Integrate the Slack API with the BigML API

Setup the Slack API trigger to run a workflow which integrates with the BigML API. Pipedream's integration platform allows you to integrate Slack and BigML remarkably fast. Free for developers.

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Popular Ways to Connect Slack with BigML#

Create Batch Prediction with BigML API on New Message In Channels (Instant) from Slack API

Slack + BigML

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Create Model with BigML API on New Message In Channels (Instant) from Slack API

Slack + BigML

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Create Source (Remote URL) with BigML API on New Message In Channels (Instant) from Slack API

Slack + BigML

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Send Message to Channel with Slack API on New Model Created from BigML API

BigML + Slack

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Send Message to Channel with Slack API on New Prediction Made from BigML API

BigML + Slack

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Popular Slack and BigML Triggers#

New Message In Channels (Instant) from the Slack API

Emit new event when a new message is posted to one or more channels

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New Model Created from the BigML API

Emit new event for every created model. See docs here.

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New Prediction Made from the BigML API

Emit new event for every made prediction. See docs here.

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New Channel Created (Instant) from the Slack API

Emit new event when a new channel is created.

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New Direct Message (Instant) from the Slack API

Emit new event when a message was posted in a direct message channel

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Popular Slack and BigML Actions#

Create Batch Prediction with the BigML API

Create a batch prediction given a Supervised Model ID and a Dataset ID. See the docs.

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Send Message to Channel with the Slack API

Send a message to a public or private channel. See the documentation

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Create Model with the BigML API

Create a model based on a given source ID, dataset ID, or model ID. See the docs.

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Build and Send a Block Kit Message with the Slack API

Configure custom blocks and send to a channel, group, or user. See the documentation.

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Create Source (Remote URL) with the BigML API

Create a source with a provided remote URL that points to the data file that you want BigML to download for you. See the docs.

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Overview of Slack#

The Pipedream Slack app enables you to build event-driven workflows that interact with the Slack API. Once you authorize the Pipedream app's access to your workspace, you can use Pipedream workflows to perform common Slack actions or write your own code against the Slack API.

The Pipedream Slack app is not a typical app. You don't interact with it directly as a bot, and it doesn't add custom functionality to your workspace out of the box. It makes it easier to automate anything you'd typically use the Slack API for, using Pipedream workflows.

Automate posting updates to your team channels
Create a bot to answer common questions
Integrate with your existing tools and services
And much more!

Connect Slack#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    slack: {
      type: "app",
      app: "slack",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://slack.com/api/users.profile.get`,
      headers: {
        Authorization: `Bearer ${this.slack.$auth.oauth_access_token}`,
      },
    })
  },
})

Overview of BigML#

The BigML API offers a suite of machine learning tools that enable the creation and management of datasets, models, predictions, and more. It's a powerful resource for developers looking to incorporate machine learning into their applications. Within Pipedream, you can leverage the BigML API to automate workflows, process data, and apply predictive analytics. By connecting BigML to other apps in Pipedream, you can orchestrate sophisticated data pipelines that react to events, perform analyses, and take action based on machine learning insights.

Connect BigML#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    bigml: {
      type: "app",
      app: "bigml",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://bigml.io/andromeda/source`,
      params: {
        username: `${this.bigml.$auth.username}`,
        api_key: `${this.bigml.$auth.api_key}`,
      },
    })
  },
})

Community Posts#

Airtable Webhooks with Slack + Pipedream

We love Airtable here at Pipedream. But Airtable lacks one killer feature — webhooks. We took advantage of Airtable’s Slack notifications and built a way to send webhooks to an HTTP endpoint every time a record is created or updated in a base. It takes 10 minutes to setup and it’s free.

Start for free — no credit card required

Watch a demo