Python Handbook for Spring Boot Developers¶
Welcome! If you are a Java/Spring Boot developer looking to transition into modern Python development (specifically for AI, LLMs, and high-performance APIs), this handbook is exactly for you.
Rather than teaching Python from scratch like you've never programmed before, this guide maps everything back to the mental models, annotations, and architecture you already know from Java.
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Getting Started
Setting up your machine for Python AI Development. Learn how to install Python, configure your IDE, and run your first virtual environment.
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Python Basics
Learn Python syntax, OOP, async programming, and the language features you'll use when building FastAPI and AI applications.
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Core Python
Deep dive into decorators, generators, and context managers.
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Pydantic
The foundation of the entire Python AI/API stack. Learn how to validate data effortlessly.
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FastAPI
Build lightning-fast, async REST APIs with auto-generated Swagger documentation.
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LangGraph
Model your AI application as an explicit state machine for complex workflows and multi-agent coordination.
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LangFuse
Trace, monitor, and debug your LLM calls in production.
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EduTrack Project
Tie it all together by building a complete, production-ready Student Management AI application.