BigML

Machine Learning made beautifully simple. A company-wide platform that runs in any cloud or on-premises to operationalize Machine Learning in your organization.

Integrate the BigML API with the OpenAI (ChatGPT) API

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

Chat with OpenAI (ChatGPT) API on New Model Created from BigML API
BigML + OpenAI (ChatGPT)
 
Try it
Chat with OpenAI (ChatGPT) API on New Prediction Made from BigML API
BigML + OpenAI (ChatGPT)
 
Try it
Summarize Text with OpenAI (ChatGPT) API on New Model Created from BigML API
BigML + OpenAI (ChatGPT)
 
Try it
Summarize Text with OpenAI (ChatGPT) API on New Prediction Made from BigML API
BigML + OpenAI (ChatGPT)
 
Try it
Classify Items into Categories with OpenAI (ChatGPT) API on New Model Created from BigML API
BigML + OpenAI (ChatGPT)
 
Try it
New Model Created from the BigML API

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

 
Try it
New Prediction Made from the BigML API

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

 
Try it
Create Batch Prediction with the BigML API

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

 
Try it
Chat with the OpenAI (ChatGPT) API

The Chat API, using the gpt-3.5-turbo or gpt-4 model. See docs here

 
Try it
Create Model with the BigML API

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

 
Try it
Summarize Text with the OpenAI (ChatGPT) API

Summarizes text using the Chat API

 
Try it
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.

 
Try it

Connect BigML

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
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}`,
      },
    })
  },
})

Overview of OpenAI (ChatGPT)

The OpenAI API is a powerful tool that provides access to a range of
high-powered machine learning models. With the OpenAI API, developers can
create products, services, and tools that enable humanizing AI experiences, and
build applications that extend the power of human language.

Using the OpenAI API, developers can create language-driven applications such
as:

  • Natural language understanding and sentiment analysis
  • Text-based search
  • Question answering
  • Dialogue systems and conversation agents
  • Intelligent text completion
  • Text summarization
  • Text classification
  • Machine translation
  • Language generation
  • Multi-factor authentication
  • Anomaly detection
  • Text analysis

Connect OpenAI (ChatGPT)

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    openai: {
      type: "app",
      app: "openai",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://api.openai.com/v1/models`,
      headers: {
        Authorization: `Bearer ${this.openai.$auth.api_key}`,
      },
    })
  },
})