How deeply does Elasticsearch in Action, Second Edition cover GPT-4?

Explains training scale, knowledge cutoff, and internet-access limits without detailing model internals.

GPT-4

As explained in Elasticsearch in Action, Second Edition

GPT-4 is a generative pretrained transformer language model developed by OpenAI.

GPT-4 is a generative pretrained transformer language model developed by OpenAI. It supports conversational search by interpreting complex natural-language questions, context, and intent rather than requiring specific keywords. section 1.6

GPT-4 matters to modern search because it can:

Make search queries more conversational and intuitive. section 1.6
Interpret complex queries through natural-language understanding of context and intent. section 1.6
Reshape full-text search capabilities in systems such as Elasticsearch. section 1.6

Conversational search

Instead of entering only specific keywords, a user can ask a search question as they would in a conversation. GPT-4 can use the question’s context and intent to support more accurate and relevant results. section 1.6

How Elasticsearch in Action, Second Edition covers it

Cover of Elasticsearch in Action, Second Edition

liveBook manning.com

Read Elasticsearch in Action, Second Edition on liveBook Get the book at manning.com

Also explained in

liveBook manning.com

Introduction to Generative AI, Second EditionGPT-4 is an OpenAI GPT language model released in 2023 and capable of performing a range of language and coding tasks.
liveBook manning.com

Data Analysis with LLMsGPT-4 is a GPT language model version capable of generating and understanding text, including complex code.
liveBook manning.com

AI for Everyday ITGPT is OpenAI's family of generative pre-trained transformer language models.
liveBook manning.com

The AI Pocket BookAn OpenAI large language model used as an example tokenizer and reference for token counts.

Compare how 5 books explain GPT-4 →

Related concepts

multimodalkind of · A multimodal model is a model that processes, generates, or relates information represented in two or more data modalities, such as text, images, audio, or video.
ChatGPTused by · ChatGPT is OpenAI’s conversational AI service, which lets users interact with generative AI models and related tools through natural-language prompts.
autoregressive modelkind of · An autoregressive model represents or predicts each value in a sequence based on preceding values in that sequence.
language modelkind of · A language model is a computational model that represents patterns in linguistic tokens to estimate sequence probabilities and predict or generate language from context.
GPT modelcontrasts with · A GPT model is a generative pretrained Transformer language model that produces text autoregressively by predicting successive tokens from preceding context.

This explainer was generated by Manning's knowledge graph from the text of Elasticsearch in Action, Second Edition. The section links point to the parts of the book it draws on.