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ClarisTalk

In this episode, hosts Cris Ippolite and Matt Navarre are joined by Ronnie Rios, who has been instrumental in bringing AI capabilities to the latest release of FileMaker. Podcast custom GPT: https://chatgpt.com/g/g-iAiq4Ryjv-cl-... Ronnie showcases some of the AI-powered features he demonstrated at the recent Claris Engage conference, including a smart dashboard that uses AI to generate charts based on natural language queries without sending any actual data to the language model. The discussion dives deep into the new AI-related script steps and functions introduced in FileMaker 2024, such as configuring AI accounts, inserting embeddings, performing semantic finds, and setting API call logging. Ronnie explains how these tools make it easier for developers to integrate AI capabilities into their applications while maintaining data privacy and security. Ronnie also demonstrates how semantic search can be enhanced by providing context to the data being searched, such as by concatenating field values into a descriptive sentence. He touches on the importance of testing and fine-tuning search parameters like cosine similarity thresholds and return counts to optimize results. The episode highlights the significance of the new AI functions, including calculating embeddings on the fly, converting between text and binary embedding formats, and generating table DDL for sending schema information to language models. Ronnie also mentions the availability of open-source embedding models that can be hosted locally for improved privacy. Looking ahead, Ronnie teases an upcoming Claris Community Live stream on July 11th, where developers will share their experiences and use cases with the new AI features in FileMaker 2024. SHOW NOTES: New FileMaker 2024 AI release: https://support.claris.com/s/answervi... Links: Claris Community Live: Learn about AI prompting basics:    • Community Live Episode 2 Learn about AI pr...   See CRIS at Summerfest-Tech “A.I Deployed: Real World Examples” on WED June 26th in Milwaukee: https://www.summerfest-tech.com/summe... Join the conversation on the Claris AI Learning Initiative (Claristotle) on Discord:   / discord   Apple WWDC 2024: June 10th @ 10am PT:    / @appledeveloper   Claris Community Live: FileMaker 2024 Release: https://appleinc.webex.com/webappng/s...[…]estamp=1717767896695&RGID=rf2b6a296aec4de5666965605124020c8 Follow Cris:    / @isolutionsai     / crisippolite     / isolutionsai   https://www.isolutionsai.com –––– Previous Episodes: Are LLMs Databases?    • Are LLMs Just Databases? The Real Story + ...   Dr. Michael Schuckers:    / wgxkzfer7w0   Gabriel Woodger:    • Bonus Episode: Gabriel Woodger talks with ...   Ernest Koe & Joris Aarts:    • Special Guests Ernest Koe and Joris Aarts   Vector Databases:    • Vector Databases, Semantic search... and JSON   Context: It’s not what you think:    • Context: It's not what you think.   Prompt Templates:    • ClarisTalk Episode 8... and Claris Talk AI...   (edited) TIMESTAMPS: 00:00 Introduction and welcoming special guest Ronnie Rios 01:08 Ronnie's role in bringing AI capabilities to FileMaker 03:31 Showcasing the smart dashboard demo from Claris Engage 22:57 Enhancing semantic search by providing context to data 39:18 New AI-related script steps in FileMaker 2024 1:19:53 New AI-related calc functions in FileMaker 2024 1:27:50 Wrap-up and looking ahead to WWDC and future episodes