Build conversational AI experiences powered by LLMs with Vertex AI Conversation and Dialogflow CX скачать в хорошем качестве

Build conversational AI experiences powered by LLMs with Vertex AI Conversation and Dialogflow CX

Conversational interfaces are among the most widely-applicable generative AI use cases. Whether you’re setting up chatbots in just a few steps or creating deep customizations and conversation flows, Google Cloud Dialogflow CX - now with Generative AI features - and Vertex AI Conversation provide tools that make it easy for your business to create personalized, richer experiences for both employees and customers. In this session, tune into Google Cloud Champion Innovator and Google Developer Expert in Machine Learning, Xavier Portilla Edo, and Developer Advocate, Alessia Sacchi, to learn: The latest Generative AI features in Vertex AI Conversation and Dialogflow CX How to combine traditional agent design techniques and best practices with Google's latest generative large language models (LLMs) to create complex conversational applications that are prepared to handle the many different ways that users might interact with it Examples of tasks that Conversational AI, Search and LLMs can solve for, including demos 04:05 High level overview of natural language understanding for Conversational AI 05:24 Generative AI applied to Conversational AI 11:18 Common user needs, use cases, and capabilities 14:02 Solution: Data store agent (uses retrieval-augmented generation to generate responses grounded to the content of your knowledge repository) 19:06 Solution: Generative fallback (use LLMs to generate virtual agent responses to handle unexpected intents and invalid parameter values) 22:21 Solution: Generators (allows you to make a call to an LLM natively from Dialogflow CX to do anything you would normally ask an LLM to do) 26:21 Live demo 37:25 Best practices when using Generative AI with Conversational AI 48:10 Resources and what's next 50:10 Q&A Dialogflow CX CLI: https://cxcli.xavidop.me/ Dialogflow CX CLI GitHub repo: https://github.com/xavidop/dialogflow... Codelabs: Generative Chat App: https://codelabs.developers.google.co... Generative fallback: https://codelabs.developers.google.co... Generators and data stores: https://codelabs.developers.google.co... Join, learn, and engage with the Google Cloud Community: https://goo.gle/cloud_community Share your feedback, questions, and ideas for future sessions: https://goo.gle/gcc-event-feedback