How deeply does Effective Conversational AI cover hybrid chatbot?

Defines the routing pattern and contrasts alternatives, but gives no design or implementation steps.

Hybrid chatbot

As explained in Effective Conversational AI

A hybrid model combines intent-based routing with search or generative-AI capabilities in one conversational system.

A hybrid chatbot uses intents for common questions and routes other questions to search or generative AI. It combines intent-based matching with a broader fallback rather than relying on either alone. section 1.1.3

An FAQ bot may match utterances to intent-response pairs without calling an API. A search-based bot may use an LLM’s built-in knowledge or search a knowledge base before generating an answer. section 1.1.3

How Effective Conversational AI covers it

liveBook manning.com

Read Effective Conversational AI on liveBook Get the book at manning.com

Also explained in

liveBook manning.com

Natural Language Processing in Action, Second EditionA hybrid chatbot combines generative language models with rules, templates, or other conventional conversational techniques.

Compare how 2 books explain hybrid chatbot →

Related concepts

language modeluses · A language model is a computational model that represents patterns in linguistic tokens to estimate sequence probabilities and predict or generate language from context.
intent classificationuses · Intent classification is the task of assigning an input, such as a query or utterance, to a category representing its purpose, goal, or information need.
retrieval-augmented generationuses · Retrieval-augmented generation is a technique that retrieves relevant information from external sources and supplies it as context to a generative model when producing an output.
generative chatbotcontrasts with · A generative chatbot is a conversational software system that dynamically produces responses using a generative model.

This explainer was generated by Manning's knowledge graph from the text of Effective Conversational AI. The section links point to the parts of the book it draws on.