Claris Talk AI: S1E4 Context

Описание: 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

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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...