head to head · open source
cognee vs taipy
cognee has 30,780 GitHub stars, 3,050 forks, 495 open issues and last shipped yesterday. taipy has 19,436 stars, 1,993 forks, 225 open issues and last shipped 1 months ago. cognee leads on adoption by 58% (30,780 vs 19,436 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 | ★ 31K | ★ 19K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-09-17 | 2026-08-10 |
| Forks | ⑂ 3.0K | ⑂ 2.0K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick cognee if
- You weight community size — 31K 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 is an open source AI memory platform for agents, released under the Apache 2.0 license and written in Python. It ingests data in any format and builds a self hosted knowledge graph that agents query to recall, connect, and act with full context across sessions. The project lives in the Python ecosystem, installs through standard package managers, and sits in the AI and machine learning infrastructure category alongside graph databases and context engineering tooling. A companion research paper, "Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning" by Markovic et al., 2025, docu…
read the full cognee overview →
About taipy
Taipy is an open source Python library and ecosystem for building data and AI driven web applications. It is designed for data scientists and machine learning engineers who want to turn data and AI algorithms into production ready web applications, and it lives in the Python ecosystem under the Apache 2.0 license. The project is maintained by Avaiga Private Limited and has been developed over roughly five years, with the repository showing 19,435 stars, 1,993 forks, and 225 open issues at the time of writing.
read the full taipy overview →
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Frequently asked questions
Is cognee or taipy more popular?
cognee has 30,780 GitHub stars and taipy has 19,436. 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 (30,780 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.