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Unsupervised Learning with Jacob Effron
Teknologi

Ep 18: LlamaIndex CEO Jerry Liu on Trends in LLM Applications

47 min•19 september 2023

Jacob and Pat sit down with LlamaIndex CEO Jerry Liu to discuss his motivations for building LlamaIndex, thoughts on building enterprise-ready LLM applications and agents, and when fine-tuning makes sense.

 

0:00 intro

1:02 the evolution of LlamaIndex

3:48 apps being built with LlamaIndex

6:39 making agents more effective

12:58 retrieval augmented generation

16:49 what’s the right level of abstraction for LlamaIndex?

19:42 balancing reasoning and knowledge

30:46 storage for embeddings

36:03 underutilized features of LlamaIndex

40:38 over-hyped/under-hyped

 

With your co-hosts:

@ericabrescia

- Former COO Github, Founder Bitnami (acq’d by VMWare)

@patrickachase

- Partner at Redpoint, Former ML Engineer LinkedIn

@jacobeffron

- Partner at Redpoint, Former PM Flatiron Health

@jordan_segall

- Partner at Redpoint

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