Essential Graphrag

Name: Essential Graphrag
Brand: Manning Publications
SKU: 9781633436268
Price: 1087 CZK
Availability: InStock

Autor: Oscar Hane

Jazyk:

Vazba: Brožovaná

Vydavatel: Manning Publications

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

1 087 Kč

Upgrade your RAG applications with the power of knowledge graphs.Retrieval Augmented Generation (RAG...

Informace o knize

Autor

Oscar Hane

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2025

Stránek

175

EAN

9781633436268

ISBN

1633436268

Enbook ID

48971495

Vydavatel

Manning Publications

Hmotnost

209

Kompletní popis

Upgrade your RAG applications with the power of knowledge graphs.

Retrieval Augmented Generation (RAG) is a great way to harness the power of generative AI for information not contained in a LLM''s training data and to avoid depending on LLM for factual information. However, RAG only works when you can quickly identify and supply the most relevant context to your LLM. Essential GraphRAG shows you how to use knowledge graphs to model your RAG data and deliver better performance, accuracy, traceability, and completeness.

Inside Essential GraphRAG you''ll learn:

The benefits of using Knowledge Graphs in a RAG system
How to implement a GraphRAG system from scratch
The process of building a fully working production RAG system
Constructing knowledge graphs using LLMs
Evaluating performance of a RAG pipeline

Essential GraphRAG is a practical guide to empowering LLMs with RAG. You''ll learn to deliver vector similarity-based approaches to find relevant information, as well as work with semantic layers, and generate Cypher statements to retrieve data from a knowledge graph.

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