openai-responses

Stateful conversations with the OpenAI Responses API are managed through automatic state handling, which preserves conversation history and context across multiple turns without requiring manual tracking of previous messages.

Migrating from Chat Completions to the OpenAI Responses API is streamlined by leveraging built-in functionalities and automatic state handling, which prevents common errors and replaces manual conversation tracking with server-side management.

Built-in server-side tools for agentic AI in the Responses API include Code Interpreter, File Search, Web Search, and Image Generation, enabling direct access to internal knowledge bases and real-time data during multi-turn dialogues.

Yes, the OpenAI Responses API preserves reasoning across multi-turn dialogues by maintaining conversation state and context on the server, ensuring better accuracy for complex tasks like customer support chatbots.

The best way to orchestrate tools for agentic AI using OpenAI is through the Responses API, which provides integrated server-side tools and automatic state handling to manage multi-turn dialogue and tool execution seamlessly.

Chat Completions conversations lose context because they lack automatic state handling, a limitation addressed by migrating to the OpenAI Responses API which preserves reasoning and manages conversation history server-side.