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Description

The Gemini Deep Research Agent provides an intelligent, automated research workflow that behaves like an “analyst-in-a-box,” capable of planning, searching, reading, and synthesizing information across the public web and proprietary data sources. Using Gemini 3 Pro at its core, it navigates multi-step reasoning tasks and produces long-form, citation-backed reports that traditional LLM calls cannot match. Developers use asynchronous background execution to support research cycles that run for several minutes, with automatic polling and reconnect logic for reliability. Streaming mode offers real-time transparency, surfacing thought summaries and partial findings throughout the process. The agent is steerable through formatting instructions, allowing teams to generate technical reports, competitive analyses, or structured documents with precision. It also supports follow-up questions tied to prior interactions, enabling iterative refinement and deeper exploration. Designed with safety controls, it protects against harmful web content, prompt injection risks, and unintended data exposure. This makes it ideal for organizations seeking to automate sophisticated research workflows while maintaining operational control and trustworthiness.

Description

Suna is an entirely open-source AI assistant that is crafted to independently undertake intricate real-world tasks through natural language dialogue. As a versatile AI agent, Suna is capable of executing competitor analyses, generating SEO reports, customizing travel itineraries, automating the search for event speakers, summarizing research papers, and much more. Its functionality encompasses browser automation, file management, web scraping, command-line operations, and API integration, enabling it to traverse the internet, glean information, and resolve complicated issues through straightforward conversations. With a focus on transparency and community-driven development, Suna boasts a completely auditable codebase licensed under Apache 2.0. Users have the option to self-host Suna or choose a managed cloud service, which provides various plans tailored to meet diverse needs, ranging from personal experimentation to requirements at the enterprise level. This flexibility ensures that Suna can adapt to different user environments and preferences effectively.