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wooders

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1 points·by wooders·قبل 16 يومًا·0 comments

Continual Learning in Token Space

letta.com
3 points·by wooders·قبل 7 أشهر·0 comments

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1 points·by wooders·قبل 7 أشهر·0 comments

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1 points·by wooders·قبل 9 أشهر·0 comments

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wooders
·الشهر الماضي·discuss
Letta Code - It’s a much more coworker-like experience because it can learn, but also performs very well for coding, and the harness can be extended like pi

(disclaimer: I work on Letta Code)
wooders
·قبل 7 أشهر·discuss
I think the problem with ChatGPT / other RAG-based memory solutions is that it's not possible to collaborate with the agent on what it's memory should look like - so it makes sense that its much easier to just have a stateless system and message queue, to avoid mysterious pollution. But Letta's memory management is primarily text/files based so very transparent and controllable.

An example of how this kind of memory can help is learned skills https://www.letta.com/blog/skill-learning - if your agent takes the time to reflect/learn from experience and create a skill, that skills is much more effective at making it better next time than just putting the raw trajectory into context.