[DevFest 2023] Deep Dive into Google AI Studio (By Mashhood Rastgar)
Mashhood Rastgar's workshop on Google AI Studio and his in-depth knowledge sharing on LLMs.
Mashhood focused on how to make AI, especially GenAI, more useful and efficient in the education sector of Pakistan along with targeting some key challenges when it comes to tackling the models at hand.
More about the speaker:
LinkedIn: / mashhoodr
X (Twitter): / mashhoodr
Slides: https://speakerdeck.com/gdglahore/dee...
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Facebook: / gdglahore
X (Twitter): / gdglahore
00:00 Introduction
03:02 Why AI in Education?
06:26 Understanding Generative AI
12:48 What is a LLM?
15:32 High level overview of prompts
16:50 What are tokens?
18:51 What are parameters?
20:33 Context windows
24:03 Temperature
25:22 How to make LLMs answer questions?
26:15 Multi-modal capabilities
27:25 Hallucinations in LLMs
28:44 Open source models
31:54 Google AI Studio Demo
40:37 Building RAG pipelines
44:32 GenAI resources
45:09 QnA
50:33 Conclusion