Private-Gpt

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PrivateGPT is an open-source AI tool that allows users to interact with their documents using Large Language Models (LLMs) with 100% privacy and no data leaks. It provides an API for building private, context-aware AI applications.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is private-gpt?

PrivateGPT, built by Zylon, is a production-ready, open-source AI project designed for secure document interaction using Large Language Models (LLMs). It guarantees 100% privacy, ensuring no data leaves your execution environment, making it ideal for data-sensitive domains like healthcare or legal. The tool offers an API that follows and extends the OpenAI API standard, supporting both normal and streaming responses. This API is divided into high-level functionalities for abstracting RAG pipeline implementation, including document ingestion, chat, and completions, as well as low-level APIs for advanced users to generate embeddings and retrieve contextual chunks. A Gradio UI client is also provided for testing, alongside useful tools like a bulk model download script and an ingestion script.

Best used for

Ideal for developers and startup founders who need to build private, context-aware AI applications, implement RAG pipelines, and interact with documents securely. Especially valuable for regulated industries requiring strict data privacy and on-premise AI solutions.

Common actions

interact with documents

build private AI

implement RAG pipelines

generate embeddings

retrieve context

automated workflowworkflowscollaborationlow-code/no-codedeepfakeopen-source"AI Agents"github copilotface swapping

Capabilities

Key features

100% private document interaction
No data leaks
OpenAI API standard extension
High-level RAG API
Low-level embeddings API
Contextual chunk retrieval
Gradio UI client

Target Audience

developerstartup founderdata scientist

Integrations

qdrantfernllama-indexlangchaingpt4allchromasentence-transformers

Pricing & Plans

Open Source

Free

FAQs

What kind of privacy does PrivateGPT offer?

PrivateGPT ensures 100% data privacy by processing all interactions and documents within your local execution environment. No data is sent to external services or third-party APIs, making it suitable for highly sensitive information and regulated industries.

Does PrivateGPT support the OpenAI API standard?

Yes, PrivateGPT's API follows and extends the OpenAI API standard. This allows developers familiar with OpenAI's API to easily integrate PrivateGPT into their applications, supporting both normal and streaming responses for various AI tasks.

Can I use PrivateGPT for both high-level and low-level AI tasks?

PrivateGPT provides both high-level and low-level APIs. The high-level API abstracts RAG pipeline complexities like document ingestion and chat, while the low-level API allows advanced users to generate embeddings and retrieve contextual chunks for custom pipeline implementations.

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Also listed in

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Research & Education › Knowledge Management Coding & Development › Open Source & Models

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