Complete Generative AI With Azure Cloud Open AI Services Crash Course

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. Code github: https://github.com/sunnysavita10/azureopenai Subscribe to Sunny YT Channel: @sunnysavita10 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 DALL-E 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 ------------------------------------------------------------------------------------------------- Support me by joining membership so that I can upload these kind of videos https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join ----------------------------------------------------------------------------------- ►GenAI on AWS Cloud Playlist: https://www.youtube.com/watch?v=2maPaQutcWs&list=PLZoTAELRMXVP8-wzKPtrRST3jNCprvMZj ►Llamindex Playlist: https://www.youtube.com/watch?v=1eym7BTnuNg&list=PLZoTAELRMXVNOWh1SDXt5NFujQMOt-CWy ►Google Gemini Playlist: https://www.youtube.com/watch?v=it0l6lx3qI0&list=PLZoTAELRMXVNbDmGZlcgCA3a8mRQp5axb&pp=gAQBiAQB ►Langchain Playlist: https://www.youtube.com/watch?v=4O1rs7mrNDo&list=PLZoTAELRMXVORE4VF7WQ_fAl0L1Gljtar&pp=gAQBiAQB ►Data Science Projects: https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&pp=iAQB ►Learn In One Tutorials Statistics in 6 hours: https://www.youtube.com/watch?v=LZzq1zSL1bs&t=9522s&pp=ygUVa3Jpc2ggbmFpayBzdGF0aXN0aWNz End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's Machine Learning In 6 Hours: https://www.youtube.com/watch?v=JxgmHe2NyeY&t=4733s&pp=ygUba3Jpc2ggbmFpayBtYWNoaW5lIGxlYXJuaW5n Deep Learning 5 hours : https://www.youtube.com/watch?v=d2kxUVwWWwU&t=1210s&pp=ygUYa3Jpc2ggbmFpayBkZWVwIGxlYXJuaW5n ►Learn In a Week Playlist Statistics:https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay Machine Learning : https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz Deep Learning:https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns NLP : https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn --------------------------------------------------------------------------------------------------- My Recording Gear Laptop: https://amzn.to/4886inY Office Desk : https://amzn.to/48nAWcO Camera: https://amzn.to/3vcEIHS Writing Pad:https://amzn.to/3OuXq41 Monitor: https://amzn.to/3vcEIHS Audio Accessories: https://amzn.to/48nbgxD Audio Mic: https://amzn.to/48nbgxD