Mastering Drupal AI: In-depth Class with Marcus Johansson and Sal Lakhani скачать в хорошем качестве

Mastering Drupal AI: In-depth Class with Marcus Johansson and Sal Lakhani

In this detailed demo, Marcus showcases how to utilize AI and vector databases effectively within Drupal Forge. Learn how the AI search works, how to set it up, and how to customize it for your own content. Marcus discusses key elements including setting up PostgreSQL with PG Vector, creating and managing AI indexes, integrating chatbot assistants, and optimizing semantic search to greatly enhance your site's search capabilities. This comprehensive walkthrough is perfect for anyone interested in leveraging advanced AI-powered search functionality in Drupal. Chapters: 00:00 Intro and Overview 00:25 Setting Up AI Demo on Drupal Forge 01:32 Understanding Pre-Indexed Modules and Search 02:28 AI Smart Search vs. Pre-indexed Search 03:20 Vector Database Setup and Exploration 05:10 Agentic Search and Naive RAG Explained 07:06 Example: Finding Modules with Semantic Meaning 09:20 Fine-Tuning AI Search Parameters 11:00 Practical Example: One-Time Login Module 12:10 Installation and Configuration of Vector DB 14:18 Challenges with Data Persistence and Service Files 16:14 Creating a Custom Vector Database 17:28 Configuring Search API and Embeddings 20:32 Adjusting Chunk Sizes and Embedding Strategies 24:27 Advanced Indexing Options for Drupal 27:12 Contextual Content and Filterable Attributes 29:11 Integrating Search API with AI Search 31:18 Setting Up an AI Assistant for Drupal 33:24 Connecting Chatbot UI and AI Assistant 34:16 Enhancing Drupal Search with AI Boost 37:20 Summary of Indexing and Search Connection Steps 39:05 Future Improvements and Production Considerations 41:34 Pros and Cons of Chatbots vs. Semantic Search 44:14 Managing Costs and Credits for AI Use 47:16 Data Privacy and Model Selection Considerations 51:10 Final Thoughts and Next Steps Ref Zoom: 20250723 AI Demo with Marcus Credits: Marcus Johansson from https://freelygive.io/ Sal Lakhani from https://www.drupalforge.org/ Justin Keiser from https://modelaircraft.org/ Infrastructure, tooling, and AI provider by https://devpanel.com/ #Drupal #DrupalAI #DrupalCMS #DrupalForge #DrupalTutorial #DrupalDevelopment #AI #VectorDatabase #SemanticSearch #OpenAI #PGVector #DrupalChatbot #DrupalModules #DrupalCommunity #DrupalDev #DrupalTips #TechTutorial #AIIntegration #WebDevelopment #DrupalTraining #FreelyGive #DevPanel