Rachelle Palmer
1) BUILDING AI INTENSIVE PYTHON APPLICATIONS: create intelligent apps with LLMs and vector databases
Author
Publisher
Packt Publishing Ltd
Pub. Date
2024
Language
English
Description
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 Purchase...
Author
Publisher
Packt Publishing Ltd
Pub. Date
2024.
Language
English
Description
Discover how to harness the power of the FARM stack-FastAPI, React, and MongoDB-to develop production-ready web applications of varying complexity. Written by a team of industry experts, including MongoDB champions and product leaders, this fast-paced, hands-on guide equips beginners with essential skills to build web applications efficiently. Introducing each element of the stack, the book demonstrates how to seamlessly integrate them to create a...
Author
Publisher
Packt Publishing Ltd
Pub. Date
[2024]
Language
English
Description
Mastering MongoDB 7.0 explores the latest version of MongoDB, an exceptional NoSQL database solution that aligns with the needs of modern web applications. This book starts with an informative overview of MongoDB's architecture and developer tools, guiding you through the process of connecting to databases seamlessly. This MongoDB book explores advanced queries in detail, including aggregation pipelines and multi-document ACID transactions. It delves...
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