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LATENT SPACE Prediction Open · timeframe Oct 2028
Liu: Developers will eventually fine-tune new factual knowledge into LLMs
“That's one of those things where I think long-term, you definitely can. I think some people say you can't. I disagree. I think you definitely can. Just right now, I haven't gotten into work yet.”
Jerry Liu Oct 12, 2023 ▶ 29:53 RAG is a hack - with Jerry Liu of LlamaIndex
LATENT SPACE Prediction Not checkable as stated
Liu: The final state for personalized AI memory will not be RAG
“I think a lot of people have thoughts about that, but, like, for what it's worth, I don't think the final state will be ragged. I think it will be some, like, fancy algorithm or architecture where you, like, bake it into, like, the architecture of the model it…”
Jerry Liu Oct 12, 2023 ▶ 1:10:29 RAG is a hack - with Jerry Liu of LlamaIndex
LATENT SPACE Prediction Not checkable as stated
Liu: Fine-tuned LLMs will become the primary scalable evaluation solution
“No, but these models will get better and you'll probably fine tune a model to be a better judge. I think that's probably what's going to happen. So I'm like reasonably bullish on this because I don't think there's really a good alternative beyond you just huma…”
Jerry Liu Oct 12, 2023 ▶ 1:06:00 RAG is a hack - with Jerry Liu of LlamaIndex
MAD Assertion Contradicted
Liu: Uber and Instabase use LlamaIndex for enterprise data applications
“We've seen people build these workflows at different settings from, for instance, like hacks on projects at startups building, for instance, like track GPT, like, plugin over, like, your Slack or your Notion all the way to kind of, like, bigger companies, for …”
Jerry Liu Jul 12, 2023 ▶ 26:58 Building LlamaIndex: Jerry Liu on Scaling Retrieval-Augmented AI
LATENT SPACE Assertion Not checkable as stated
Liu: 90% of users ask how to improve LLM app performance
“Honestly, 90% of users I talk to have questions about how to improve the performance of their app.”
Jerry Liu Oct 12, 2023 ▶ 37:08 RAG is a hack - with Jerry Liu of LlamaIndex
MAD Assertion Supported
Liu: LlamaHub features over 100 community-contributed data loaders
“And so these days, like Lama Hub is a very rich repository of, like, you know, the hundred plus, like, different data loaders from all different services and formats, and it's growing, like, every day.”
Jerry Liu Jul 12, 2023 ▶ 15:39 Building LlamaIndex: Jerry Liu on Scaling Retrieval-Augmented AI
MAD Assertion Supported
Liu: LlamaIndex enables data querying in three or four lines of code
“Because in about three or four lines of code, you can load data and just it index it and then query it.”
Jerry Liu Jul 12, 2023 ▶ 21:17 Building LlamaIndex: Jerry Liu on Scaling Retrieval-Augmented AI
MAD Assertion Supported
Liu: OpenBB integrated LlamaIndex as its natural language layer
“OpenBB, which is the open source, like financial analysis tool, and they recently incorporated Lama Index as a natural language layer to help power, like their, basically, open source Bloomberg vibe, right?”
Jerry Liu Jul 12, 2023 ▶ 27:48 Building LlamaIndex: Jerry Liu on Scaling Retrieval-Augmented AI
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