This is interesting as there is definitely a middle ground for agent memory. On the openclaw side you have a single MEMORY.md file on the other you have RAG and GraphRAG.
I wonder if Agent memory should be more nuanced? When an agent learns something how should it promote or degrade these memory blocks - you don’t want a trading agent memorising a bad trading pattern, for example.
Also the agent might want to recall semantically similar memories, but it might also want to retrieve block relationships or groups of blocks for different purposes.
We’ve been exploring all these concepts with “elfmem” (sELF improving MEMory): https://github.com/emson/elfmem
Would love your feedback!
Thanks so much for the comment! Yes, I initially had LiteLLM gateway and backed it out after the security issues.
Memory is becoming a crucial part of agents and there isn't a one size fits all solution - unfortunately. I found I wanted to replicate things like SOUL.md but in a way that could "evolve", so this project has "frames" which is just a collection of tagged / filtered memory blocks which can be used to identify specific concepts.
It also allows the agent to use "outcomes" to calibrate it's own memory blocks, which is really powerful.
Anyway I think "cognitive loops" are going to become more relevant, and will be an art. Thanks again... let me know how you get on!!
Good question. I've had some success with Qwen2.5-Coder 14B, I did use the quantised version: huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct-GGUF:latest
It worked well on my MacBook Pro M1 32Gb. It does get a bit hot on a laptop though.
This is really useful I often find I want to spin through different designs and I was wanting something like this for my own projects.
Have you thought about being able to go back to previous designs?
Would also like to Shadcn components in the mockup too.
Really cool. Thanks!
I felt I needed to add some kind of license, I also wanted to get attribution back to this website for traffic purposes.
Dare I admit that I just asked ChatGPT what to use... I then got it to create a Python script to apply the license to the SVG image itself and add the website details.
Its been a fascinating experience
It's been fascinating experiment. The stuff you can now do, its like having scaffolding to help you.
You can create all the tools you need yourself and can host it for virtually nothing. I just upgraded Cloudflare to the $5 plan (btw I have 18 sites hosted atm and that price includes up to 100). I also paid for Fathom analytics $15pm and Cursor, ChatGPT, Midjourney (although cancelled now) and VectorMagic (also cancelled). So you could spend just the domain name and the AI tools, making it about $20. Totally bonkers
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