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Gemini Deep Research Agent for autonomous multi-step research tasks.

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Mastering Google's Interactions API: A Unified Gateway to Gemini Models and Deep Research Agent

· 12 min read
Raphaël MANSUY
Elitizon Ltd

The AI development landscape is shifting from stateless request-response patterns to stateful, multi-turn agentic workflows. Google's new Interactions API provides a unified interface designed specifically for this new era—offering a single gateway to both raw Gemini models and the fully managed Deep Research Agent.

In one sentence: The Interactions API is a unified endpoint for interacting with Gemini models and agents, featuring server-side state management, background execution for long-running tasks, and native support for the Deep Research Agent.