CodeAct & Mem0 / Letta

[qdrddr]

Consider implementing new state of the art reasoning & memory:

CodeAct architecture implementation of architecture used by Manus.
It implements using Python instead of JSON function-calling, which enables solving more complex tasks in less steps.

https://github.com/langchain-ai/langgraph-codeact

Mem0 - Stores long-time memory in triplets for retrival.
Letta (previously MemGPT) - is an alternative memory framework and is providing a long-term memory.