Articles for tag: Authentication, data queries, Databricks documentation, Genie framework, Mosaic AI, multi-agent system, natural language processing

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Use Genie in Multi-Agent Systems for Enhanced Collaboration and Efficiency in AI Applications

This article explains how to build a multi-agent system using the Mosaic AI Agent Framework with Genie spaces. A multi-agent system allows several AI agents to collaborate, each offering unique skills. Genie, as one such agent, helps users interact with structured data through natural language, enabling complex queries across multiple tables. Unlike traditional SQL tools ...

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Build a Multi-Agent System on AWS Using LangGraph and Mistral for Enhanced AI Performance

Agents are transforming generative AI, connecting large language models with real-life applications. These intelligent systems enable advanced human-AI collaboration, capable of tackling complex tasks across industries. The Multi-Agent City Information System exemplifies this innovation, showcasing how agents can manage intricate workflows to provide up-to-date information about events, weather, and dining options in various cities. By ...

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Google AI Unveils PlanGEN: Revolutionizing Planning and Reasoning in LLMs with Advanced Multi-Agent Framework and Adaptive Algorithms

Google AI has launched PlanGEN, an innovative multi-agent system designed to enhance planning and reasoning capabilities in large language models. Traditional methods can struggle with complex tasks, often relying on rigid templates. PlanGEN addresses this by using three specialized agents: one focuses on extracting relevant problem details, another verifies the quality of proposed plans, and ...

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Revolutionize Research: Meet AI Co-Scientist, a Gemini 2.0 System Enhancing Scientific Discovery with Multi-Agent Collaboration

Biomedical researchers are facing challenges due to the growing complexity of their field, which requires both deep expertise and knowledge from different disciplines. Successful advancements often emerge when these boundaries are crossed, such as with CRISPR technology. To aid this process, an AI co-scientist system has been developed to enhance scientific discovery. This multi-agent system ...

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