Migrate to litellm for model compatability#24

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trevormells wants to merge 8 commits intoPickle-Pixel:mainfrom

trevormells:mmigrate_to_litellm

Commits on Feb 27, 2026

Introduce LiteLLM dependency and initial Gemini configuration
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Centralize provider resolution and refactor llm.py into a thin adapter
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Stabilize CLI and LiteLLM runtime behavior with tests and tooling updates
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Migrate to Responses API and standardize auth/model handling
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Remove provider side effects and tighten runtime verification defaults
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Simplify model selection and remove legacy input-shape compatibility paths
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Cleanup gitignore and pyproject.toml
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increase tokens for tailor graph. Improve logging
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