Azure OpenAI Service provides access to OpenAI's powerful large language models such as ChatGPT, GPT, Codex, and Embeddings models. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio.
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Timestamp:
00:00:00 Introduction
00:01:00 Introduction of Mentor
00:01:38 Overview of the Syllabus
00:03:30 Azure AI Service Introduction
00:09:44 Differences between Azure Open AI API and Open AI API
00:14:23 Creating Azure Open AI Resource
00:29:04 Model Deployment
00:41:00 Using DALLE for Image Generation
00:49:06 Chat Completion API using Python SDK with Azure Open AI Client
00:52:58 Creating QA Chatbot Using Own Custom Dataset
01:07:45 Audio or video to text using whisper model
01:20:10 Function Calling using Azure Open AI API
01:23:52 Function Calling implementation using python
01:50:04 Finetuning using Azure Open AI model
02:09:35 Introduction of Azure AI Studio
02:24:23 Creating Custom RAG chatbot using Azure AI Studio
02:29:50 Setting up flask for Custom RAG Chatbot
02:36:38 RAG Architecture Explain
02:48:17 Deployment of RAG Chatbot Application using Azure AI studio

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