-MiniLM-L6-v2
- LangChain for orchestration
- Qdrant for vector storage
- Streamlit for UI
Created by [p3rc03](https://huggingface.co/p3rc03) |