Building with Agentic RAG and Cohere скачать в хорошем качестве

Building with Agentic RAG and Cohere

First, we’ll deep-dive into agentic RAG with Cohere models, covering the transition from vanilla to agentic RAG. Then we'll show how an agent can dynamically route queries to the best data sources for smarter, faster retrievals. Using a notebook example walkthrough, participants will learn to set up and run a simple agent that powers context-aware applications. Check out the entire Make Azure AI Real series! https://aka.ms/S-1223 #MicrosoftReactor #learnconnectbuild #makeazureaireal 00:00:05 - Introduction and welcome 00:02:35 - Agentic RAG and Cohere 00:02:53 - Single-shot RAG is not enough - user examples 00:05:20 - Agentic RAG is an expansion 00:08:07 - Tools in Agentic RAG workflow 00:10:45 - Question from the audience - keeping user information confidential 00:13:11 - Question from the audience - graphic/PDF support 00:14:51 - Question from the audience - R+ model example 00:17:20 - Example notebook 00:22:13 - Tool selections, instructions to agent 00:30:01 - Step-by-step breakdown 00:37:29 - Human monitoring for LLMs 00:41:00 - Question from the audience - limitation for tools? 00:45:23 - Dealing with multiple results 00:49:20 - Citations 00:56:09 - Resources, summary, what's next [eventID:23815]