Giter VIP home page Giter VIP logo

betterconversationalai's Introduction

Better Conversational AI

Site for the book "Better Conversational AI", to-be-published through Manning.com (late 2024). This is a sequel to the Conversational AI book written with Manning Publications and published in Fall 2021.

Better Conversational AI is co-authored by Andrew Freed, Enikõ Rózsa, and Cari Jacobs. The theme is improving your Conversational AI solution through traditional data science/software engineering methods as well as using Generative AI and large language models (LLMs).

Better Conversational is planning the following table of contents (subject to change during the authoring process):

Part 1 – Framework for improving Conversational AI

  • Chapter 1. Introduction to Improving Conversational AI
  • Chapter 2. Building a Conversational AI
  • Chapter 3. Strategies for Effective Improvement Plan

Part 2 – Pattern: AI doesn’t understand

  • Chapter 4. Understanding what your users really want
  • Chapter 5. Improving weak understanding
  • Chapter 6. Generate answers with Retrieval Augmented Generation
  • Chapter 7. Augmenting intent data with Generative AI

Part 3 – Pattern: AI is too complex

  • Chapter 8. Streamlining complex flows
  • Chapter 9. Using the right context
  • Chapter 10. Review & generate dialog flows with Generative AI

Part 4 – Pattern: Reduce friction

  • Chapter 11. Reducing Opt-Outs
  • Chapter 12. Conversational Summarization for smooth handoff

This repository includes code samples from the book. Once available, use the LiveBook forum at Manning to submit comments and questions.

For the original Conversational AI book, you can get the book at Manning or look at its code from its github.

betterconversationalai's People

Contributors

andrewrfreed avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.