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…reasoning - Document how LiteLLM maps to OpenAI Responses API (ids, params, MCP) - Add stateless/stateful examples incl. encrypted reasoning - Validate against openai-python types Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: openhands <openhands@all-hands.dev>
… schema Co-authored-by: openhands <openhands@all-hands.dev>
…ffort value) Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: openhands <openhands@all-hands.dev>
…ray) Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: openhands <openhands@all-hands.dev>
…stall This ensures uv uses the project .venv instead of any outer env during make build. Co-authored-by: openhands <openhands@all-hands.dev>
…ng per OpenAI types; clarify doc note Co-authored-by: openhands <openhands@all-hands.dev>
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…ning back; add two-tool example with reasoning and follow-up\n\n- Add stateless/stateful reasoning follow-up inputs (plain + encrypted)\n- Add two-tool call request and follow-up with both tool outputs and a reasoning item\n- Update docs to link new examples\n\nCo-authored-by: openhands <openhands@all-hands.dev>
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This PR adds documentation and concrete JSON examples for the OpenAI Responses API when used natively via LiteLLM (e.g., gpt-5).
What’s included
Notable correctness details
Follow-ups
Co-authored-by: openhands openhands@all-hands.dev
@enyst can click here to continue refining the PR