Project Title

private-gpt — A production-ready AI project for private document interaction using Large Language Models

Overview

PrivateGPT is a Python-based AI project that enables users to interact with their documents using the power of Large Language Models (LLMs) in a completely private and offline manner. It offers a high-level API for building private, context-aware AI applications and a low-level API for advanced users to implement custom pipelines. The project ensures that no data leaves the user's execution environment, addressing privacy concerns in data-sensitive industries.

Key Features

High-level API for RAG (Retrieval Augmented Generation) pipeline implementation
Low-level API for custom complex pipelines
Supports both normal and streaming responses
Gradio UI client for testing the API
Tools for bulk model download, ingestion, and document folder watch

Use Cases

Enterprises requiring a fully private AI workspace for sensitive data
Healthcare or legal industries concerned about data privacy
Educational purposes to understand local chatGPT-like tool implementation

Advantages

Ensures 100% privacy with no data leaving the execution environment
Extends the OpenAI API standard for familiar usage patterns
Provides both high-level and low-level APIs for flexibility
Supports offline operation, eliminating internet connectivity concerns

Limitations / Considerations

The project may require significant computational resources for LLMs
Custom pipeline implementation in the low-level API may be complex for beginners
The project's documentation may not be as frequently updated as the README

OpenAI API: A widely used API for AI applications, but lacks the privacy features of PrivateGPT.
Hugging Face Transformers: Offers a range of pre-trained models, but does not focus on privacy like PrivateGPT.
EleutherAI GPT-Neo: An open-source alternative to GPT models, but without the private document interaction features of PrivateGPT.

Basic Information

GitHub: https://github.com/zylon-ai/private-gpt
Stars: 56,550
License: Unknown
Last Commit: 2025-09-04

📊 Project Information

Project Name: private-gpt
GitHub URL: https://github.com/zylon-ai/private-gpt
Programming Language: Python
⭐ Stars: 56,550
🍴 Forks: 7,572
📅 Created: 2023-05-02
🔄 Last Updated: 2025-09-04

🏷️ Project Topics

Topics: [, ]

🎮 Online Demos

request a demo

📚 Documentation

This article is automatically generated by AI based on GitHub project information and README content analysis

private-gpt

Project Description