Building Data-Driven Applications with LlamaIndex
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Building Data-Driven Applications with LlamaIndex
A practical guide to retrieval-augmented generation (RAG) to enhance LLM applications
Gheorghiu, Andrei
Packt Publishing Limited
05/2024
368
Mole
9781835089507
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Table of Contents
Understanding Large Language Models
LlamaIndex: The Hidden Jewel - An Introduction to the LlamaIndex Ecosystem
Kickstarting Your Journey with LlamaIndex
Ingesting Data into Our RAG Workflow
Indexing with LlamaIndex
Querying Our Data, Part 1 - Context Retrieval
Querying Our Data, Part 2 - Postprocessing and Response Synthesis
Building Chatbots and Agents with LlamaIndex
Customizing and Deploying Our LlamaIndex Project
Prompt Engineering Guidelines and Best Practices
Conclusions and Additional Resources
Understanding Large Language Models
LlamaIndex: The Hidden Jewel - An Introduction to the LlamaIndex Ecosystem
Kickstarting Your Journey with LlamaIndex
Ingesting Data into Our RAG Workflow
Indexing with LlamaIndex
Querying Our Data, Part 1 - Context Retrieval
Querying Our Data, Part 2 - Postprocessing and Response Synthesis
Building Chatbots and Agents with LlamaIndex
Customizing and Deploying Our LlamaIndex Project
Prompt Engineering Guidelines and Best Practices
Conclusions and Additional Resources
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LlamaIndex; GenerativeAI; Data; LLM; Application; RAG; workflow; Data privacy; Text processing
Table of Contents
Understanding Large Language Models
LlamaIndex: The Hidden Jewel - An Introduction to the LlamaIndex Ecosystem
Kickstarting Your Journey with LlamaIndex
Ingesting Data into Our RAG Workflow
Indexing with LlamaIndex
Querying Our Data, Part 1 - Context Retrieval
Querying Our Data, Part 2 - Postprocessing and Response Synthesis
Building Chatbots and Agents with LlamaIndex
Customizing and Deploying Our LlamaIndex Project
Prompt Engineering Guidelines and Best Practices
Conclusions and Additional Resources
Understanding Large Language Models
LlamaIndex: The Hidden Jewel - An Introduction to the LlamaIndex Ecosystem
Kickstarting Your Journey with LlamaIndex
Ingesting Data into Our RAG Workflow
Indexing with LlamaIndex
Querying Our Data, Part 1 - Context Retrieval
Querying Our Data, Part 2 - Postprocessing and Response Synthesis
Building Chatbots and Agents with LlamaIndex
Customizing and Deploying Our LlamaIndex Project
Prompt Engineering Guidelines and Best Practices
Conclusions and Additional Resources
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
