Tag: Azure

ChatGPT – Insights

Hi Folks,

In this modern era where AI/ML is ruling the world and automating all the possible day to day activities done by a human, in this blog article, let’s talk about the latest buzz word since November 2022. i.e. ChatGPT.

So, what is ChatGPT, why its has become so much popular?

Officially ChatGPT stands for Generative PreTrained Transformer, it’s an AI-powered chatbot created by OpenAI. ChatGPT was fine-tuned on top of GPT-3.5 using supervised learning as well as reinforcement learning using Microsoft’s neural network technology. Open AI’s Chat GPT uses powerful machine learning algorithms to generate coherent and natural-sounding responses for user queries. To some extent, its giving a tough competition to its competitor Google Deep Mind Sparrow. The differences between the two can be found here.

The AI race between Microsoft and Google has definitely been ignited. Microsoft’s recent $10 billion investment into OpenAI, the startup behind their popular Chat GPT chatbot, has increased competition for AI supremacy.

Ok, that’s all the sleek intro. Let’s see how to work on this Chat GPT.

It can be accessed here…

Once you click on the above link, you need login either with your Google or Microsoft credentials. You will be presented with below screen.

In the text box available at the bottom, you can enter your input for ChatGPT to search and get back the result to you.

I have just tried entering how we can integrate Open AI’s ChatGPT and Power Automate and results are pretty much shown in a manner which is easier to understand as below.

The interesting part compared to Power Platform’s Power Virtual Agents is that ChatGPT has the capability to record the previous responses used under the login which is a great enhancement. So with this, the problems can be analyzed and solutions can be generated. By the way, the GPT-3 model, in particular, is 175 billion parameters in size, making it the largest language model ever trained.

In the upcoming blogs, I will try to elaborate how Chat GPT can be used for Power Platform real world scenarios and how we can integrate with Power Automate step by step…. Till then stay tuned…and keep rocking….

Cheers,

PMDY

Azure API Management(APIM) for Power Platform

Hi Folks,

In today’s world, all the modern software applications use API for the front end to communicate with the backend systems, so lets see as it is very important for every developer working on Azure and API’s. Basically this is a PAAS Service from Azure. Follow along if you would like to know more details on this.

In short APIIM is a hybrid and multi cloud platform used to manage complete API life cycle. Azure API Management is made up of an API gateway, a management plane, and a developer portal.

  • Caching response to improve performance
  • Limit the number of API Calls
  • Security API and providing access
  • Interface to test API calls
  • API Analytics
  • Package related API Services
  • Transforms your API’s without
  • API Gateway is the first point of contact for any requests for your API which will route your requests to the appropriate backends. Imposes additional security restrictions with the help of JWT tokens and other certificates. Responses can be cached so that the API response could be faster.
  • Emits logs, metrics, and traces for monitoring, reporting, and troubleshooting
  • API Management are highly configurable, with control over URL mapping, query and path parameters, request and response content, and operation response caching.
  • Groups helps to provide conditional viewing capabilities.
  • Policy can help to change the behavior of an API without any code changes, this is well suited for your production API’s.

Also its easy to integrate API Management with all the other Azure Service available in the market.

Now lets go into the hands on by creating an APIIM simply from Azure.

Go to Home – Microsoft Azure and search for APIIM and select API Management services and click on Create.

Input all the details, it was pretty self explanatory, coming to the pricing tier you could select based on your project needs and use case. Click on Review and Create and then Create.

It will take few minutes for the deployment to complete and you can use it.

The below Power point slide presentation is complete resource which can help you with all your queries related to Azure API Management.

Grand Tour of Azure API Management

grand-tour-of-azure-api-managementDownload

I hope this gives you a bit of introduction to Azure API Management, now lets see how you can use this in your Power Platform Solutions.

For this, once your API ready, all you have do is to export your API’s from Azure API Management to your Power Platform Environment. With this the citizen developers can unleash the capabilities of Azure where the API’s are developed by professional developers. With this capability, citizen developers can use the Power Platform to create and distribute apps that are based on internal and external APIs managed by API Management.

Steps to follow would be as below:

All you need to do is to create a custom connector for your API which can be used in Power Platform like Power Apps, Power Automate etc.

  1. Navigate to your API Management service in the Azure portal.
  2. In the menu, under APIs, select Power Platform.
  3. Select Create a connector.
  4. In the Create a connector window, do the following:
    1. Select an API to publish to the Power Platform.
    2. Select a Power Platform environment to publish the API to.
    3. Enter a display name, which will be used as the name of the custom connector.
    4. Optionally, if the API doesn’t already require a subscription, select Create subscription key connection parameter.
    5. Optionally, if the API is protected by an OAuth 2.0 server, provide details including Client ID, Client secret, Authorization URL, Token URL, and Refresh URL.
  5. Select Create.

Once the connector is created, navigate to your Power Apps or Power Automate environment. You will see the API listed under Data > Custom Connectors.

Custom connector in Power Platform

I hope this will give you a complete picture about API Management in Azure…if you have any further queries, don’t hesitate to comment here…

Cheers,

PMDY