H2O.ai Agents : Theory to Practice

What are AI agents, and how can they be used in real-world applications? In this introduction, Julian Garratt, Machine Learning Engineer at H2O.ai, explores agentic AI, h2oGPTe agents, and their practical use cases. Learn about AI agent components, cutting-edge benchmarks, and how to implement AI-powered workflows. 🔹 What you’ll learn: • What agentic AI is and how it differs from other AI approaches • The key capabilities of h2oGPTe agents • Real-world AI agent demos and implementation strategies

How do AI agents work? In this video, Julian Garratt breaks down the components of agentic AI, including tools, large language models (LLMs), and memory. Understand the spectrum of AI agency and where h2oGPTe fits in autonomous decision-making. 🔹 What you’ll learn: • The key components of AI agents (tools, LLMs, memory) • The difference between generative AI, RAG, and agentic AI • How AI agents range from no agency to full agency • How h2oGPTe enables fully autonomous AI workflows

Explore how intelligent agents in Enterprise h2oGPT revolutionize AI by going beyond basic automation. These dynamic agents adapt to complex queries, integrate with tools like APIs and AutoML, and streamline business operations. Learn how they unlock smarter solutions for your business. Watch the full video to dive deeper into LLM Agents with h2oGPT and visit www.h2o.ai for more details!

In this Video, Audrey Létévé guide you step-by-step on AI agents, from foundational concepts to practical applications and advanced integrations. You will get a solid understand the basics of AI agents, chains, and tools like retrieval-augmented generation and also learn how agents use reasoning, planning, and tool integration to tackle complex queries and deliver accurate outputs. Consequently, Audrey will be follow up with a Demo Segment where you will see real-world applications, including customizing agent settings, managing tools like H2O AutoML, generating reports, retrieving benchmark papers, and creating Python scripts for stock analysis. In addition, you will also learn how to integrate AI agents with H2O Driverless AI to build machine learning models. Learn to evaluate metrics like AUC-ROC and F1 scores, analyze insights, and implement actionable recommendations. Try h2oGPTe now : https://h2o.ai/platform/enterprise-h2ogpte/

Discover how h2oGPTe leverages AI agents to streamline AutoML workflows by combining generative and predictive AI. Learn how AI agents execute H2O Driverless AI models, analyze results, and enhance machine learning automation. 🔹 Key topics: • How h2oGPTe integrates generative & predictive AI • Automating model building with AI agents • Analyzing AutoML experiment results Learn more about Enterprise h2oGPTe : https://h2o.ai/platform/enterprise-h2ogpte/

h2oGPTe set a new record in GAIA, outperforming Google by 15%! Learn how this AI assistant excels in reasoning, tool use, and multimodal capabilities—bringing AI one step closer to human-level performance. 🔹 Key highlights: • What is GAIA, and why does it matter? • h2oGPTe’s record-breaking AI performance • Real-world AI agent applications across industries Learn more about Enterprise h2oGPTe : https://h2o.ai/platform/enterprise-h2ogpte/

See how h2oGPTe automates investment analysis with AI-driven workflows. From market intelligence to risk assessment and compliance checks, watch AI agents generate investment reports in real time. 🔹 In this video: • AI-powered financial analysis workflow • Automating compliance and risk assessment • Generating investment reports using AI agents Access the Freemium Environment of h2oGPTe : https://h2ogpte.genai.h2o.ai/

In this video, you will learn how h2oGPTe can assist in developing a National AI Skills Framework. Using an AI agent, we walk through a structured policy workflow—researching existing policies, assessing public impact, evaluating economic and social outcomes, and generating a final policy decision report. What you’ll learn: ✔️ How AI can assist in policy development ✔️ Key tools used in AI-driven policy analysis ✔️ Steps to configure and launch an AI policy agent Access the Freemium Environment of h2oGPTe : https://h2ogpte.genai.h2o.ai/

Discover how h2oGPTe can support medical research by streamlining evidence gathering, analysis, and clinical synthesis. In this hands-on demo, we guide an AI agent through compiling scholarly research, evaluating evidence, and generating a comprehensive report on fibromyalgia. What you’ll learn: ✔️ How AI agents assist in medical research workflows ✔️ The role of scholarly literature search in AI-driven analysis ✔️ Steps to generate a detailed research report Access the Freemium Environment of h2oGPTe : https://h2ogpte.genai.h2o.ai/

See how h2oGPTe combines generative and predictive AI for churn prediction in the telecom industry. We guide an AI agent through data analysis, machine learning modeling, and generating actionable insights to improve customer retention. What you’ll learn: ✔️ Using AI for churn prediction in telecom ✔️ Combining generative and predictive AI in one workflow ✔️ Extracting insights and recommendations from AI models Access the Freemium Environment of h2oGPTe : https://h2ogpte.genai.h2o.ai/

Learn how h2oGPTe can optimize power plant operations using AI-driven data analysis and modeling. In this demo, we guide an AI agent to analyze power plant performance, forecast energy output, and generate actionable recommendations. What you’ll learn: • How AI agents analyze power plant data • Forecasting energy output with H2O Driverless AI • Identifying optimal operating conditions and sensor thresholds Access the Freemium Environment of h2oGPTe : https://h2ogpte.genai.h2o.ai/

Before deploying AI agents, understanding real-world challenges is crucial. In this session, we explore key caveats, including data integration, guardrails, human oversight, and testing strategies like red teaming. Key takeaways: • Ensuring proper data integration and system access • Implementing guardrails for AI reliability and compliance • The role of human oversight in AI deployment • Testing and validation strategies to strengthen AI agents Continue learning at : https://h2o.ai/university/ Learn more about Enterprise h2oGPTe : https://h2o.ai/platform/enterprise-h2ogpte/