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feat(gepa): add tool description optimization for multi-agent systems #8928

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6412a5d
feat(gepa): add tool description optimization for multi-agent systems
Ju-usc Oct 10, 2025
cf0be4f
style: fix ruff formatting (trailing whitespace)
Ju-usc Oct 10, 2025
aa53fe2
style: apply ruff formatting fixes
Ju-usc Oct 10, 2025
045c6cf
feat(gepa): implement tool-specific proposer for tool descriptions
Ju-usc Oct 10, 2025
c4f2041
docs(gepa): clean up multi-agent example code
Ju-usc Oct 10, 2025
260ca80
refactor(gepa): simplify tool reflective dataset with ReAct context r…
Ju-usc Oct 11, 2025
04f7e3d
fix(gepa): unify custom proposer routing for tools
Ju-usc Oct 12, 2025
f92e184
docs(gepa): clarify tool reflection prompt
Ju-usc Oct 12, 2025
7178869
test: streamline GEPA tool optimization tests
Ju-usc Oct 12, 2025
e34703b
fix(gepa): streamline tool proposer formatting
Ju-usc Oct 12, 2025
3f05311
test(gepa): drop legacy dummy tool fixture
Ju-usc Oct 12, 2025
4df9ce5
docs(gepa): add tool-specific reflection prompt and metric example
Ju-usc Oct 12, 2025
4296ccf
docs(gepa): fix implementation details with accurate code flow
Ju-usc Oct 13, 2025
ea1204a
docs(gepa): remove backward compatibility note
Ju-usc Oct 13, 2025
48d5cd6
docs(gepa): improve usage examples with optimization visualization
Ju-usc Oct 13, 2025
548d9b6
docs(gepa): add design rationale comments for tool context sharing
Ju-usc Oct 13, 2025
e61d0a1
docs(gepa): add tool optimization links to overview and parameter docs
Ju-usc Oct 13, 2025
5c95412
docs(gepa): refine tool optimization scenarios and remove implementat…
Ju-usc Oct 13, 2025
19d7717
docs(gepa): clarify future work section in code comments
Ju-usc Oct 13, 2025
9ce5fe4
refactor(gepa): unify ReAct optimization as single module
Ju-usc Oct 24, 2025
91331d0
test(gepa): add end-to-end ReAct module optimization test
Ju-usc Oct 24, 2025
3418b59
fix(gepa): enable arg description optimization for ReAct tools
Ju-usc Oct 24, 2025
b26d39a
chore: remove legacy test_gepa_tool_optimization.py
Ju-usc Oct 24, 2025
2791b5c
fix: restore accidentally removed score mismatch warning
Ju-usc Oct 24, 2025
8e63c62
test: update fixture after arg description optimization fix
Ju-usc Oct 25, 2025
7a9d2f3
fix(test): use JSON-based hashing for cross-version fixture stability
Ju-usc Oct 25, 2025
cd0de57
refactor(gepa): rename optimize_tool_descriptions to optimize_react_c…
Ju-usc Oct 26, 2025
67bb739
docs(gepa): improve 'What is optimize_react_components?' section
Ju-usc Oct 26, 2025
b3026a7
docs(gepa): replace outdated tool-specific prompt with actual ReAct o…
Ju-usc Oct 26, 2025
4e107aa
docs(gepa): simplify 'How It Works' section with accurate routing beh…
Ju-usc Oct 26, 2025
78547e7
docs(gepa): remove outdated Implementation Details section
Ju-usc Oct 26, 2025
7fa829b
docs(gepa): replace theoretical scenarios with real user pain points
Ju-usc Oct 26, 2025
da0e7bc
docs(gepa): fix usage examples reference to match updated scenarios
Ju-usc Oct 26, 2025
e51158d
docs(gepa): update inspect section to show all 4 ReAct components wit…
Ju-usc Oct 26, 2025
776ab9b
docs(gepa): rewrite Section 8 with accurate custom proposer behavior …
Ju-usc Oct 26, 2025
ec6bb7b
fix(gepa): fix top-level ReAct module lookup and remove tool name san…
Ju-usc Oct 27, 2025
b6cc67b
refactor(gepa): unify ReAct module key handling and use constant
Ju-usc Oct 28, 2025
1206f38
test(gepa): add ReAct module detection tests for nested structures
Ju-usc Oct 28, 2025
333cbbf
test(gepa): add comprehensive ReAct detection and reconstruction tests
Ju-usc Oct 28, 2025
a50552a
test(gepa): add reflective dataset tests for multi-agent trajectory v…
Ju-usc Oct 28, 2025
965b157
test(gepa): verify tool arg descriptions propagate to args schema
Ju-usc Oct 29, 2025
5ddc6d3
fix(gepa): propagate arg_desc updates to tool.args for prompt rendering
Ju-usc Oct 29, 2025
2269de5
test(gepa): remove fixture-based test and unused dependencies
Ju-usc Oct 29, 2025
17456f0
test(gepa): remove unused fixture file
Ju-usc Oct 29, 2025
c884c18
style: fix ruff linting issues (import formatting, whitespace, bare e…
Ju-usc Oct 31, 2025
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