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Name: Van Der Post H AI Agents with Python Build Autonomous Systems 2025
Format: pdf
Size: 3.02 MB

Title: AI Agents with Python: Build Autonomous Systems That Think, Learn, and Act
Author: Publishing, Reactive & Van Der Post, Hayden
Language: English
Year: 2025
Subjects: N/A
Publisher: Independently published
ISBN: 9798315553311
Total pages: 422

Reactive Publishing

AI Agents with Python Build Autonomous Systems That Think, Learn, and Act
The future of AI isn't just models - it's agents . Systems that can observe, reason, make decisions, and take action in dynamic environments.
In AI Agents with Python , you'll learn how to go beyond isolated models and build fully autonomous systems that combine logic, memory, learning, and action - all in real-world applications.
Whether you're a developer, data scientist, or an AI-curious builder, this book walks you through the core components of intelligent agent design - and shows you how to bring them to life with Python.
Inside, you'll build and deploy agents that:

• Use LLMs , APIs, and structured data to reason and respond
• Incorporate memory , tools , and recursive planning
• Interface with real-world systems (files, browsers, databases)
• Perform multi-step tasks autonomously using frameworks like LangChain , Auto-GPT , and CrewAI
• Integrate reinforcement learning and feedback loops
• Apply to use cases like customer service, trading, research, automation, and personal assistants

Packed with code examples, architectural blueprints, and real-world use cases, this book gives you everything you need to start building intelligent, useful agents from scratch.
Build smarter systems. Automate complex work. Create the future.