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222: Generative AI and Einstein with Charles Watkins
Manage episode 430121699 series 2577106
Could integrating generative AI revolutionize your business processes? Join us as we sit down with Charles Watkins, the newest Salesforce Developer Advocate, to unveil the transformative capabilities of Salesforce's Prompt Builder. Charles shares a compelling example from his own support background, illustrating how this innovative tool can streamline the summarization and categorization of support cases. Learn how Prompt Builder simplifies switching between large language models like OpenAI and Microsoft Azure, making advanced AI accessible without complex integrations.
We also decode Salesforce's cutting-edge Models API, currently in beta, offering a granular, controlled approach to generative AI. Charles discusses how the API can be harnessed to build chat-based conversational AI apps, embeddings, and more using REST API and Apex interfaces. Discover the security advantages of the Einstein Trust Layer, which ensures data privacy, and hear about the impressive response times of models like GPT-4. This episode is a treasure trove for developers eager to experiment with Salesforce's open-gen AI ecosystem. Don't miss this opportunity to get inspired and elevate your AI game.
Show Highlights:
The Prompt Builder tool for automating business processes like summarizing and categorizing support cases.
Simplified integration with multiple large language models such as OpenAI and Microsoft Azure.
The new Models API for creating chat-based AI apps, embeddings, and text generation solutions.
Benefits of the Einstein Trust Layer for enhanced security and data privacy.
The rapid response times of models like GPT-4 and the lack of a streaming API.
Links:
Applying Fundamentals of Prompt Engineering with Prompt Builder - https://developer.salesforce.com/blogs/2024/07/applying-fundamentals-of-prompt-engineering-with-prompt-builder
Using Prompt Builder, Flows, and Apex to Summarize and Classify Cases Faster - https://developer.salesforce.com/blogs/2024/06/using-prompt-builder-flows-and-apex-to-summarize-and-classify-cases-faster
Prompt Builder for Developers Playlist - https://www.youtube.com/playlist?list=PLgIMQe2PKPSIarRb6ud6odVxB1gv-hbO8
Einstein 1 Studio Developer Center - https://developer.salesforce.com/developer-centers/einstein-1-studio
177 bölüm
Manage episode 430121699 series 2577106
Could integrating generative AI revolutionize your business processes? Join us as we sit down with Charles Watkins, the newest Salesforce Developer Advocate, to unveil the transformative capabilities of Salesforce's Prompt Builder. Charles shares a compelling example from his own support background, illustrating how this innovative tool can streamline the summarization and categorization of support cases. Learn how Prompt Builder simplifies switching between large language models like OpenAI and Microsoft Azure, making advanced AI accessible without complex integrations.
We also decode Salesforce's cutting-edge Models API, currently in beta, offering a granular, controlled approach to generative AI. Charles discusses how the API can be harnessed to build chat-based conversational AI apps, embeddings, and more using REST API and Apex interfaces. Discover the security advantages of the Einstein Trust Layer, which ensures data privacy, and hear about the impressive response times of models like GPT-4. This episode is a treasure trove for developers eager to experiment with Salesforce's open-gen AI ecosystem. Don't miss this opportunity to get inspired and elevate your AI game.
Show Highlights:
The Prompt Builder tool for automating business processes like summarizing and categorizing support cases.
Simplified integration with multiple large language models such as OpenAI and Microsoft Azure.
The new Models API for creating chat-based AI apps, embeddings, and text generation solutions.
Benefits of the Einstein Trust Layer for enhanced security and data privacy.
The rapid response times of models like GPT-4 and the lack of a streaming API.
Links:
Applying Fundamentals of Prompt Engineering with Prompt Builder - https://developer.salesforce.com/blogs/2024/07/applying-fundamentals-of-prompt-engineering-with-prompt-builder
Using Prompt Builder, Flows, and Apex to Summarize and Classify Cases Faster - https://developer.salesforce.com/blogs/2024/06/using-prompt-builder-flows-and-apex-to-summarize-and-classify-cases-faster
Prompt Builder for Developers Playlist - https://www.youtube.com/playlist?list=PLgIMQe2PKPSIarRb6ud6odVxB1gv-hbO8
Einstein 1 Studio Developer Center - https://developer.salesforce.com/developer-centers/einstein-1-studio
177 bölüm
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1 229: AsyncAPI and Event-Driven Architecture Using MuleSoft with Alex
Martinez 18:54

1 228: Retrieval Augmented Generation using Data Cloud with Dave Norris 24:26

1 227: Dreamforce 2024 with Philippe Ozil 16:54

1 226: Winter ’25 Release Highlights with Mohith Shrivastava 20:56

1 225: Einstein Models API with Alba Rivas 23:27

1 224: MuleSoft Intelligent Document Processing with Akshata Sawant 15:47

1 223: Data Cloud Summer '24 Features with Danielle Larregui 14:44

1 222: Generative AI and Einstein with Charles Watkins 19:28

1 221: MuleSoft Anypoint Code Builder with Alex Martinez 17:32

1 220: Data Cloud for Developers with Dave Norris 24:38

1 219: Salesforce and AWS Unified Developer Experience with Philippe
Ozil 14:12

1 218: Summer ’24 Release Highlights with Mohith Shrivastava 19:41

1 217: Einstein Copilot Custom Actions with Mohith Shrivastava 15:00

1 216: Why Use MuleSoft with Data Cloud & Einstein Copilot with
Akshata Sawant 15:33

1 215: The Future of AI with Salesforce's Einstein 1 Studio & Data
Cloud featuring Danielle Larregui 17:13

1 214: Salesforce Developer Sample Apps featuring Philippe Ozil 15:12

1 213: What's New with Lightning Web Components Featuring Alba Rivas 22:32

1 212: Mobile Platform Tooling with Ashwin Nair and Galen Lewis 27:43

1 211: Anypoint Code Builder with Simone Geib 29:59

1 210: Spring ’24 Release Highlights with Mohith Shrivastava 33:15

1 209: Screen Flow Latest Features with Adam White 28:51

1 208: The Global Salesforce Community with Christie Fidura 30:08

1 207: Organizing Dreamin' Conferences 29:46

1 206: Building Chatbots with Apex 29:56

1 205: Data, AI, and MuleSoft with Ajay Kumar 36:33

1 204: B2C Commerce Cloud with Thomas Theunen 35:16

1 203: MuleSoft API Experience Hub with Igor Androsov 31:35

1 202: The Future of Development with Stephan Chandler-Garcia 32:04

1 201: Test Automation using MaxTAF with Alex Delic 27:30

1 200: 200 Episodes with Josh Birk 28:43

1 199: Apex Mockery with Ludovic Meurillon 21:28

1 198: Forceea Data Factory with Nikos Mitrakis 29:26

1 197: Observability with Nikita Prokopev 47:02

1 196: Coffee and Business Tools with Mike Gerholdt and Gillian Bruce 21:46

1 195: Winter ’24 Release Highlights with Mohith Shrivastava 51:05

1 194: Learning Salesforce with Teo Dawn 29:46

1 193: Creating User Stories with Kate Lessard 21:29

1 192: The Role of Architects with Mike Topalovich 45:02

1 191: Composable Commerce with Nat Pavic 37:02

1 190: GPT for Developers with Bhanudas Tanaka 43:49

1 189: Practical DevOps with Rob Cowell 36:44

1 188: MuleSoft for Salesforce Developers with Akshata Sawant 24:16

1 187: File and Event Security with Jagannathan Padmanabhan 15:27

1 186: Coffee with the Admin Evangelists 22:31

1 185: Data Cloud with Danielle Larregui 26:36
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