PrivateGPT
A self-hosted API layer for building private AI applications on top of local language models.
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About PrivateGPT
PrivateGPT sits between your applications and a local inference server. It adds retrieval over your own documents (RAG), skills, tools, MCP support and text-to-SQL. It works with any OpenAI-compatible inference server, so you can pair it with whichever local model runtime you already use.
The repository includes a UI folder and a Dockerfile for running it yourself. It suits developers and teams who want to ask questions about their documents without sending them to a hosted AI service.
Strengths
- Document question answering (RAG) on local models
- Works with any OpenAI-compatible inference server
- Supports tools, MCP and text-to-SQL
- Docker setup included
Limitations
- Aimed at developers; requires setting up a separate inference server
- Mainly an API layer rather than a finished desktop app
Details
- Pricing
- FreeFree to run yourself from the public repository.
- License
- Proprietary
- Developer
- Zylon
- Platforms
- Self-hosted
- How it runs
- Self-hosted
- Best suited for
- Developers building private document chat and AI features on local models
- Categories
- Local AI tools, Developer tools
- Last verified
- Added
- Provenance
- Facts checked against the developer's own pages and store listings, 1 sources on file.
Alternatives to PrivateGPT
Compare allSoftware that can replace PrivateGPT for an important use case, and what changes if you switch.
RAGFlow
An open-source, self-hostable RAG engine with document ingestion, hybrid search and a visual agent builder.
RAGFlow is an open-source self-hosted RAG engine with hybrid search, re-ranking and a visual agent builder, aimed at teams and with a more involved server setup.
Kotaemon
An open-source, self-hosted RAG app for chatting with your documents using local or hosted models.
Kotaemon is an open-source self-hosted RAG app with a web interface for chatting with documents, working with local or hosted models and deployable with Docker.
AnythingLLM
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AnythingLLM is a finished desktop app under MIT with chat, vector database and document pipeline in one install, instead of an API layer that needs a separate inference server.
Open WebUI
A self-hosted chat interface that talks to Ollama and any OpenAI-compatible API, so your local models get a proper front end.
Open WebUI is a self-hosted multi-user chat interface with document upload and retrieval for Ollama and OpenAI-compatible APIs, though its license adds a branding condition.
Khoj
Open-source AI second brain that researches across your documents and the web with any model.
Khoj is an AGPL-3.0 self-hostable assistant that chats over your documents and the web, adding scheduled automations and custom agents with local or remote models.
Dify
Self-hosted platform for building AI agent workflows and RAG pipelines.
Dify offers a visual builder for workflows, RAG and agents that can be self-hosted, but uses a custom source-available license and needs your own model provider access.
Open Notebook
Self-hosted, open source alternative to Google's NotebookLM.
Open Notebook is an MIT-licensed self-hosted NotebookLM alternative for working with your sources, where local processing depends on the configured model provider.
Similar software
Related functionality, not necessarily a direct replacement.
Ollama
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llama.cpp
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LocalAI
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Docling
Open source library that converts documents into AI-ready structured formats.
Langflow
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MinerU
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