--- title: Qdrant slug: qdrant description: How to integrate Qdrant with Make.com image: https://make-cxp-documentation.ams3.digitaloceanspaces.com/apps-center-icons/PREVIEW_qdrant.png createdAt: 2025-12-16T13:33:56.433Z --- | :inlineImage[]{src="https://make-cxp-documentation.ams3.digitaloceanspaces.com/apps-center-icons/qdrant.png" alt="Qdrant logo" caption size="50" width="512" height="512"} | Qdrant is a vector database for storing and searching embeddings, enabling similarity search and AI-powered applications. Integrating Qdrant with Make.com allows users to automate workflows involving vector search, AI recommendations, and real-time data enrichment using embeddings. | | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | :::hint{type="warning"} This is AI-generated content based on official Qdrant documentation. The content may contain mistakes. Please verify important information. If you have questions on vendor documentation, contact [Qdrant](https://qdrant.tech/documentation/support/) directly. ::: # Requirements To use the Qdrant app in Make, you must have an active account and an API Key, [create your account on Qdrant](https://qdrant.tech/). For subscription, refer to the [Qdrant pricing page](https://qdrant.tech/). # Connect Qdrant and Make To get started, you must first create a connection between Qdrant and Make, allowing the two services to communicate. ::::WorkflowBlock :::WorkflowBlockItem **Obtain your API Key in your Qdrant account** ::: :::WorkflowBlockItem **Create the connection in Make.** ::: :::: ## Obtain your API Key in your Qdrant account Before you create the connection in Make, you should first obtain your **API Key** in your Qdrant account. To obtain your **API Key **: ::::WorkflowBlock :::WorkflowBlockItem Navigate to the** Cloud Dashboard**. ::: :::WorkflowBlockItem Navigate to the** Cluster Detail Page** for your desired cluster. ![](https://make-cxp-documentation.ams3.cdn.digitaloceanspaces.com/apps-center-screenshots/qdrant_API_Key) ::: :::WorkflowBlockItem Click the** API Keys section**. ::: :::WorkflowBlockItem Click** Create**. ::: :::WorkflowBlockItem Enter a name and optional expiration for the** API key**. ::: :::WorkflowBlockItem Select any desired permissions or collections as needed. ::: :::WorkflowBlockItem Click** Create**. ::: :::WorkflowBlockItem Copy the** API key** displayed in the modal. ::: :::: You will use this value while creating a connection in Make. Because the UI might have changed, the steps you see on your screen might be different, [check the vendor documentation for updates.](https://qdrant.tech/documentation/cloud/authentication/#create-database-api-keys) ## Create the connection in Make :::::WorkflowBlock ::::WorkflowBlockItem [[Log in in your Make](https://www.make.com/en/register) account](https://www.make.com/en/register), add the Qdrant module to your scenario, and click **Create a connection. ** :::hint{type="info"} If you add a module with an instant tag, click **Create a webhook**, then **Create a connection.** ::: :::: :::WorkflowBlockItem *Optional: *In the **Connection name** field, enter a name for the connection. ::: :::WorkflowBlockItem Enter the **authentication credentials** you copied from your Qdrant account or follow the on-screen instructions to create the connection. ::: ::::: For detailed information on connecting an application, see **[Connect an application](docId\:SO88FM6pkT0G-adKDDfzZ)** page. # Qdrant modules After connecting to the Qdrant app, you can choose from a list of available modules to build your scenarios. :::ExpandableHeading ### Delete Points Removes specific data points from a selected collection. ::: :::ExpandableHeading ### Get Points Fetches individual data points from a specified collection. ::: :::ExpandableHeading ### Make an API Call Executes a custom API request to the connected service using your authorized credentials. ::: :::ExpandableHeading ### Search Points Finds and returns the vectors in a collection that are most similar to a given input vector. ::: :::ExpandableHeading ### Upload a Point Uploads a single data point to a specified collection in your database. ::: # Templates You can look for more templates in [Make's template gallery](https://www.make.com/en/templates), where you'll find thousands of pre-created scenarios. # Qdrant resources You can have access to more resources related to this app on the following links - [Qdrant topics on Make community](https://community.make.com/search?q=Qdrant) - [Qdrant website](https://qdrant.tech/) - [Qdrant API documentation](https://qdrant.github.io/qdrant/redoc/index.html) - [Qdrant page on make](https://www.make.com/en/integrations/qdrant) *** :::CtaButton{label="Get started for free" externalHref="https://www.make.com/en/register" openInNewTab="true"} :::