diff --git a/qdrant-landing/content/blog/building-llm-powered-applications-in-production-hamza-farooq-vector-space-talks-006.md b/qdrant-landing/content/blog/building-llm-powered-applications-in-production-hamza-farooq-vector-space-talks-006.md
index a3a739b9c..1bc0c8c1f 100644
--- a/qdrant-landing/content/blog/building-llm-powered-applications-in-production-hamza-farooq-vector-space-talks-006.md
+++ b/qdrant-landing/content/blog/building-llm-powered-applications-in-production-hamza-farooq-vector-space-talks-006.md
@@ -7,7 +7,7 @@ short_description: Hamza Farooq discusses the future of LLMs, complex search, an
description: Hamza Farooq presents the future of large language models, complex
search, and copilot, discussing real-world applications and the challenges of
implementing these technologies in production.
-preview_image: /blog/from_cms/hamza-farooq.png
+preview_image: /blog/from_cms/hamza-farooq-cropped.png
date: 2024-01-09T12:16:22.760Z
author: Demetrios Brinkmann
featured: false
@@ -28,7 +28,7 @@ Hamza Farooq, an accomplished educator and AI enthusiast, is the founder of Trav
-
+
## Top Takeaways:
@@ -72,68 +72,28 @@ In this episode, Hamza presents the future of large language models and complex
## Transcript:
Demetrios:
Yes, we are live. So what is going on? Hamza, it's great to have you here for this edition of the Vector Space Talks.
-
-Demetrios:
Let's first start with this. Everybody that is here with us right now, great to have you.
-
-Demetrios:
Let us know where you're dialing in from in the chat and feel free over the course of the next 20 - 25 minutes to ask any questions as they.
-
-Demetrios:
Come up in the chat.
-
-Demetrios:
I'll be monitoring it and maybe jumping.
-
-Demetrios:
In in case we need to stop.
-
-Demetrios:
Hunts at any moment. And if you or anybody you know would like to come and give a presentation on our vector space talks, we are very open to that. Reach out to me either on discord or LinkedIn or your preferred method of communication.
-
-Demetrios:
Maybe it's carrier Pigeon.
-
-Demetrios:
Whatever it may be, I am here and ready to hear your pitch about.
-
-Demetrios:
What you want to talk about. It's always cool hearing about how people are building with Qdrant or what they.
-
-Demetrios:
Are building in this space. So without further ado, let's jump into this with my man Hamza. Great to have you here, dude.
-Hamza Farooq:
-Thank you for having me. It's an honor.
+Hamza Farooq: Thank you for having me. It's an honor.
-Demetrios:
-You say that now. Just wait. You don't know me that well. I guess that's the only thing. So let's just say this. You're doing some incredible stuff.
-
-Demetrios:
+Demetrios: You say that now. Just wait. You don't know me that well. I guess that's the only thing. So let's just say this. You're doing some incredible stuff.
You're the founder of Traversaal.ai.
-
-Demetrios:
You have been building large language models in the past, and you're also a professor at UCLA. You're doing all kinds of stuff.
-
-Demetrios:
And that is why I think it.
-
-Demetrios:
Is my honor to have you here with us today. I know you've got all kinds of fun stuff that you want to get.
-
-Demetrios:
Into, and it's really about building llm powered applications in production.
-
-Demetrios:
You have some slides for us, I believe. So I'm going to kick it over.
-
-Demetrios:
To you, let you start rocking, and in case anything comes up, I'll jump.
-
-Demetrios:
In and stop you from going too.
-
-Demetrios:
Far down the road.
Hamza Farooq:
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