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Introduce abstract "task type" for LLM agents instead of specifying
temperature explicitly for each agent. This has 2 advantages:
- we don't hardcode it everywhere, and can change centrally
as our understanding of the right temperature evolves
- we can control other LLM parameters (topn/topk) using task type as well
Update #6576
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A bunch of NFC refactorings:
- split action verification into 2 phases (inputs/outputs)
- change how LLMTool is verified
- remove some unused fields/parameters
- improve error messages a bit
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LLMTool acts like a tool for the parent LLM, but is itself implemented as an LLM agent.
It can have own tools, different from the parent LLM agent.
It can do complex multi-step research, and provide a concise answer to the parent LLM
without polluting its context window.
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