Search Points with Qdrant API on New Download Counts from npm API

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New Download Counts from the npm API

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Search Points with the Qdrant API

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Getting Started#

This integration creates a workflow with a npm trigger and Qdrant action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Download Counts trigger
1. Connect your npm account
2. Configure timer
3. Select a Period
4. Optional- Configure Package
Configure the Search Points action
1. Connect your Qdrant account
2. Select a Collection Name
3. Configure Vector
4. Optional- Configure Points Filter
5. Optional- Configure Search Limit
6. Optional- Configure With Payload
7. Optional- Configure With Vector
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

New Download Counts on npm

Description:Emit new event with the latest count of downloads for an npm package. [See the documentation](https://github.com/npm/registry/blob/main/docs/download-counts.md).

Version:0.1.0

Key:npm-download-counts

View on GitHub

Trigger Code#

import app from "../../npm.app.mjs";

export default {
  key: "npm-download-counts",
  name: "New Download Counts",
  description: "Emit new event with the latest count of downloads for an npm package. [See the documentation](https://github.com/npm/registry/blob/main/docs/download-counts.md).",
  version: "0.1.0",
  type: "source",
  props: {
    app,
    db: "$.service.db",
    timer: {
      type: "$.interface.timer",
      description: "One day interval time is recommended because NPM only update metrics once a day. [See the documentation](https://github.com/npm/registry/blob/main/docs/download-counts.md#data-source).",
      default: {
        intervalSeconds: 60 * 60 * 24,
      },
    },
    period: {
      type: "string",
      label: "Period",
      description: "Select last-day, last-week or last-month.",
      optional: false,
      default: "last-day",
      options: [
        "last-day",
        "last-week",
        "last-month",
      ],
    },
    packageName: {
      type: "string",
      label: "Package",
      description: "Enter an npm package name. Leave blank for all",
      optional: true,
    },
  },
  methods: {
    getDownloadCounts({
      period, packageName, ...args
    } = {}) {
      const basePath = `/downloads/point/${encodeURIComponent(period)}`;
      return this.app.makeRequest({
        path: packageName
          ? `${basePath}/${encodeURIComponent(packageName)}`
          : basePath,
        ...args,
      });
    },
  },
  async run({ timestamp: ts }) {
    const {
      getDownloadCounts,
      period,
      packageName,
    } = this;

    const response = await getDownloadCounts({
      period,
      packageName,
    });

    this.$emit(response, {
      id: ts,
      summary: `New Download Count ${response.downloads}`,
      ts,
    });
  },
};

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
npm	`app`	`app`	This component uses the npm app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`	One day interval time is recommended because NPM only update metrics once a day. See the documentation.
Period	`period`	`string`	Select a value from the drop down menu:`last-daylast-weeklast-month`
Package	`packageName`	`string`	Enter an npm package name. Leave blank for all

Trigger Authentication#

The npm API does not require authentication.

About npm#

Node package manager

Action#

Search Points on Qdrant

Description:Performs a semantic search on the Qdrant collection.

Version:0.0.2

Key:qdrant-search-points

View on GitHub

Qdrant Overview#

Qdrant - https://qdrant.tech/ is a high-performance vector search-engine/database.

Action Code#

import app from "../../qdrant.app.mjs";
import utils from "../../common/utils.mjs";
import { QdrantClient } from "@qdrant/js-client-rest";

export default {
  key: "qdrant-search-points",
  name: "Search Points",
  description: "Performs a semantic search on the Qdrant collection.",
  type: "action",
  version: "0.0.2",
  props: {
    app,
    collectionName: {
      propDefinition: [
        app,
        "collectionName",
      ],
    },
    vector: {
      optional: false,
      propDefinition: [
        app,
        "vector",
      ],
    },
    filter: {
      propDefinition: [
        app,
        "filter",
      ],
    },
    limit: {
      type: "integer",
      label: "Search Limit",
      description: "The maximum number of points to return.",
      optional: true,
      default: 10,
    },
    withPayload: {
      propDefinition: [
        app,
        "withPayload",
      ],
    },
    withVector: {
      propDefinition: [
        app,
        "withVector",
      ],
    },
  },
  methods: {
    searchPoints(collectionName, {
      vector, filter, limit, withPayload, withVector,
    }) {

      const client = new QdrantClient(this.app.getCredentials());

      return client.query(collectionName, {
        filter,
        limit,
        query: vector,
        with_payload: withPayload,
        with_vector: withVector,
      });

    },
  },
  async run({ $: step }) {
    const {
      collectionName, vector, filter, withPayload, withVector, limit, searchPoints,
    } = this;

    const response = await searchPoints(
      collectionName,
      {
        vector: utils.parseVector(vector),
        filter: utils.parse(filter),
        limit: parseInt(limit),
        withPayload,
        withVector,
      },
    );

    step.export("$summary", "Successfully searched the collection");

    return response.points;
  },
};

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
Qdrant	`app`	`app`	This component uses the Qdrant app.
Collection Name	`collectionName`	`string`	Select a value from the drop down menu.
Vector	`vector`	`string[]`	The vector embeddings.
Points Filter	`filter`	`object`	Filter to apply in queries. Documentation`
Search Limit	`limit`	`integer`	The maximum number of points to return.
With Payload	`withPayload`	`boolean`	Whether to include the payload in the response.
With Vector	`withVector`	`boolean`	Whether to include the vector in the response.

Action Authentication#

Qdrant uses API keys for authentication. When you connect your Qdrant account, Pipedream securely stores the keys so you can easily authenticate to Qdrant APIs in both code and no-code steps.

To retrieve your API Key and URL,

Navigate to your Qdrant account and sign in
Go to “Dashboard” > “Data Access Control”
Hit "Create"

Your API Key will be displayed alognside a curl command. Extract the URL from the curl command displayed, e.g. for

curl -X GET 'https://1234.cloud.qdrant.io:6333'  --header 'api-key: x'

the URL is https://1234.cloud.qdrant.io:6333'.

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Popular Triggers#

New Download Counts from the npm API

Emit new event with the latest count of downloads for an npm package. See the documentation.

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New Package Version from the npm API

Emit new event when a new version of an npm package is published. See the documentation

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Deletes one or more points by ID/filter in a Qdrant collection.

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Get Points with the Qdrant API

Get points by IDs from a collection.

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Search Points with the Qdrant API

Performs a semantic search on the Qdrant collection.

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Upsert Point with the Qdrant API

Adds a point to the Qdrant collection.

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a b c d e f g h i j k l m n o p q r s t u v w x y z #

Search Points with Qdrant API on New Download Counts from npm API

Pipedream makes it easy to connect APIs for Qdrant, npm and 2,400+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

Getting Started#

Details#

Trigger#

Trigger Code#

Trigger Configuration#

Trigger Authentication#

About npm#

Action#

Qdrant Overview#

Action Code#

Action Configuration#

Action Authentication#

About Qdrant#

More Ways to Connect Qdrant + npm#

Other Popular Integrations#

Popular Triggers#

Popular Actions#

Explore Other Apps#

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Search Points with Qdrant API on New Download Counts from npm API

Pipedream makes it easy to connect APIs for Qdrant, npm and 2,400+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

1-24of2,400+apps by most popular

1
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24
of
2,400+
apps by most popular