Overview
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.
private-gpt is listed in the db.fyi developer directory under Code / DevTools. Use official docs and the project repository to verify current capabilities, pricing, and security posture before adopting it in production.
What's changed (as of 2026-09-11)
- Official meta available; kept editorial description (source: https://www.zylon.ai/private-gpt)
- Homepage title signal: “PrivateGPT (Official Open-Source) – GitHub Repo & Docs | Zylon”
Verify current pricing, model list, and limits on the official site before buying or deploying.
Key capabilities
- Primary focus: Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.
- Integration surface: see official site for SDKs and APIs
- Pricing model on record: Free (confirm on the vendor site)
Tradeoffs
- Fast-moving open-source and agent tooling can change APIs and defaults without long deprecation windows.
- Claims about autonomy, compression, or “junior developer” behavior should be validated on your own repos and evals.
- Self-hosted options may reduce vendor lock-in but increase ops burden (GPU, upgrades, access control).
Ideal for
- Developers and teams evaluating code / devtools options in the same cluster as related db.fyi tools
- Prototyping agent or LLM workflows where private-gpt’s stated focus matches the task
- Comparing open alternatives before committing to a paid coding or agent stack
Not ideal for
- Regulated workloads until you verify compliance, data retention, and audit logs from primary sources
- Teams that need a fully managed SLA without reading the project’s support model
- Use cases that require features not documented at https://www.zylon.ai/private-gpt
Specs
| Field | Value | |-------|-------| | Category | Code / DevTools | | Pricing | Free | | Website | https://www.zylon.ai/private-gpt | | GitHub | Not publicly documented | | Open source | Yes / see repo | | Last updated | 2026-09-11 |
Skills matrix
| Skill | Status | Delivery | Maturity | Evidence |
|---|---|---|---|---|
| Code generation | Partial | Model-dependent | Model-limited | Not publicly documented |
| Refactoring | Partial | Model-dependent | Model-limited | Not publicly documented |
| Multi-file reasoning | Partial | Model-dependent | Model-limited | Not publicly documented |
| Test generation | Partial | Model-dependent | Model-limited | Not publicly documented |
| Static analysis support | Partial | Model-dependent | Model-limited | Not publicly documented |
| Codebase indexing | Partial | Model-dependent | Model-limited | Not publicly documented |
| Semantic retrieval | Partial | Model-dependent | Model-limited | Not publicly documented |
| Memory retention across sessions | Partial | Model-dependent | Model-limited | Not publicly documented |
| Context injection control | Partial | Model-dependent | Model-limited | Not publicly documented |
| Inline editing | Partial | Model-dependent | Model-limited | Not publicly documented |
| Chat-first interaction | Partial | Model-dependent | Model-limited | Not publicly documented |
| File diff preview | Partial | Model-dependent | Model-limited | Not publicly documented |
| Git integration | Partial | Model-dependent | Model-limited | Not publicly documented |
| Terminal / command execution | Partial | Model-dependent | Model-limited | Not publicly documented |
| Model switching | Partial | Model-dependent | Model-limited | Not publicly documented |
| Multi-model orchestration | Partial | Model-dependent | Model-limited | Not publicly documented |
| Prompt augmentation layer | Partial | Model-dependent | Model-limited | Not publicly documented |
| Agent loop execution | Partial | Model-dependent | Model-limited | Not publicly documented |
| Local model support | Partial | Model-dependent | Model-limited | Not publicly documented |
| Offline capability | Partial | Model-dependent | Model-limited | Not publicly documented |
| Enterprise policy control | Partial | Model-dependent | Model-limited | Not publicly documented |
Comparisons
Browse related tools in the AI directory, task pages, and compare views. Prefer evidence from official docs over third-party roundups.
Last updated
2026-09-11