Welcome to an exclusive fireside chat where we explore Query-RAG, data agents, and the latest Denodo AI SDK—a game-changer for AI-powered structured data retrieval. In this session, Felix Liao (Director of Product Management, APAC) & Manuel Rodriguez (Lead Developer, AI) cover: - What is RAG (Retrieval-Augmented Generation) & why it matters - How Query-RAG enhances structured data for AI applications - Challenges in implementing AI-powered data retrieval - How Denodo AI SDK simplifies querying structured data - Live demo: Connecting to Snowflake, Salesforce, Postgres & more - How to deploy AI-powered applications with minimal coding Get Started Today: Learn more about Denodo AI SDK (https://www.denodo.com/en/solutions/by-capability/ai-software-development-kit) Download Denodo Express (Free!) (https://www.denodo.com/en/denodo-platform/denodo-express) Don’t just talk to AI—empower it with real-time, structured enterprise data! 00:00 - Introduction & Webinar Overview 00:34 - Exploring Query-RAG & Data Agents 01:02 - Meet the Speakers: Felix Lau & Manuel Rodriguez 01:53 - Introduction to Retrieval-Augmented Generation (RAG) 02:52 - Why RAG is Essential for Enterprise AI 04:18 - Introducing Query-RAG: Structured Data Enhancement 05:18 - How Query-RAG Works 06:43 - The Challenges of Implementing Query-RAG 07:43 - Connecting Query-RAG to Enterprise Data Sources 09:09 - The Role of Denodo in AI-Powered Data Management 10:00 - Introducing the Denodo AI SDK 10:57 - Features & Capabilities of the Denodo AI SDK 12:52 - API & Open Source Customization 14:51 - Live Demo: Deploying Query-RAG with Denodo AI SDK 17:40 - Setting Up the AI SDK & Configuration 20:47 - Querying Structured Data Using AI 22:04 - Metadata vs. Data Queries in AI SDK 23:00 - Generating SQL Queries with Query-RAG 26:28 - Visualizing Data with AI-Generated Graphs 28:26 - Using API & Swagger for Custom Applications 30:28 - Custom Instructions & Business Context in AI 33:17 - Latest Enhancements & Performance Upgrades 34:13 - How to Get Started with Denodo AI SDK 35:36 - Open Source Contributions & GitHub Resources 36:05 - Closing Remarks & Next Steps
Details:
