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: 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 CZcams Channel: bit.ly/SalesforceSubscribe
Learn more about Salesforce: www.salesforce.com
Facebook: / salesforce
Twitter: / salesforce
Instagram: / salesforce
LinkedIn: / salesforce
About Salesforce:
Salesforce is the #1 AI CRM, helping companies connect with customers in a whole new way. Our product portfolio, Einstein 1, brings #1 CRM apps together with trusted AI and data on one integrated platform so companies can grow relationships, productivity, and their bottom line - all at the same time in our new era of artificial intelligence.
Salesforce is proud to be the market leader, but we’re even more proud to lead in philanthropy, innovation and culture. Guided by core values of trust, customer success, innovation, equality and sustainability, Salesforce is more than a business - we’re a platform for change.

[@salesforce]

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

[@hellojeezai]

Thank you Mrs. Shih for this conversation. Flow engineering, the future of education and Perplexity's eval discussions were increadibly valauble.

[@igorg.8624]

These guys are all genius. I respect all that they've done, and use their tools regularly.

[@codearabawy]

Great discussion!

[@fishhead7812]

Awesome!

[@deeplearningpartnership]

Cool crew.

[@MrWorstnameever]

How woke of salesforce to ensure they have three people of different races for this pod. Lol

[@user-bt1ze5yw5l]

Heck you

[@pat14571]

Indians are among the best brains in the world. great work!!!

[@raadzeki1352]

To mingle ideas & create smith to brag about something he thinking for