alibaizhanov / mengram
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Why this job: says: memory for ai; topics: agent-memory, ai-memory, llm-memory
What it does
Native multilingual: ask in Russian, Chinese, Spanish, Japanese — Mengram retrieves and answers across 23 languages (Cohere multilingual embeddings + rerank).
Get started
pip install mengram-ai- Maintenance
- Active
- Last commit 14 days ago
- Stars
- 207
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v2.49.0
- Released 14 days ago
- Built with
- Python
- 77% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 57% closed
- 16 still open
- Pull requests
- 70 merged
- 9 waiting
- Releases
- 11
- 11 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 77%
- HTML 17%
- JavaScript 2%
- TypeScript 2%
Topics
- agent-memory
- ai-agents
- ai-memory
- claude-desktop
- cognitive-architecture
- cohere
- cursor-ai
- episodic-memory
- knowledge-graph
- letta-alternative
- llm-memory
- mcp-server
Project record
- JobAgent memory
- StatusListed
- Commits755
- Forks34
- Watching4
- Stars in 28 days+4
- CreatedFeb 10, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026