How to Integrate Bubble with Azure AI Search by Azure: Step-by-Step Guide

Learn how to seamlessly integrate Bubble with Azure AI Search by Azure in this step-by-step guide. Boost your app's search capabilities today!

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Why integrate Bubble with Azure AI Search by Azure

Azure AI Search, offered by Microsoft Azure, is an AI-powered cloud search service that enables developers to create rich search experiences over private, heterogeneous content in web, mobile, and enterprise applications. The service leverages AI capabilities to deliver more relevant and personalized search results to users.

 

Key Features

  • Full-Text Search: Supports advanced full-text search queries, including natural language processing, to deliver precise results.
  • AI-Enhancements: Utilize built-in cognitive skills or create custom skills to analyze and transform content.
  • Faceted Navigation: Provides users with the ability to refine search results through filters and facets.
  • Synonym Maps: Handles user queries by mapping synonyms to improve search accuracy.
  • Scalability: Easily scales to accommodate data growth and peak query loads.
  • Security: Manages and secures access to data with role-based access control, encryption, and other security features.
  • Custom Scoring Profiles: Allows customization of ranking profiles to tailor search relevance to business needs.
  • Multi-Language Support: Offers extensive language support to cater to global user bases.
  • Integration: Seamlessly integrates with other Azure services and platforms for a cohesive cloud ecosystem.

 

Why Integrate Azure AI Search with Bubble?

Integrating Azure AI Search with Bubble can significantly enhance the user experience of applications built on the Bubble platform. Here’s why:

  • Improved Relevance: With Azure AI's full-text search and synonym handling, users can find more relevant search results quickly.
  • Enhanced Performance: Azure AI Search provides fast search capabilities that can handle high query volumes and large datasets, ensuring optimal application performance.
  • Advanced Filtering: Faceted navigation and custom scoring profiles allow more refined and personalized search experiences for users.
  • Scalability: Applications on Bubble can scale effortlessly with Azure AI Search as the underlying search engine grows with your data.
  • Security: Utilizing Azure’s robust security features ensures that your data remains protected and compliant with industry standards.
  • AI Capabilities: Leverage AI-powered insights and transformations to offer richer, more intelligent search results.

 

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How to Integrate Bubble with Azure AI Search by Azure: Step-by-Step Guide

 

Setup Azure AI Search Service

 

  • First, you need to create an Azure AI Search resource in the Azure portal. Log in to the Azure portal and navigate to the "Create a resource" section.
  • Search for "Azure Cognitive Search" and select the relevant service.
  • Fill in the necessary details such as Subscription, Resource Group, and Service Name. Choose the appropriate pricing tier based on your needs.
  • Click "Review + create" and then "Create" to provision your Cognitive Search service.

 

Configure Azure Cognitive Search Index

 

  • Navigate to your newly created Azure Cognitive Search instance in the Azure portal.
  • In the left menu, select “Indexes” and then click on “+ Add Index”.
  • Define the index schema by specifying fields. For example:
    
    {
      "name": "my-index",
      "fields": [
        { "name": "id", "type": "Edm.String", "key": true, "sortable": true, "filterable": true },
        { "name": "title", "type": "Edm.String", "filterable": true, "sortable": true },
        { "name": "content", "type": "Edm.String" },
        { "name": "timestamp", "type": "Edm.DateTimeOffset", "filterable": true, "sortable": true }
      ]
    }
        
  • Click “Create” to generate the index.

 

Generate an Admin API Key

 

  • In your Azure Cognitive Search service page, go to the “Keys” section in the left menu.
  • Note down the Admin API Key provided, as you will need it for authentication in Bubble. This key is essential to perform operations on your search index.

 

Setup a Bubble Application

 

  • Log in to your Bubble account and create a new application or open an existing one.
  • Navigate to the “Plugins” tab in your Bubble editor.
  • Click “Add Plugins” and install the “API Connector” plugin.

 

Configure API Connector in Bubble

 

  • Go to the “Plugins” tab and click on the “API Connector” plugin.
  • Click “Add another API” and name it “Azure AI Search”.
  • Add a new API call by clicking “Add call”. Name this call “Search Index”.
  • For the API call configuration:
    • Set the URL to `https://.search.windows.net/indexes//docs?api-version=2021-04-30-Preview&search=*`. Replace `` and `` with your respective service and index names.
    • Set the method to `GET`.
    • Add a header with the name `api-key` and set the value to your Admin API Key from the Azure portal.
    • Click “Initialize call” to test the integration and ensure it is working properly. The response should show a sample of indexed documents.
  • Click “Save”.

 

Create a Search Workflow in Bubble

 

  • Open the Bubble editor and navigate to the page where you want to add search functionality.
  • Drag and drop an input element (e.g., search box) and a repeating group to display the search results.
  • Set up a workflow to trigger a search when the input value changes. For this, go to the "Workflow" tab and create a new event "When Input's value is changed".
  • In the workflow action, select the "Plugins" and then "Azure AI Search - Search Index". Configure this action to use the input's value as the search parameter.
  • Store the search results in a custom state or directly bind the repeating group to the search index API response.

 

Visualize Search Results

 

  • Configure the repeating group to display the fields from the search results, such as title and content.
  • Preview your Bubble app and test the search functionality by typing in the search box and observing the results in the repeating group.

 

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