The 4 AI Agentic Design Patterns for AI Agentic Workflows - with Ollama Models.

Format:

Video

Language:

English

Physical Description:

1 online resource (107 minutes)

Place of Publication:

[Place of publication not identified] : PACKT Publishing, 2025.

Language Note:

In English.

System Details:

video file

Summary:

<b>Dive deep into AI Agentic Design Patterns and learn how to create effective workflows using Ollama Models in this comprehensive course, featuring hands-on examples, practical insights, and cost-saving techniques.</b><h4>Key Features</h4><ul><li>Comprehensive coverage of four essential AI design patterns</li><li>Hands-on projects to implement patterns in real-world workflows</li><li>Learn to use Ollama Models locally for cost-effective AI development</li></ul><h4>Book Description</h4>This course teaches the practical application of AI Agentic Design Patterns to optimize intelligent workflows. You’ll begin with an introduction to AutoGen and Ollama Models, setting up your development environment to maximize learning. The first design pattern, Reflection, helps you create systems that can introspect and improve their processes. The Tool Use pattern follows, showing how to enhance workflows by incorporating external tools for more effective decision-making. You’ll then dive into the Planning-ReAct pattern, where you'll learn to implement decision-making strategies, enabling AI systems to plan and react in real-time. The course concludes with the Multi-agent Collaboration pattern, which teaches you how multiple AI agents can cooperate to solve complex tasks. Throughout the course, hands-on exercises allow you to directly apply each pattern in real-world scenarios. By the end, you’ll be skilled in designing, implementing, and optimizing intelligent workflows using these four key design patterns. You will also gain experience using Ollama Models locally, avoiding API costs while building scalable AI solutions. Whether you're a developer or system architect, this course equips you with the tools to create efficient, innovative AI workflows.<h4>What you will learn</h4><ul><li>Implement AI workflows using core agentic design patterns.</li><li>Build decision-making AI systems with Reflection and Planning patterns.</li><li>Integrate tools into AI workflows to optimize task execution.</li><li>Apply the ReAct technique to enhance AI planning capabilities.</li><li>Develop multi-agent systems for collaborative problem-solving.</li><li>Utilize Ollama Models for API-free AI development solutions.</li></ul><h4>Who this book is for</h4>This course is designed for AI developers, data scientists, and system architects looking to expand their expertise in AI workflows and design patterns. It’s also suitable for anyone interested in automating and optimizing processes with AI. Basic programming knowledge (preferably Python), familiarity with AI concepts and frameworks, and a foundational understanding of AI workflows and systems.

Notes:

Title from resource description page (viewed July 20, 2026).