Building AI Intensive Python Applications: Create intelligent apps with LLMs and vector databases

Master retrieval-augmented generation architecture and fine-tune your AI stack, along with discovering real-world use cases and best practices to create powerful AI apps

Key Features

• Get to grips with the fundamentals of LLMs, vector databases, and Python frameworks
• Implement effective retrieval-augmented generation strategies with MongoDB Atlas
• Optimize AI models for performance and accuracy with model compression and deployment optimization

Book Description

The era of generative AI is upon us, and this book serves as a roadmap to harness its full potential. With its help, you'll learn the core components of the AI stack: large language models (LLMs), vector databases, and Python frameworks, and see how these technologies work together to create intelligent applications.