Generative AI with Python: Create text, images, and audio using open source models

Stop Renting Intelligence. Start Building It.Why pay per token when you can run the model yourself?The AI revolution is here, but most developers are stuck behind a paywall, relying on expensive APIs and black-box services from Big Tech. Generative AI with Python breaks those chains. This book empowers you to harness the limitless potential of Open-Source AI, running state-of-the-art models on your own hardware or cloud infrastructure-free from monthly subscriptions.This is not a theory book. It is a builder's manual. You will dive deep into the Python ecosystem that powers the world's most creative algorithms, utilizing industry-standard libraries like PyTorch and Hugging Face Transformers.Master the Trinity of Creation: Text, Image, and AudioGo beyond simple chatbots. You will build a complete generative pipeline: - Text Generation (LLMs): Download, run, and fine-tune open-source Large Language Models (like Llama and Mistral). Learn to implement RAG (Retrieval-Augmented Generation) to chat with your own private documents.- Image Synthesis: Demystify Diffusion Models. Build applications that turn text prompts into stunning artwork, generate assets for games, and modify existing images programmatically.- Audio & Speech: Create lifelike Text-to-Speech (TTS) systems and generate original music tracks using code, opening new doors for accessibility and content creation.- Prompt Engineering via Code: Learn how to systematically optimize prompts within your Python scripts to get consistent, high-quality outputs.- Optimization & Deployment: Techniques to run massive models on consumer GPUs using quantization and efficient memory management.Whether you are an app developer wanting to integrate AI features, a data scientist exploring the latest architectures, or a creative coder looking for new tools, this book hands you the keys to the engine.Don't let the future be a subscription service. Scroll up and grab your copy to build the open-source future today.

Pages: 217, Paperback, Independently published