LlamaIndex Webinar: LLM Challenges in Production (w/ Mayo Oshin, AI Jason, Dylan from Starmorph)
Our cast includes:
– Mayo Oshin (@mayowaoshin, https://www.siennaianalytics.com/)
– AI Jason (@jasonzhou1993, https://www.youtube.com/@AIJasonZ)
– Dylan / Starmorph (@StarmorphAI, https://www.youtube.com/@starmorph)
We talk about the broad spectrum of LLM use cases and some of the biggest challenges that developers are facing in building/productionizing LLM apps, and how to solve them.
NOTE: apologies for the low resolution, we’ll look into a better recording option than Zoom going forward.
00:00 – Introduction
04:12 – LLM Use Cases
14:00 – LLM Pain Points and Challenges (Overview)
28:50 – Retrieval Pain Points
39:00 – Tools that an AI Engineer should have
43:54 – Benchmarks
50:00 – Tools Wishlist
56:07 – Are LLMs Overhyped
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