Add provider capability matrix for streaming, vision, tool calling, and other feature support#2411
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manishmandia133 wants to merge 3 commits into
Open
Add provider capability matrix for streaming, vision, tool calling, and other feature support#2411manishmandia133 wants to merge 3 commits into
manishmandia133 wants to merge 3 commits into
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Description
Instructor supports 20+ providers, but there's no single place to check which ones support streaming, vision, tool calling, JSON mode, async, audio, etc. Developers currently find out the hard way, at runtime.
Adds
capability_matrix.py—ProviderCapabilitiesdataclass covering 10 capability fields across 21 providers, plusget_provider_capabilities(),providers_supporting(), andprint_capability_matrix()helpersdocs/integrations/capability-matrix.md— quick-reference table, per-provider profiles, known incompatibilities, and a provider selection guideinstructor.v2.coreand mkdocs navBug fix
notesfield was a mutablelistinside afrozen=Truedataclass (made instances unhashable/mutable). Changed totuple[str, ...].Testing
334 tests added covering data integrity, cross-referencing with
provider_specs.py, helper correctness, and known runtime incompatibilities (Anthropic/MD_JSON, Perplexity/tool calling, Bedrock/parallel tools, etc.). All passing.Files changed
instructor/v2/core/capability_matrix.py(new)instructor/v2/core/__init__.pydocs/integrations/capability-matrix.md(new)docs/integrations/index.mdmkdocs.ymltests/v2/test_capability_matrix.py(new)