AI Agents with Python

Reactive Publishing AI Agents with PythonBuild 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.