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.NET 8 ChatBot with
Azure OpenAI
Services
Hansamali Gamage
What is Open AI
• A safe and beneficial AI for man kind
• Understand and generate human like natural language
• Open AI models – ChatGPT, GPT-4, GPT-3.5, Whisper,
Dall-E, CLIP, MuseNet, Jukebox
• Microsoft Copilot – GPT-4 and Dall-E
What is Azure Open AI
• A service allows developers to integrate OpenAI
models to their applications
• Offers an integrated API to access the OpenAI models
• Different types of models like natural language
processing, Computer Vision and Speech detection
• Pre trained models with lot of data to leverage the
power of AI
• Can customize the pre trained model with minimal
coding
Azure OpenAI vs OpenAI
• Private Networking and Virtual networks
• Regional Availability
• Volume control
• AI content filtering
• Transition between two different platforms
Let’s Code 
• Create an Azure OpenAI resource
• Get Approval from Azure to use the service
• Create a Model
• Endpoint, key and the model deployments
• Create a chat bot
• Extract insights from a pdf file
Q & A
.NET 8 ChatBot with
Azure OpenAI
Services

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.NET 8 ChatBot with Azure OpenAI Services.pptx

  • 1. .NET 8 ChatBot with Azure OpenAI Services Hansamali Gamage
  • 2. What is Open AI • A safe and beneficial AI for man kind • Understand and generate human like natural language • Open AI models – ChatGPT, GPT-4, GPT-3.5, Whisper, Dall-E, CLIP, MuseNet, Jukebox • Microsoft Copilot – GPT-4 and Dall-E
  • 3. What is Azure Open AI • A service allows developers to integrate OpenAI models to their applications • Offers an integrated API to access the OpenAI models • Different types of models like natural language processing, Computer Vision and Speech detection • Pre trained models with lot of data to leverage the power of AI • Can customize the pre trained model with minimal coding
  • 4. Azure OpenAI vs OpenAI • Private Networking and Virtual networks • Regional Availability • Volume control • AI content filtering • Transition between two different platforms
  • 5. Let’s Code  • Create an Azure OpenAI resource • Get Approval from Azure to use the service • Create a Model • Endpoint, key and the model deployments • Create a chat bot • Extract insights from a pdf file
  • 7. .NET 8 ChatBot with Azure OpenAI Services

Editor's Notes

  1. ChatGPT – Language model trained by OpenAI GPT-4 – Safe and useful responses GPT-3.5 – Whisper - Automatic speech recognition system that transcribe and translate multiple languages Dall-E – OpenAI image generation model CLIP – Understand images and texts together MuseNet – AI model that generates music in various styles and genres Jukebox – AI model to generate music with lyrics and singing
  2. REST API access to Open AI services Have pre trained AI model to get use of the AI capabilities Also can create our own custom features on top of the pre configured AI model
  3. Both the services are from OpenAI technology Open AI had enhanced advanced AI models and technologies to process natural language We can integtate these features in our application to Identify voice commands, Check a picture and provide information about that With Azure, your communivcation to Open AI is secure, scalable and reliable