Update clean_class.csv

clean_class.csv

@@ -1,4 +1,4 @@
-"speaker","time","text"
+speaker,time,text
 "Hamza Farooq","00:00:17","Awesome. Hey, everyone! Can you all hear me and see me? And Loki also see Loki? no. His name is Loki LO. Ki. Okay."
 "Hamza Farooq","00:00:29","everyone, those who don't know me. My name is Hamza. I have been an instructor for a few years, and I'll I'll give you more details about me as as we go through the class."
 "Hamza Farooq","00:00:43","I wanna first welcome you all for coming to the session. Thank you for signing up. There's some of you who have taken a course with me before. There's some who are new on. So I think what I'm gonna do is just wanna get a feel of the folks who are joining, so just use your thumbs up"
@@ -26,9 +26,7 @@
 "Batool Haider","00:04:30","Oh, hello, everybody! This is batul heather. I work as the head of AI for Travis. So before traviso. I served as an applied scientist for Amazon AI. For about 5 years and prior to that was working in a bunch of different companies. And I started all of this at Stanford. As a grad student as well as a research assistant. So glad to see all of you here"
 "Hamza Farooq","00:04:55","awesome, and you'll be seeing a lot of things that you know, batu will be involved in a lot of part parts of this course. She is. Gonna be publishing a lot about other things. Research projects also. So it'd be great to, you know. Reach out to her, connect with her."
 "Hamza Farooq","00:05:11","You'll you'll learn a lot from her. We have Kamal on our team. Kamal, recently joined our team. Kamal, you wanna introduce yourself?
-kanwalmehreen
-00:05:21
-Yeah, sure. So my name is Kabil and I recently joined Traversal as developer advocate. Ml. And so I also work as a technical content writer at Katyina gets for over 1.5 years nice to meet you all, and I hope that yeah, this go"
+"kanwalmehreen","00:05:21","Yeah, sure. So my name is Kabil and I recently joined Traversal as developer advocate. Ml. And so I also work as a technical content writer at Katyina gets for over 1.5 years nice to meet you all, and I hope that yeah, this go"
 "Hamza Farooq","00:05:42","awesome. We have also Dashl over here, Dashiell. It will be joining a little later, and he'll be leading one of the sessions, so he will join the team. So"
 "Hamza Farooq","00:05:53","it took almost 5 of us, and one month of Tom stop work to put together some of this. So please know, this is a lot of this is experimental. We're learning it as we go, but we will work with you to improve it and we'll try to. You know. Get your feedback and implement more things as we go."
 "Hamza Farooq","00:06:10","Now, this is the money slide. Ii call this the money side, because this is our major overview of what we intend to cover in this."
@@ -84,12 +82,8 @@ Yeah, sure. So my name is Kabil and I recently joined Traversal as developer adv
 "Hamza Farooq","00:14:47","This is this is the great power of about the course that we have, building it it up as we go. So we'll take your feedback and say, Hey, can you add this, or you know, so we'll evaluate that part. So code as you mentioned, and I will sort of look into it again, having a team helps kamal and batul, and all the folks on Dashi on the call. They'd be helping us, you know, build the course so we will work on that"
 "Kurt Lozier","00:15:11","awesome. Thank you."
 "Hamza Farooq","00:15:12","Thank you. Alright. I think we have. Dashi here, Dasha, do you want to give an intro about yourself? We missed you earlier on.
-darshil
-00:15:19
-Yeah, sure, sure. Hey, it's nice to meet you all. I'm Darschil, and I'm currently pursuing masters in computer science from Santa Clara University. I have about 3 to 4 years of experience with artificial intelligence machine learning, computer vision and Lp, and I've been working with thumbs since more than a year now. He was a professor at Santa Clara University for one of the course, and that's where we met about a year ago, and since then we have been working together on different projects.
-darshil
-00:15:49
-Nice to meet you."
+"darshil","00:15:19","Yeah, sure, sure. Hey, it's nice to meet you all. I'm Darschil, and I'm currently pursuing masters in computer science from Santa Clara University. I have about 3 to 4 years of experience with artificial intelligence machine learning, computer vision and Lp, and I've been working with thumbs since more than a year now. He was a professor at Santa Clara University for one of the course, and that's where we met about a year ago, and since then we have been working together on different projects.""
+"darshil","00:15:49", "Nice to meet you."
 "Hamza Farooq","00:15:51","Awesome. So if there's any problem, your life is falling apart. Just message. Make your life easier. Okay, a few more things to cover, and we'll be on our way. This is the synchronous class. Please keep your video on as much as possible. See I'm I make this joke. This joke is getting old. I need to get a new joke, but we all have bad hair day"
 "Hamza Farooq","00:16:11","and you can see, as you know, I didn't make my hair today. But what I would love to do is have your video on so I can look at you. You can. You can give me your reactions if you read something. If you see something. This is just for us to interact. It helps me. Remember who you are. It helps with this research. That shows if you have your video on, you're able to concentrate better. Si, I'm looking at you for that. But the idea is that have your video on"
 "Hamza Farooq","00:16:40","is is just, I know sometimes you have to turn it off. I understand it's that we all have things to do, but it will be good to interact with you all, and just learn on your experience. And some of you have taken a class with me before. So you know what I'm what I mean, and how how we work"
@@ -280,13 +274,9 @@ Nice to meet you."
 "Hamza Farooq","00:44:04","Okay, I'm gonna pause here. Loki, you had a question."
 "Alok Abhishek","00:44:07","Probably I'm getting ahead here. But so there are 3 ways. I've seen this being done. One is like using Spacey, and all. Second one is the chain of thought, reacting, using agents."
 "Alok Abhishek","00:44:26","and third, one that I was doing was kind of few shots, prompting, using Llm to find these things. So in this force, or like, what's the best way to do it? Or what would you would be sharing? I hope there's a fourth way to do it."
-"Hamza Farooq","00:44:42","Dashi, I'm gonna go to you first, and then I come. I'll come to a lot of question.
-darshil
-00:44:49
-I think I have worked a lot on any arp with spacey and stuff. But what I believe is the way people search now is much more complex, and it's not something very easy to detect with any arp.
-darshil
-00:45:02
-So I think if you already have a better option like, we should obviously go with something like chain of thoughts, or even a simple prompt, which is focused on finding the correct entity for us would be much more. The only challenge with all of this would be the the latency factor. So we will also consider the latency factor in when we are building these things."
+"Hamza Farooq","00:44:42","Dashi, I'm gonna go to you first, and then I come. I'll come to a lot of question."
+"darshil","00:44:49","I think I have worked a lot on any arp with spacey and stuff. But what I believe is the way people search now is much more complex, and it's not something very easy to detect with any arp."
+"darshil","00:45:02","So I think if you already have a better option like, we should obviously go with something like chain of thoughts, or even a simple prompt, which is focused on finding the correct entity for us would be much more. The only challenge with all of this would be the the latency factor. So we will also consider the latency factor in when we are building these things."
 "Alok Abhishek","00:45:29","I also ask, because few short prompting becomes challenging in orchestrating. The next step is orchestrating, and it becomes like deterministic kind of thing. But if I go full on like agent framework, then I expose"
 "Alok Abhishek","00:45:44","it it to more hallucination, and answering like Canada airline, and whatever that they come up with in or like prompt injection thing where they can"
 "Alok Abhishek","00:45:55","ask. IP related questions and all that. So I was trying to figure out how to"
@@ -312,25 +302,16 @@ So I think if you already have a better option like, we should obviously go with
 "Hamza Farooq","00:48:44","that is called symmetrication."
 "Hamza Farooq","00:48:48","So what we'll do is I will spin up"
 "Hamza Farooq","00:48:51","a document mirror online whiteboard."
-"Hamza Farooq","00:48:56","Bye-bye.
-Ivan"
-"de Souza","00:49:01","It's it's this is very interesting. Because
-Ivan"
-"de Souza","00:49:06","when you talk about semantic caching is like a memory
-Ivan"
-"de Souza","00:49:11","like a memory of the context.
-Ivan"
-"de Souza","00:49:14","Yes, to be part of the same
-Ivan"
-"de Souza","00:49:18","universe. So if I'm talking about financial
-Ivan"
-"de Souza","00:49:25","discussion, and then I will talk about a place. Of course there is a bank
-Ivan"
-"de Souza","00:49:32","related to financial discussion. If there is the World Bank ready to apply?
-Ivan"
-"de Souza","00:49:39","Right? So yes, probably I will have different questions using the word bank. But for the first situation Bank is related to a financial discussion, and then Bank is related to a place
-Ivan"
-"de Souza","00:49:56","where I will visit. Have you stay right?"
+"Hamza Farooq","00:48:56","Bye-bye."
+"Ivan de Souza","00:49:01","It's it's this is very interesting. Because"
+"Ivan de Souza","00:49:06","when you talk about semantic caching is like a memory"
+"Ivan de Souza","00:49:11","like a memory of the context."
+"Ivan de Souza","00:49:14","Yes, to be part of the same"
+"Ivan de Souza","00:49:18","universe. So if I'm talking about financial"
+"Ivan de Souza","00:49:25","discussion, and then I will talk about a place. Of course there is a bank"
+"Ivan de Souza","00:49:32","related to financial discussion. If there is the World Bank ready to apply?"
+"Ivan de Souza","00:49:39","Right? So yes, probably I will have different questions using the word bank. But for the first situation Bank is related to a financial discussion, and then Bank is related to a place"
+"Ivan de Souza","00:49:56","where I will visit. Have you stay right?"
 "Hamza Farooq","00:50:02","So that's what it will do differently. Give me 1 s."
 "Hamza Farooq","00:50:07","you should all be able to see it. I'm gonna put module. One advanced Llm. Advanced Llm. Save. And what I'll do is"
 "Hamza Farooq","00:50:18","Anyone can view."
@@ -345,8 +326,7 @@ Ivan"
 "Hamza Farooq","00:51:19","I'm gonna try try this again."
 "Hamza Farooq","00:51:26","Caching is a technique in which you store previously asked questions."
 "Hamza Farooq","00:51:32","So when somebody asks a question."
-"Hamza Farooq","00:51:37","what is the capital?
-France?"
+"Hamza Farooq","00:51:37","what is the capital? France?"
 "Hamza Farooq","00:51:45","Right? Let's say you have a query when we ask that query."
 "Hamza Farooq","00:51:49","most systems, what they do is that they first check that question"
 "Hamza Farooq","00:51:55","in a database."