shenchengtsi/CortiLoop

Bioinspired Agent Memory Engine — 7-layer brain-modeled memory lifecycle for AI agents. Just pass your LLM: CortiLoop(llm=agent.llm). Built-in embedding (bge-m3) + reranking (cross-encoder). 92% on LongMemEval.

24
/ 100
Experimental
No Package No Dependents
Maintenance 13 / 25
Adoption 2 / 25
Maturity 9 / 25
Community 0 / 25

How are scores calculated?

Stars

2

Forks

—

Language

Python

License

MIT

Last pushed

Apr 09, 2026

Commits (30d)

0

GitHub

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/shenchengtsi/CortiLoop"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

mistralai/client-python

Python client library for Mistral AI platform

88

campfirein/byterover-cli

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)

88

openai/openai-python

The official Python library for the OpenAI API

86

pydantic/pydantic

Data validation using Python type hints

83

milla-jovovich/mempalace

The highest-scoring AI memory system ever benchmarked. And it's free.

82

Explore LLM Tools

All categories Trending LLM Tool directory Insights