API or serverBackend development

private-gpt

Add RAG, files, tools, databases, and MCP APIs to locally hosted language models.

Stars
57,331
Forks
7,597
License
Apache-2.0
Updated
Updated Jul 14, 2026

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Project overview

PrivateGPT sits between an OpenAI-compatible local inference server and the applications built on top of it. Its API covers messages, file ingestion, citation-backed retrieval, custom tools, database and CSV access, and MCP connectors, following the Claude API as a reference. The included web interface is mainly a demonstrator and debugger; developers are expected to build their own user experience around the API.

Repository facts

Primary language
Python
License
Apache-2.0
Repository updated
Jul 14, 2026
Default branch
main

Resource types

API or server

Use cases

Backend developmentData and analyticsResearch and knowledge

Runtime

DockerLocalSelf-hosted

Protocols & integrations

Model Context Protocol

Capabilities

Code executionTool useWeb search

Audience

Developers

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