Private Gpt

PrivateGPT provides an API layer for private AI applications using local models, retrieval, tools, and MCP.

github.com/zylon-ai/private-gpt
Private Gpt homepage screenshot

About Private Gpt

PrivateGPT is an open-source API layer for building AI applications on local models. It does not run models itself. Instead, it connects to an OpenAI-compatible inference server, such as Ollama, llama.cpp, or vLLM, through the OPENAI_API_BASE setting. Developers can use it to add retrieval, tools, file ingestion, and database access to an application without writing those backend components from scratch. The API follows the Anthropic API specification, and the built-in tools mirror the Claude API.

The project is designed to keep models local, but its privacy depends on how it is configured. Its built-in web search and web fetch tools access external web content, and it lists integrations with applications such as Claude Desktop, Claude for Microsoft 365, and n8n. Pricing is not stated in the source. The repository is listed as open source. Installation commands are given for macOS, Linux, and Windows.

Key features

  • Retrieval with citations and agentic RAG
  • File and artifact ingestion
  • Custom tools and MCP connectors
  • Structured access to databases and CSVs
  • Built-in web search, web fetch, and code execution tools
  • Messages API with streaming, async, and token counting
Best for: Developers who want to build private AI applications on locally hosted models and need a backend API with retrieval and tool support.
Good for
  • Open source, with a repository on GitHub
  • Works with any OpenAI-compatible inference server
  • The source states that it powers Zylon, an on-premise AI platform
Watch out for
  • Does not run models itself and requires a separate OpenAI-compatible LLM server
  • The built-in workbench UI is described as a demonstrator, not the core product
  • The example setup requires large model downloads, about 24 GB for the LLM

Private Gpt at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Yes · Source code
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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Private Gpt FAQ

Does PrivateGPT run AI models on its own?
No. It connects to an OpenAI-compatible inference server, set through the OPENAI_API_BASE variable. The source gives Ollama, llama.cpp, and vLLM as examples.
Is there a user interface?
PrivateGPT includes a built-in workbench UI at /ui for testing and demos. The source states that the API is the main product and that developers are expected to build their own applications on it.
What is the easiest way to get started?
The source describes Ollama as the easiest starting point for the required LLM server.
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