Is this compatible with things like AI Scientist?

[BradKML]

It's kind of a discussion more than an issue, but it is possible that other tools can be mixed with Open Evolve, including automated research, knowledge management, and library/dependency debugging. https://github.com/SakanaAI/AI-Scientist-v2

[codelion]

Yes, to integrate with extra tooling and plugins is easy. The simplest thing would be to just use optillm - https://github.com/codelion/optillm it already has several SOTA techniques and plugins like memory, privacy, code execution etc. just run optillm and replace the base url for the LLM to use the proxy and it would work.

[BradKML]

@codelion but AI scientist is NOT an LLM provider/framework, but a research development framework! Similarly, OpenHands is a software development framework, and Perplexica is a "deep research" framework. How could all these tools be linked together?

[codelion]

They can all be called from the same inference so if you want to replace say the LLM call with a full OpenHands agent run you can do that and let OpenHands return the output. Same goes for deep search, deep research etc. in fact several of these are already implemented as plugins in optillm - https://github.com/codelion/optillm/tree/main/optillm/plugins where the LLM can call them as needed based on the query.