Workflows & Tooling to Create Trusted AI | Ask More of AI with Clara Shih

Clara sits down with the founder/CEOs of three of the hottest AI companies-- Aravind Srinivas (Perplexity AI), Jerry Liu (LlamaIndex), and Harrison Chase (LangChain) to discuss the tooling, data prep, and agility needed to operate and add customer value in the rapidly evolving LLM space.

Everyone seems to be rushing into AI and asking questions later. We’ll give you the info you need to get this right: https://sforce.co/4486KzY

#Salesforce #AskMoreofAI

Chapters:

0:00 Introduction
0:50 Perplexity AI overview with Aravind Srinivas
4:23 LangChain overview with Harrison Chase
6:23 LIamaIndex overview with Jerry Liu
7:55 When do you use Retrieval-Augmented Generation (RAG) versus fine-tuning?
9:22 Aravind's background in artificial intelligence (AI)
11:40 How do you manage ever-changing models with your tools?
13:40 Value of open source projects
14:44 Will any of you build your models in the future?
16:45 Advantages of post-training ‌models
18:18 Disadvantages of post-training
19:49 How Perplexity AI tracks evals
20:30 Thoughts on few-shot prompting
23:10 What trends are you seeing with developers?
26:07 Techniques for using RAG workflows
28:00 Where should developers start with RAG pipelines?
33:00 Do developers use AI copilots?
36:55 How do we educate everyone on AI?
39:22 What are your predictions for AI in the next year?
44:27 How do we educate the next generation to succeed in an AI era?
49:22 Three takeaways from Clara Shih

Subscribe to Salesforce’s YouTube Channel: http://bit.ly/SalesforceSubscribe

Learn more about Salesforce: https://www.salesforce.com
Facebook: https://www.facebook.com/salesforce
Twitter: https://www.twitter.com/salesforce
Instagram: https://www.instagram.com/salesforce
LinkedIn: https://www.linkedin.com/company/salesforce

About Salesforce: Salesforce is the customer company, helping businesses of every size and industry put the customer at the center since 1999. Salesforce helps companies connect with customers in a whole new way with a foundation of trust, harnessing AI + Data + CRM with Salesforce Customer 360, its complete portfolio of products that unites every team around the customer on one integrated, low code platform. Guided by core values and driven by a global community of Trailblazers transforming careers, companies and communities, Salesforce is more than a business — it’s a platform for change. Learn more at www.salesforce.com.