AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques - Couverture souple

Livre 3 sur 4: AI & Python Empowerment Series

Howe, Landen

 
9798293582402: AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques
Couverture souple
ISBN 13 : 9798293582402
Editeur : Independently published, 2025

Synopsis

What if you could build software that thinks, plans, and collaborates—without constant supervision?
Ready to move beyond basic AI prompts and craft robust, intelligent systems that deliver real results?

This essential guide reveals the core principles and hands-on strategies behind creating advanced autonomous agents with Python. Whether you’re an AI developer, a machine learning engineer, or a forward-thinking software architect, you’ll discover proven techniques to design, implement, and scale multi-agent systems—fueled by the power of AutoGen, GPT-4.5, and the Tree-of-Thought reasoning model.

What makes this book stand out?
Every chapter is structured for practical mastery and fast application:

  • Getting Started: Set up your Python environment, install key libraries, and launch your first agent.

  • Core Concepts: Understand agent architecture, planning and execution, ReAct, and Tree-of-Thought patterns.

  • Building Smarter Agents: Master workflow design, context management, memory handling, and advanced prompt engineering.

  • Persistent Memory with Vector Databases: Integrate tools like FAISS and Chroma for real-world context and recall.

  • Advanced Reasoning: Balance exploration, improve decision efficiency, and debug agent logic.

  • Multi-Agent Collaboration: Architect, coordinate, and scale agent teamwork for complex challenges.

  • Deployment and Scaling: Package, orchestrate, and run agents with reliability and resilience.

  • Human Feedback and Continuous Learning: Capture user input and close the improvement loop.

  • Security, Privacy, and Ethics: Safeguard data, enforce safety, and build trustworthy systems.

  • Real-World Applications: Explore code generation, customer support, automation, and future trends.

Curious how experts build scalable, real-world AI that adapts, collaborates, and learns?
This book hands you the blueprint and step-by-step tools you need.

Don’t settle for outdated chatbots or fragile automation. Equip yourself with a modern skillset for AI engineering and lead the next generation of intelligent software.
Buy your copy today and start building agents that truly think for themselves.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2025
Langue
anglais
ISBN 13 
9798293582402
Reliure
Broché
Nombre de pages
354
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
https://www.amazon.fr/hz/contact-us

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