Comparison
cognee vs Keras-TextClassification
Verdict
Pick cognee when license: cognee is Apache-2.0, Keras-TextClassification is MIT; pick Keras-TextClassification when license: Keras-TextClassification is MIT, cognee is Apache-2.0.
Markdown twin · cognee alternatives · Keras-TextClassification alternatives
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Trust & integrity
| Signal | cognee | Keras-TextClassification |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (753d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- cognee
- Cognee is the open-source AI memory platform for agents.
- Keras-TextClassification
- 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RC
Stars
- cognee
- 28k
- Keras-TextClassification
- 1.8k
Forks
- cognee
- 2.7k
- Keras-TextClassification
- 398
Open issues
- cognee
- 620
- Keras-TextClassification
- 4
Language
- cognee
- Python
- Keras-TextClassification
- Python
Adopt for
- cognee
- When evaluating Cognee, consider its self-hosted persistence capability and the extensive support it offers through multiple programming languages (Python, Rust, TypeScript). It uses vector databases to provide efficient
- Keras-TextClassification
- -
Persona
- cognee
- -
- Keras-TextClassification
- -
Runtime
- cognee
- -
- Keras-TextClassification
- -
License
- cognee
- Apache-2.0
- Keras-TextClassification
- MIT
Last pushed
- cognee
- Jul 11, 2026
- Keras-TextClassification
- Jun 17, 2024
Categories
- cognee
- AI Agents, Vector Databases
- Keras-TextClassification
- Vector Databases, Model Training
Trust and health
Maintenance
- cognee
- Very active (96%)
- Keras-TextClassification
- Dormant (18%)
Days since push
- cognee
- 0d
- Keras-TextClassification
- 753d
Open issues (now)
- cognee
- 620
- Keras-TextClassification
- 4
Owner type
- cognee
- Organization
- Keras-TextClassification
- User
Full report
- cognee
- Trust report
- Keras-TextClassification
- Trust report
Choose cognee if…
- License: cognee is Apache-2.0, Keras-TextClassification is MIT.
- Tags unique to cognee: vector-database, python, docker, rust.
- Also covers AI Agents.
- cognee ships Docker support for self-hosted deployment.
- - You are developing AI agents that require persistent long-term memory across different sessions.
When NOT to use cognee
- - Your project does not require persistent memory storage, or your agents operate fully within short-lived sessions without the need for past context.
- - You are aiming for minimal setup overhead and prefer a cloud-based solution that requires less maintenance on your infrastructure side.
Choose Keras-TextClassification if…
- License: Keras-TextClassification is MIT, cognee is Apache-2.0.
- Tags unique to Keras-TextClassification: bert, embeddings, albert, charcnn.
- Also covers Model Training.
When NOT to use Keras-TextClassification
- Last GitHub push was 754 days ago (dormant maintenance, Jun 17, 2024). Validate activity before betting a new project on Keras-TextClassification.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (topoteretes/cognee) · observed Jul 11, 2026
- GitHub forks (topoteretes/cognee) · observed Jul 11, 2026
- Last push (topoteretes/cognee) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (yongzhuo/Keras-TextClassification) · observed Jul 11, 2026
- GitHub forks (yongzhuo/Keras-TextClassification) · observed Jul 11, 2026
- Last push (yongzhuo/Keras-TextClassification) · observed Jun 17, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: cognee 28k · Keras-TextClassification 1.8k (synced Jul 11, 2026).
Common questions
- What is the difference between cognee and Keras-TextClassification?
- cognee: Cognee is the open-source AI memory platform for agents.. Keras-TextClassification: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RC. See the comparison table for live GitHub stats and shared categories.
- When should I choose cognee over Keras-TextClassification?
- Choose cognee over Keras-TextClassification when License: cognee is Apache-2.0, Keras-TextClassification is MIT; Tags unique to cognee: vector-database, python, docker, rust; Also covers AI Agents; cognee ships Docker support for self-hosted deployment; - You are developing AI agents that require persistent long-term memory across different sessions.
- When should I choose Keras-TextClassification over cognee?
- Choose Keras-TextClassification over cognee when License: Keras-TextClassification is MIT, cognee is Apache-2.0; Tags unique to Keras-TextClassification: bert, embeddings, albert, charcnn; Also covers Model Training.
- When should I avoid cognee?
- - Your project does not require persistent memory storage, or your agents operate fully within short-lived sessions without the need for past context. - You are aiming for minimal setup overhead and prefer a cloud-based solution that requires less maintenance on your infrastructure side.
- When should I avoid Keras-TextClassification?
- Last GitHub push was 754 days ago (dormant maintenance, Jun 17, 2024). Validate activity before betting a new project on Keras-TextClassification. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is cognee or Keras-TextClassification more popular on GitHub?
- cognee has more GitHub stars (27,564 vs 1,811). Stars measure visibility, not whether either tool fits your constraints.
- Are cognee and Keras-TextClassification open source?
- Yes - both are open-source projects on GitHub (cognee: Apache-2.0, Keras-TextClassification: MIT).
- Where can I find alternatives to cognee or Keras-TextClassification?
- GraphCanon lists graph-backed alternatives at cognee alternatives and Keras-TextClassification alternatives (cognee markdown twin, Keras-TextClassification markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, cognee or Keras-TextClassification?
- cognee: Very active. Keras-TextClassification: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for cognee and Keras-TextClassification?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cognee trust report; Keras-TextClassification trust report.