intermediate_response_options + intermediate_listable #551
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…r streaming responses
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PR Description (Dev r1 #551)
Overview
This PR merges the
dev-r1branch intomain, providing new iterative ReAct flow features, improved intermediate response logic, and additionalreasoning_effortparameterization. The largest change set is in theReAct.pyflow, offering a more flexible iterative pipeline with partial intermediate outputs. It also expands the system’s ability to handle streaming or partial sequences of ReAct calls.Key Changes
Refined
ReActFlowReActStreamfunction that yields partial analysis objects step-by-step.ReAct:reasoning_effort="low"|"medium"|"high"influences how thoroughly the model reasons.intermediate_response_options+intermediate_listablelet you define multiple partial outputs.display_as="json"|"yaml"toggles final display formatting.Branch-level Orchestration
Branch.ReActcalls the updated underlyingReActStreamfor a multi-round approach.Branch.ReActStreamyields partial analysis ifverbose=True, printing results as the chain unfolds.format_curlytodisplay_asdisplay_asparam, making it more consistent across functions.Version Bump to
0.9.10.9.0to0.9.1inpyproject.tomlandlionagi/version.py.Notebook & Example Updates
notebooks/react.ipynbincludes demonstration for the newly introduced streaming usage and partial iteration.Files Changed
lionagi/operations/ReAct/ReAct.py:+650lines) introducing multi-round streaming logic, partial intermediate responses, and a new parameter set for advanced control.lionagi/session/branch.py:ReActStreammethod referencing the new ReAct approach.reasoning_effort,intermediate_response_options).Various:
format_curlynow replaced withdisplay_as="yaml"or"json".lionagi/version.pyandpyproject.tomlto0.9.1.Testing & Validation
notebooks/react.ipynb) updated to demonstrate the new streaming approach.We appreciate any feedback to further refine partial iteration flows for ReAct. Please review changes for any integration conflicts or synergy with your existing code. We look forward to your comments!