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Agentic Optimizer #52

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@allenanie allenanie commented Oct 13, 2025 •
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The Agentic Optimizer takes a dependency on features/multimodal_opt (because it uses types and models from compose).

Agent Optimizer has to leverage a few more advanced features from flows.compose in order to make the code simple:

  • Advanced structured input -> output parsing (this is needed to support tool use)
  • Specify APIs

allenanie added 18 commits October 3, 2025 15:40
@allenanie
initial changes
8961b02
@allenanie
make context optional
949d8ff
@allenanie
finish adding image support to optoprime_v2
e36dd7c
@allenanie
Finish updating OPRO to accept additional context
7dcb880
@allenanie
add context prompt into pickle save/load. Modify `test_priority_searc…
8a31e8b 
…h`'s mock test to expect different kind of input
@allenanie
merge experimental branch updates
f8a0958
@allenanie
comment out the small-LLM test
c271d9c
@allenanie
Merge branch 'experimental' of https://github.com/AgentOpt/OpenTrace …
709a08a 
…into features/multimodal_opt
@allenanie
add multi-modal support for the LLM model as well
148d4bc
@allenanie
update the image-context prompt on optimizer. Make LLM module better.
b340d91
@allenanie
fix a bug on QueryModel not handling Node as input
acae873
@allenanie
initial commit
2c27415
@allenanie
Merge branch 'features/multimodal_opt' of https://github.com/AgentOpt…
99b853b 
…/OpenTrace into features/agentic_opt
@allenanie
conflict resolve with experimental
bf0f916
@allenanie
add structured input/output for LLM but in a more Trace-like way (usi…
961e43f 
…ng functions and decorators)
@allenanie
modify decorator so that the LLM can be passed in. Not finished -- ma…
bcd7fc4 
…ke input output traced nodes
@allenanie
re-organize the module
9c3722e
@allenanie
updates
89368b6
@allenanie allenanie force-pushed the features/agentic_opt branch from e438181 to 89368b6 Compare December 27, 2025 15:27
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@allenanie