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This comprehensive guide takes you through the journey of creating practical AI applications from scratch, focusing on real-world examples and hands-on techniques to build custom chatbots and AI agents. Inspired by real projects, this book is designed to empower developers with the skills to create their own AI tools, regardless of the model, provider, or programming language. This book does not focus on one provider, language, or framework. This way, you can use what you learn in different situations. We will use free models to learn how to build real-world AI applications. By the end of the book, you will understand how to work with large language models, no matter which model, provider, or programming language you use.
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