Open Source Projects for Building Agentic Applications

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Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
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Published on ● Video Link: https://www.youtube.com/watch?v=MpVgwBLrllw


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In this video, we explore some of the most influential open-source multi-agent systems in the LLM and data science ecosystem: AutoKaggle, DS-Agent, and AI Scientist. These frameworks are setting new standards in how we automate complex workflows like data analysis, modeling, experimentation, and even scientific research. We break down the core architecture behind each system; from AutoKaggle’s robust iterative dev-test loops to DS-Agent’s case-based reasoning and AI Scientist’s end-to-end research automation.

#AutoKaggle #DSAgent #AIScientist #OpenSourceAI #LLMAgents #DataScienceAutomation #AutoML #MultiAgentSystems #GPT4o #LangChain #AIResearch #AutonomousAgents #AIFrameworks #AgenticWorkflows #LLMops #OpenSourceProjects #MachineLearning #AIInnovation #GenerativeAI #AIProductivity



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