head to head · open source
LocalAI vs cognee
LocalAI has 50,140 GitHub stars, 4,569 forks, 201 open issues and last shipped yesterday. cognee has 33,012 stars, 3,448 forks, 495 open issues and last shipped yesterday. LocalAI leads on adoption by 52% (50,140 vs 33,012 stars). LocalAI is written in Go under MIT; cognee is written in Python under Apache-2.0. LocalAI has attracted 9% as many forks as stars, cognee 10%. LocalAI was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| LocalAI | cognee | |
|---|---|---|
| GitHub stars | ★ 50K | ★ 33K |
| License | MIT | Apache-2.0 |
| Written in | Go | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 4.6K | ⑂ 3.4K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick LocalAI if
- You weight community size — 50K stars and counting
- You want the MIT license terms
- Your stack matches Go
- You value the larger contributor base for long-term maintenance
pick cognee if
- You want the cognee feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and cognee fits your workflow better
About LocalAI
Deutsch Español français 日本語 한국어 Português Русский 中文 LocalAI is the open source AI engine. Run any model LLMs, vision, voice, image, video on any hardware. No GPU required. A small core, not a bundle. Each backend wraps a best in class engine (llama.cpp, vLLM, whisper.cpp, stable diffusion, MLX...) in its own image, pulled only when a model needs it. You install nothing you don't use. Composable by design : backends are separate and pulled on demand, so you install only what your model needs Open and extensible : load any model, or build your own backend in any language against an open interface Drop in API…
read the full LocalAI overview →
About cognee
Cognee The Open Source AI Memory Platform for Agents Demo . Docs . Learn More · Join Discord · Join r/AIMemory . Community Plugins & Add ons Cognee is the open source AI memory platform that gives AI agents persistent long term memory across sessions. Ingest data in any format, build a self hosted knowledge graph, and let every agent recall, connect, and act with full context 🌐 This README is also available in: Deutsch Español Français 日本語 한국어 Português Русский 中文 📄 Read the research paper: Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning — Markovic et al., 2025 When to use…
read the full cognee overview →
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Frequently asked questions
Is LocalAI or cognee more popular?
LocalAI has 50,140 GitHub stars and cognee has 33,012. LocalAI has the larger community by that measure.
Are LocalAI and cognee free?
Both are open source. LocalAI is licensed under MIT and cognee under Apache-2.0. Neither carries a licence fee.
What is the difference between LocalAI and cognee?
LocalAI is written in Go and cognee in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, LocalAI or cognee?
Choose LocalAI if you want the larger community (50,140 stars) or its MIT licence terms. Choose cognee if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.