Openai Responses Api Stateful. We encourage developers to exclusively use the tools field

We encourage developers to exclusively use the tools field to pass tools, rather than manually injecting tool descriptions into your prompt and writing a separate parser for tool calls, as some have Jul 31, 2025 · OpenAI’s new Response API introduces true statefulness to language models unlocking a new era of context-aware, intelligent automation. pdf), Text File (. Our latest image generation model, gpt-image-1, is a natively multimodal large language model. stateful, streaming support) and maps them to their implementation classes in the codebase. I want to talk about OpenAI's New Tools for Building Intelligent Agents Openai Agents SDK, Responses API OpenAI has introduced a suite of new tools aimed at empowering developers and enterprises to build more sophisticated and reliable AI agents. responses API Learn how to deploy and manage containerized AI agents with zero infrastructure setup by using the feature of hosted agents in Microsoft Foundry. The Responses API also adds support for the new computer-use-preview model which powers the Computer use capability. Both Azure OpenAI's use your data feature and Bing Chat use Azure OpenAI models combined with Retrieval Augmented Generation to help further ground model responses. This enables fast, deterministic, and cost-free testing of code that depends on the OpenAI Python SDK. In this notebook, we show how OpenAI’s open-weight reasoning model OpenAI gpt-oss-20b can be fine-tuned to reason effectively in multiple languages.

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