A Simple Guide to Retrieval Augmented Generation

Kimoth, Abhinav

ISBN 10: 1633435857 ISBN 13: 9781633435858

Editorial: Manning Publications, 2025

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2025. 1st Edition. paperback. . . . . . N� de ref. del art�culo V9781633435858

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Sinopsis:

Everything you need to know about Retrieval Augmented Generation in one human-friendly guide.

Generative AI models struggle when you ask them about facts not covered in their training data. Retrieval Augmented Generation―or RAG―enhances an LLM's available data by adding context from an external knowledge base, so it can answer accurately about proprietary content, recent information, and even live conversations. RAG is powerful, and with A Simple Guide to Retrieval Augmented Generation, it's also easy to understand and implement!

In A Simple Guide to Retrieval Augmented Generation you'll learn:

The components of a RAG system
How to create a RAG knowledge base
The indexing and generation pipeline
Evaluating a RAG system
Advanced RAG strategies
RAG tools, technologies, and frameworks

A Simple Guide to Retrieval Augmented Generation shows you how to enhance an LLM with relevant data, increasing factual accuracy and reducing hallucination. Your customer service chatbots can quote your company's policies, your teaching tools can draw directly from your syllabus, and your work assistants can access your organization's minutes, notes, and files.

Acerca del autor: Abhinav Kimothi is an entrepreneur and Vice President of Artificial Intelligence at Yarnit. He has spent over 15 years consulting and leadership roles in data science, machine learning and AI.

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Detalles bibliogr�ficos

T�tulo: A Simple Guide to Retrieval Augmented ...
Editorial: Manning Publications
A�o de publicaci�n: 2025
Encuadernaci�n: Encuadernaci�n de tapa blanda
Condici�n: New
Edici�n: 1� Edici�n

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Simple Guide to Retrieval Augmented Generation

Kimothi, Abhinav

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ISBN 10: 1633435857 ISBN 13: 9781633435858

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Simple Guide to Retrieval Augmented Generation

Kimothi, Abhinav

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Simple Guide to Retrieval Augmented Generation

Kimothi, Abhinav

Publicado por Manning Publications, 2025

ISBN 10: 1633435857 ISBN 13: 9781633435858

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A Simple Guide to Retrieval Augmented Generation (Paperback)

Abhinav Kimoth

Publicado por Manning Publications, New York, 2025

ISBN 10: 1633435857 ISBN 13: 9781633435858

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Paperback. Condici�n: new. Paperback. Everything you need to know about Retrieval Augmented Generation in one human-friendly guide.Generative AI models struggle when you ask them about facts not covered in their training data. Retrieval Augmented Generationor RAGenhances an LLM's available data by adding context from an external knowledge base, so it can answer accurately about proprietary content, recent information, and even live conversations. RAG is powerful, and with A Simple Guide to Retrieval Augmented Generation, it's also easy to understand and implement!In A Simple Guide to Retrieval Augmented Generation you'll learn: The components of a RAG systemHow to create a RAG knowledge baseThe indexing and generation pipelineEvaluating a RAG systemAdvanced RAG strategiesRAG tools, technologies, and frameworks A Simple Guide to Retrieval Augmented Generation shows you how to enhance an LLM with relevant data, increasing factual accuracy and reducing hallucination. Your customer service chatbots can quote your company's policies, your teaching tools can draw directly from your syllabus, and your work assistants can access your organization's minutes, notes, and files. Everything you need to know about Retrieval Augmented Generation in one human-friendly guide. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N� de ref. del art�culo: 9781633435858

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Simple Guide to Retrieval Augmented Generation

Kimothi, Abhinav

Publicado por Manning Publications, 2025

ISBN 10: 1633435857 ISBN 13: 9781633435858

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A Simple Guide to Retrieval Augmented Generation

Abhinav Kimoth

Publicado por Manning Publications, 2025

ISBN 10: 1633435857 ISBN 13: 9781633435858

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A Simple Guide to Retrieval Augmented Generation (Paperback or Softback)

Kimothi, Abhinav

Publicado por Manning Publications 7/15/2025, 2025

ISBN 10: 1633435857 ISBN 13: 9781633435858

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A Simple Guide to Retrieval Augmented Generation (Paperback)

Abhinav Kimoth

Publicado por Manning Publications, New York, 2025

ISBN 10: 1633435857 ISBN 13: 9781633435858

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Paperback. Condici�n: new. Paperback. Everything you need to know about Retrieval Augmented Generation in one human-friendly guide.Generative AI models struggle when you ask them about facts not covered in their training data. Retrieval Augmented Generationor RAGenhances an LLM's available data by adding context from an external knowledge base, so it can answer accurately about proprietary content, recent information, and even live conversations. RAG is powerful, and with A Simple Guide to Retrieval Augmented Generation, it's also easy to understand and implement!In A Simple Guide to Retrieval Augmented Generation you'll learn: The components of a RAG systemHow to create a RAG knowledge baseThe indexing and generation pipelineEvaluating a RAG systemAdvanced RAG strategiesRAG tools, technologies, and frameworks A Simple Guide to Retrieval Augmented Generation shows you how to enhance an LLM with relevant data, increasing factual accuracy and reducing hallucination. Your customer service chatbots can quote your company's policies, your teaching tools can draw directly from your syllabus, and your work assistants can access your organization's minutes, notes, and files. Everything you need to know about Retrieval Augmented Generation in one human-friendly guide. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N� de ref. del art�culo: 9781633435858

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