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private-gpt

PrivateGPT is an open-source API layer that focuses on transforming local models into production-grade AI applications. It provides a streaming messages API, document ingestion, RAG with citations, built-in and custom tools, MCP connectors, database and CSV querying, and structured outputs. The project is Python-based, OpenAI-compatible, and licensed under Apache-2.0. As of the collection time, it has 57,313 GitHub stars.

57.3K Stars

7.6K Forks

5 Issues

95 Views

Python

Apache-2.0

IndexedJuly 13, 2026

GitHub repository Online Demo

Project Overview

PrivateGPT is an open-source API layer designed to turn local models into production AI applications. It goes beyond simply running a model by adding the building blocks needed for production environments.

Key Features

Streaming messages API: Supports streaming responses for enhanced interactivity.
Document ingestion: Allows importing document data for processing.
RAG with citations: Combines retrieval and generation to provide answerable sources.
Built-in and custom tools: Includes pre-configured tools and supports user-defined extensions.
MCP connectors: Connect to external model context protocol services.
Database and CSV querying: Query databases and CSV files directly.
Structured outputs: Generate structured data results.

Tech Stack and License

The project is Python-based, compatible with OpenAI interfaces, and licensed under Apache-2.0.

Project Status

As of the collection time, it has 57,313 GitHub stars, indicating significant community interest.

private-gptlocal AIprivate deploymentRAGAPI layeropen-sourcedata privacytext-to-SQLMCPdeveloper tools

Sources & Verification

This entry is compiled and reviewed against the project’s primary sources:

Last verified:: July 13, 2026
Reviewed by:: SoFarBot Editorial Team

We confirm the project resolves to its real repository, classify it, and label its open-source license and language. Metrics such as stars and last commit reflect the upstream repository and are refreshed as it changes.

Project Rating

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Frequently Asked Questions

What is PrivateGPT: An API Layer to Turn Local Models into Production AI Applications?

What language is PrivateGPT: An API Layer to Turn Local Models into Production AI Applications written in?

PrivateGPT: An API Layer to Turn Local Models into Production AI Applications is primarily written in Python.

What license is PrivateGPT: An API Layer to Turn Local Models into Production AI Applications under?

PrivateGPT: An API Layer to Turn Local Models into Production AI Applications is released under the Apache-2.0 license.

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