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cbff3b53d3
Reverts Significant-Gravitas/AutoGPT#12099
<!-- CURSOR_SUMMARY -->
---
> [!NOTE]
> **Medium Risk**
> Reverts the OpenAI integration in `llm_call` from the Responses API
back to `chat.completions`, which can change tool-calling, JSON-mode
behavior, and token accounting across core AI blocks. The change is
localized but touches the primary LLM execution path and associated
tests/docs.
>
> **Overview**
> Reverts the OpenAI path in `backend/blocks/llm.py` from the Responses
API back to `chat.completions`, including updating JSON-mode
(`response_format`), tool handling, and usage extraction to match the
Chat Completions response shape.
>
> Removes the now-unused `backend/util/openai_responses.py` helpers and
their unit tests, updates LLM tests to mock `chat.completions.create`,
and adds `gpt-3.5-turbo` to the supported model list, cost config, and
LLM docs.
>
> <sup>Written by [Cursor
Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit
7d6226d10e. This will update automatically
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[here](https://cursor.com/dashboard?tab=bugbot).</sup>
<!-- /CURSOR_SUMMARY -->