head to head · open source
cognee vs taipy
cognee has 33,012 GitHub stars, 3,448 forks, 495 open issues and last shipped yesterday. taipy has 19,453 stars, 1,999 forks, 225 open issues and last shipped 3 months ago. cognee leads on adoption by 70% (33,012 vs 19,453 stars). cognee is written in Python under Apache-2.0; taipy is written in Python under Apache-2.0. cognee has attracted 10% as many forks as stars, taipy 10%. cognee was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| cognee | taipy | |
|---|---|---|
| GitHub stars | ★ 33K | ★ 19K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2026-08-10 |
| Forks | ⑂ 3.4K | ⑂ 2.0K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick cognee if
- You weight community size — 33K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick taipy if
- You want the taipy 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 taipy fits your workflow better
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 →
About taipy
Build Python Data & AI web applications From simple pilots to production ready web applications in no time. No more compromises on performance, customization, and scalability. Go beyond existing libraries Table of Contents Taipy? What for? Taipy and its ecosystem Quickstart Documentation and resources Contributing Code of Conduct License ⭐ What for? Taipy is designed for data scientists and machine learning engineers to create data & AI driven web applications. ⭐️ Enables building production ready web applications. ⭐️ No need to learn new languages; only Python is needed. ⭐️ Focus on data and AI algorithms…
read the full taipy overview →
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Frequently asked questions
Is cognee or taipy more popular?
cognee has 33,012 GitHub stars and taipy has 19,453. cognee has the larger community by that measure.
Are cognee and taipy free?
Both are open source. cognee is licensed under Apache-2.0 and taipy under Apache-2.0. Neither carries a licence fee.
What is the difference between cognee and taipy?
cognee is written in Python and taipy 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, cognee or taipy?
Choose cognee if you want the larger community (33,012 stars) or its Apache-2.0 licence terms. Choose taipy if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.