Jerry Liu - What is LlamaIndex, Agents & Advice for AI Engineers

[@lawrencium_Lr103]

So relatable, particularly initial over-reach and problem discovery. Solution depth is incredible. What an amazing human.

[@alejandro_ao]

he really is

[@thangluu9287]

AweSome!. Thanks for sharing by Jerry Liu and Alejandro.

[@alejandro_ao]

he is such an interesting person. so great talking to him

[@GregPeters1]

As always, great content!

[@alejandro_ao]

you're the best

[@RealEstate3D]

Glad I subscribed earlier. I would be interested in the node part which seems to be the out of the box advantage versus Langchain. And the router with the retriever selection also is a great concept!

[@johnini]

great talk!!

[@littlestaurt10]

[@alejandro_ao]

maybe i should change the thumbnail 😓

[@rifkyuntara6112]

@@alejandro_ao more clickbait

[@alejandro_ao]

@@rifkyuntara6112 i'm trying to make it more clickable 😅, not super good at it!

[@walberc]

Congrats. Awesome vídeo

[@alejandro_ao]

i appreciate it!

[@Cygx]

You can use specialized models for unstructured data extraction for a fraction of the cost

[@alejandro_ao]

llamaparse is free for up to 1000 pages / day

[@esyjournal]

Fantastic content

[@alejandro_ao]

Much appreciated :)

[@Taskade]

Great stuff, always a pleasure hearing Jerry Liu speak from LlamaIndex! Hope you check out our new multi-agents and AI teams release! :)

[@zuowang5185]

20:00 Is anyone able to find the link to the original RAG paper?

[@alejandro_ao]

i believe it is this one: Lewis, Patrick, et al. "Retrieval-augmented generation for knowledge-intensive nlp tasks." Advances in Neural Information Processing Systems 33 (2020): 9459-9474. arxiv.org/abs/2005.11401

[@zuowang5185]

@@alejandro_ao nice, my boss is the author of that paper

[@alejandro_ao]

@@zuowang5185 let's have him on the podcast!

[@zuowang5185]

Is Notion beating Atlassian Confluence?

[@alejandro_ao]

for what i have seen, smaller companies use notion a lot. but the bigger ones who have been using jira for years stick to confluence. but my experience is in the french market, so i´m not sure about elsewhere

[@mswinds]

LlamaIndex vs LangChain?

[@alejandro_ao]

i use both. you can't go wrong with either of them, I would say. and both communities are amazing. llamaindex has been doubling down on data parsing. you can use llama for document loading and langchain for the generation workflow. that's a great synergy

[@mumbaevans]

LlamaParse is okay with tables but struggles with intricate mathematical formulas. Guess its hard to do formulas for everyone.