metadata
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
- Upload Documents: Use the sidebar to upload files (PDF, TXT, CSV)
- Add Text: Enter text directly into the knowledge base
- Ask Questions: Chat with the assistant about your documents
- 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