Building AI Intensive Python Applications

Building AI Intensive Python Applications

Create intelligent apps with LLMs and vector databases

Alake, Richmond; Larew, Nicholas; Palmer, Rachelle; Narvaez, Sigfrido; Weller, Henry; Ranjan, Shubham; Gangadhar, Ashwin; Rueckstiess, Thomas; Perlmutter, Ben

Packt Publishing Limited

09/2024

298

Mole

9781836207252

15 a 20 dias

Descrição não disponível.
Table of Contents

Getting Started with Generative AI
Building Blocks of Intelligent Applications
Large Language Models
Embedding Models
Vector Databases
AI/ML Application Design
Useful Frameworks, Libraries, and APIs
Implementing Vector Search in AI Applications
LLM Output Evaluation
Refining the Semantic Data Model to Improve Accuracy
Common Failures of Generative AI
Correcting and Optimizing Your Generative AI Application
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