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Ep 18: LlamaIndex CEO Jerry Liu on Trends in LLM Applications
Manage episode 377380207 series 3495253
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
46 قسمت
Manage episode 377380207 series 3495253
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
46 قسمت
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