Create Embedding with xAI API on New Deal In Stage from HubSpot API

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New Deal In Stage from the HubSpot API

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Create Embedding with the xAI API

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Getting Started#

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

Select this integration
Configure the New Deal In Stage trigger
1. Connect your HubSpot account
2. Configure timer
3. Select a Pipeline
4. Select one or more Stages
Configure the Create Embedding action
1. Connect your xAI account
2. Select a Embedding Models
3. Configure Input
4. Optional- Configure Dimensions
5. Optional- Select a Encoding Format
6. Optional- Configure User
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 Deal In Stage on HubSpot

Description:Emit new event for each new deal in a stage.

Version:0.0.20

Key:hubspot-new-deal-in-stage

View on GitHub

HubSpot Overview#

The HubSpot API enables developers to integrate into HubSpots CRM, CMS, Conversations, and other features. It allows for automated management of contacts, companies, deals, and marketing campaigns, enabling custom workflows, data synchronization, and task automation. This streamlines operations and boosts customer engagement, with real-time updates for rapid response to market changes.

Trigger Code#

import common from "../common/common.mjs";
import { DEFAULT_LIMIT } from "../../common/constants.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  ...common,
  key: "hubspot-new-deal-in-stage",
  name: "New Deal In Stage",
  description: "Emit new event for each new deal in a stage.",
  version: "0.0.20",
  dedupe: "unique",
  type: "source",
  props: {
    ...common.props,
    pipeline: {
      propDefinition: [
        common.props.hubspot,
        "dealPipeline",
      ],
    },
    stages: {
      propDefinition: [
        common.props.hubspot,
        "stages",
        (c) => ({
          pipeline: c.pipeline,
        }),
      ],
    },
  },
  methods: {
    ...common.methods,
    async getTs(deal) {
      const { properties } = await this.hubspot.getDeal({
        dealId: deal.id,
        params: {
          includePropertyVersions: true,
        },
      });
      return properties.dealstage?.versions[0].timestamp;
    },
    emitEvent(deal, ts) {
      const {
        id,
        properties,
      } = deal;
      this.$emit(deal, {
        id: `${id}${properties.dealstage}`,
        summary: `${properties.dealname}`,
        ts,
      });
    },
    isRelevant(ts, updatedAfter) {
      return ts > updatedAfter;
    },
    getParams() {
      return null;
    },
    getStageParams(stage) {
      const filter = {
        propertyName: "dealstage",
        operator: "EQ",
        value: stage,
      };
      const filterGroup = {
        filters: [
          filter,
        ],
      };
      return {
        data: {
          limit: DEFAULT_LIMIT,
          filterGroups: [
            filterGroup,
          ],
          sorts: [
            {
              propertyName: "hs_lastmodifieddate",
              direction: "DESCENDING",
            },
          ],
        },
        object: "deals",
      };
    },
    async processDeals(params, after) {
      let maxTs = after || 0;
      const limiter = this._limiter();

      do {
        const results = await this._requestWithLimiter(
          limiter,
          this.hubspot.searchCRM.bind(this),
          params,
        );
        if (results.paging) {
          params.after = results.paging.next.after;
        } else {
          delete params.after;
        }

        for (const deal of results.results) {
          const ts = await this.getTs(deal);
          if (this.isRelevant(ts, after)) {
            this.emitEvent(deal, ts);
            if (ts > maxTs) {
              maxTs = ts;
              this._setAfter(ts);
            }
          }
        }
      } while (params.after);
    },
    async processResults(after) {
      for (const stage of this.stages) {
        const params = this.getStageParams(stage);
        await this.processDeals(params, after);
      }
    },
  },
  sampleEmit,
};

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
HubSpot	`hubspot`	`app`	This component uses the HubSpot app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Pipeline	`pipeline`	`string`	Select a value from the drop down menu.
Stages	`stages`	`string[]`	Select a value from the drop down menu.

Trigger Authentication#

HubSpot uses OAuth authentication. When you connect your HubSpot account, Pipedream will open a popup window where you can sign into HubSpot and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any HubSpot API.

Pipedream requests the following authorization scopes when you connect your account:

business-intelligencecrm.lists.readcrm.lists.writecrm.objects.companies.readcrm.objects.companies.writecrm.objects.contacts.readcrm.objects.contacts.writecrm.objects.deals.readcrm.objects.deals.writecrm.objects.quotes.readcrm.objects.quotes.writecrm.objects.owners.readcrm.schemas.companies.readcrm.schemas.companies.writecrm.schemas.contacts.readcrm.schemas.contacts.writecrm.schemas.deals.readcrm.schemas.deals.writecrm.schemas.quotes.readconversations.readcrm.importfilesformsforms-uploaded-filesintegration-syncoauthtimeline

About HubSpot#

HubSpot's CRM platform contains the marketing, sales, service, operations, and website-building software you need to grow your business.

Action#

Create Embedding on xAI

Description:Create an embedding vector representation corresponding to the input text. [See the documentation](https://docs.x.ai/api/endpoints#create-embeddings)

Version:0.0.2

Key:x_ai-create-embeddings

View on GitHub

Action Code#

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

export default {
  key: "x_ai-create-embeddings",
  name: "Create Embedding",
  description: "Create an embedding vector representation corresponding to the input text. [See the documentation](https://docs.x.ai/api/endpoints#create-embeddings)",
  version: "0.0.2",
  type: "action",
  props: {
    app,
    embeddingModel: {
      propDefinition: [
        app,
        "embeddingModel",
      ],
    },
    input: {
      propDefinition: [
        app,
        "input",
      ],
    },
    dimensions: {
      propDefinition: [
        app,
        "dimensions",
      ],
    },
    encodingFormat: {
      propDefinition: [
        app,
        "encodingFormat",
      ],
    },
    user: {
      propDefinition: [
        app,
        "user",
      ],
    },
  },

  async run({ $ }) {
    const response = await this.app.createEmbeddings({
      $,
      data: {
        dimensions: this.dimensions,
        encoding_format: this.encodingFormat,
        input: this.input,
        model: this.embeddingModel,
        user: this.user,
      },
    });
    $.export("$summary", "Successfully created embedding");
    return response;
  },
};

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
xAI	`app`	`app`	This component uses the xAI app.
Embedding Models	`embeddingModel`	`string`	Select a value from the drop down menu.
Input	`input`	`string[]`	Text input to be converted into an embedding
Dimensions	`dimensions`	`integer`	The number of dimensions the resulting output embeddings should have
Encoding Format	`encodingFormat`	`string`	Select a value from the drop down menu:`floatbase64`
User	`user`	`string`	A unique identifier representing your end-user, which can help xAI to monitor and detect abuse

Create Embedding with xAI API on New Deal In Stage from HubSpot API

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

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

Developers ♥ Pipedream

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