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Building Reliable AI Systems : Applications and Agents You Can Trust.
- Format:
- Book
- Author/Creator:
- Shahani, Rush.
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Intelligent agents (Computer software).
- Physical Description:
- 1 online resource (0 pages)
- Edition:
- 1st ed.
- Place of Publication:
- New York : Manning Publications Co. LLC, 2026.
- Summary:
- Get the eBook free when you register your print book at Manning.This book shows you exactly how to guide large language models from research prototypes to scalable, robust, and efficient production systems.From model training to maintenance, an engineer will find everything they need to work with LLMs in this one-stop guide.
- Contents:
- Building Reliable AI Systems
- copyright
- contents
- dedication
- preface
- acknowledgments
- about this book
- about the author
- about the cover illustration
- 1 AI reliability: Building LLMs for the real world
- Part 1 Reliable outputs
- 2 Generating trustworthy responses with prompt engineering
- 3 Grounding outputs with RAG
- 4 Embeddings and vector search
- 5 Fine-tuning LLMs for improved performance
- Part 2 Reliable agents
- 6 Creating effective AI agents
- 7 Tool integration and MCP
- 8 Multi-agent systems
- Part 3 Reliable operations
- 9 Evaluation and performance for LLMs and agents
- 10 Deploying and monitoring
- 11 Bias, privacy, and responsible AI
- references
- bibliography.
- Notes:
- Description based on publisher supplied metadata and other sources.
- Other Format:
- Print version: Shahani, Rush Building Reliable AI Systems
- ISBN:
- 9781638358435
- OCLC:
- 1612800689
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