MonkeyLearn

Text Analysis

Integrate the MonkeyLearn API with the OpenAI (ChatGPT) API

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

Classify Text with MonkeyLearn API on New File Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + MonkeyLearn
 
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Classify Text with MonkeyLearn API on New Fine Tuning Job Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + MonkeyLearn
 
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Classify Text with MonkeyLearn API on New Run State Changed from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + MonkeyLearn
 
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Extract Text with MonkeyLearn API on New File Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + MonkeyLearn
 
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Extract Text with MonkeyLearn API on New Fine Tuning Job Created from OpenAI (ChatGPT) API
OpenAI (ChatGPT) + MonkeyLearn
 
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New File Created from the OpenAI (ChatGPT) API

Emit new event when a new file is created in OpenAI. See the documentation

 
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New Fine Tuning Job Created from the OpenAI (ChatGPT) API

Emit new event when a new fine-tuning job is created in OpenAI. See the documentation

 
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New Run State Changed from the OpenAI (ChatGPT) API

Emit new event every time a run changes its status. See the documentation

 
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Classify Text with the MonkeyLearn API

Classifies texts with a given classifier. See the docs here

 
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Chat with the OpenAI (ChatGPT) API

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

 
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Extract Text with the MonkeyLearn API

Extracts information from texts with a given extractor. See the docs here

 
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Summarize Text with the OpenAI (ChatGPT) API

Summarizes text using the Chat API

 
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Upload Training Data with the MonkeyLearn API

Uploads data to a classifier. This component can be used to upload new data to a classifier, to update the tags of texts that have already been uploaded, or both. See the docs here

 
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Overview of MonkeyLearn

MonkeyLearn is a text analysis platform that employs machine learning to extract and process data from chunks of text. By leveraging the MonkeyLearn API on Pipedream, you can automate the categorization of text, extract specific data, analyze sentiment, and more, all in real-time. This enables the development of powerful custom workflows that can analyze customer feedback, automate email processing, or provide insightful analytics on textual data from various sources.

Connect MonkeyLearn

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import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    monkeylearn: {
      type: "app",
      app: "monkeylearn",
    }
  },
  async run({steps, $}) {
    const data = {
      "data": [
        "This is a great tool!",
      ]
    }
    
    return await axios($, {
      method: "post",
      url: `https://api.monkeylearn.com/v3/classifiers/cl_pi3C7JiL/classify/`,
      headers: {
        "Authorization": `Token ${this.monkeylearn.$auth.api_key}`,
        "Content-Type": `application/json`,
      },
      data,
    })
  },
})

Overview of OpenAI (ChatGPT)

OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:

Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:

Connect OpenAI (ChatGPT)

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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}`,
      },
    })
  },
})