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Home > Computing and Information Technology > Computer programming / software engineering > Programming and scripting languages: general > AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques(3 AI & Python Empowerment)
AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques(3 AI & Python Empowerment)

AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques(3 AI & Python Empowerment)


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About the Book

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.


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Product Details
  • ISBN-13: 9798293582402
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 254 mm
  • No of Pages: 356
  • Returnable: N
  • Spine Width: 19 mm
  • Weight: 617 gr
  • ISBN-10: 8293582405
  • Publisher Date: 22 Jul 2025
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Series Title: 3 AI & Python Empowerment
  • Sub Title: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques
  • Width: 178 mm


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AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques(3 AI & Python Empowerment)
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AI-Powered Autonomous Agents with Python: Develop Smarter Multi-Agent Systems Using AutoGen, GPT-4.5, and Tree-of-Thought Techniques(3 AI & Python Empowerment)
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