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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

AI Agents is a software-as-a-service (SaaS) solution powered by large language models (LLMs) designed to streamline workflows for small and medium-sized enterprises (SMEs) while prioritizing data sovereignty. Key features include: 1. Data-Sovereign Agents: These are specifically fine-tuned using retrieval-augmented generation (RAG) techniques on open-source LLMs to enhance optimization for particular business processes. 2. No AI Hallucinations: This feature ensures reliability with citations from sources, pages, and sections for database-enforced tokens. 3. Multimodal Support: The platform accommodates various file types, including PDF, Excel, Word, TXT, and image formats like PNG and JPEG. 4. Integration with CRM/ERP Systems: It includes comprehensive API documentation and is compliant with MCP, providing R&D integration and support. 5. Regularly Updatable LLMs: The system continuously implements new versions, such as Qwen 70B and Gemma 27B, to ensure the latest advancements. Currently, our suite of AI Agents encompasses: - Knowledge Assistant: A tool for managing client relationships and searching through HR and company regulations. - Contract Finalizer: A feature that assists in finalizing legal documents exchanged with clients and partners. - Report Generator: This tool instantly creates monthly or annual reports related to sales, marketing, and budgeting. - Market Researcher: It specializes in investigating and analyzing competitors, product offerings, and pricing strategies within the enterprise landscape. - Meeting Notetaker: This application utilizes LLM AI to generate notes from audio recordings of meetings, ensuring that essential details are captured accurately. With these capabilities, AI Agents aims to enhance productivity and decisi