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Empowered GPT - Semantic Search In Claris FileMaker

Empowered GPT - Enhancing FileMaker 2024 with AI: Semantic Search and Advanced Functionality In this episode of Empowered Learning, we explore the latest advancements in FileMaker 2024 for AI and how Empowered Data Solutions leverages these technologies with Claris FileMaker. Michael dives into his journey with AI, highlighting key projects like using OpenAI's API for helping non-profits, implementing semantic search using Pinecone, and summarizing large datasets effectively. We examine FileMaker’s new script steps and functions for embedding and performing semantic searches, simplifying the process significantly. Stay tuned for insights into managing context windows, prompt engineering, and the impact of these innovations on the FileMaker community. If you would like help implementing AI with your FileMaker or just need help with FileMaker in general, please reach out to us at [email protected] or on our website empowereddatasolutions dot com 00:00 Introduction to Empowered Learning 00:36 Michael's Journey into AI 01:16 AI Applications in Non-Profit Work 01:55 Exploring GitHub Copilot and LLMs 02:50 Basic Chat Functionality in FileMaker 03:46 Handling Complex Interactions with LLMs 05:28 Summarizing Conversations to Save Tokens 06:31 Embedding Data for Enhanced Functionality 09:12 Understanding High-Dimensional Embeddings 13:53 Implementing Semantic Search with Pinecone 21:24 New FileMaker 2024 Features for Semantic Search 25:05 Conclusion and Future Prospects