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In this episode of Claris Talk AI, hosts Cris Ippolite and Matt Navarre dive deep into the concept of context and retrieval in AI, and how it relates to custom business applications built with the Claris FileMaker platform. They discuss creating custom GPT models with specific knowledge sets to provide more accurate and relevant answers to user queries. The hosts also explore various methods of retrieval, such as searching FileMaker databases, using API calls, and the importance of vector databases in the retrieval process. Podcast custom GPT: https://chatgpt.com/g/g-iAiq4Ryjv-cl-... The conversation also touches on the recent release of an AI software assistant called Devin, which demonstrated the ability to complete a complex coding project from a job posting on Upwork in just 10 minutes. While this development may seem concerning to some developers, the hosts believe that AI will serve to amplify human capabilities and increase productivity expectations rather than replace human programmers entirely. SHOW NOTES: Links to resources and examples discussed in the episode will be provided in the show notes on the podcast and video descriptions on YouTube. Cris Ippolite will be participating in a Claris AI webinar on April 10, hosted by Ronnie Rios. TIMESTAMPS: 00:00 Introduction and overview of the episode 02:04 Creating custom GPT models with specific knowledge sets 06:35 The importance of curating knowledge in custom GPT models 12:02 A surprise announcement: FileMaker's role in the movie "Problemista" 20:23 Defining context in FileMaker vs. context in AI 23:49 Retrieving data from FileMaker to provide context for AI queries 29:31 The importance of truth in business AI implementations 35:01 Evaluating ChatGPT's ability to answer questions about company policies 40:49 Various methods of retrieval for providing context to AI models 44:01 Consuming information more efficiently with AI assistance 46:58 Devin, the AI software assistant, completes a complex coding project in 10 minutes 52:05 The future of AI in programming and its potential impact on FileMaker developers Then, they talk abut a new movie starring FileMaker: https://a24films.com/films/problemista They discuss AI Software engineers and what this could mean to the FileMaker developer community (https://www.cognition-labs.com/introd.... Catch Cris in a Claris Webinar called “Exploring the Potential”: AI Integrations in FileMaker Solutions” on April 10, 2024 Time: 9:00 a.m. PT • 12:00 p.m. ET • 5:00 p.m. London BST In the next episode, Matt and Cris will talk about vector databases and embeddings. And dogs. And maybe the Green Bay Packers. You just never know. Follow Cris: / @isolutionsai / crisippolite / isolutionsai https://www.isolutionsai.com –––– Other Episodes: Dr. Michael Schuckers: / wgxkzfer7w0 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...