https://github.com/andostronaut/emotive-ai

Sentiment and emotion analysis cli that uses machine learning and natural language processing to identify and classify emotions in text data
https://github.com/andostronaut/emotive-ai

ai cli emotion-analysis machine-learning natural-language-processing sentiment-analysis text typescript

Last synced: about 9 hours ago
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Sentiment and emotion analysis cli that uses machine learning and natural language processing to identify and classify emotions in text data

• Host: GitHub
• URL: https://github.com/andostronaut/emotive-ai
• Owner: andostronaut
• License: mit
• Created: 2023-04-12T12:06:09.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-07-10T20:04:48.000Z (about 1 year ago)
• Last Synced: 2024-10-04T10:46:17.622Z (1 day ago)
• Topics: ai, cli, emotion-analysis, machine-learning, natural-language-processing, sentiment-analysis, text, typescript
• Language: TypeScript
• Homepage: https://www.npmjs.com/package/emotive-ai
• Size: 400 KB
• Stars: 5
• Watchers: 2
• Forks: 0
• Open Issues: 10
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# EmotiveAI

![build](https://github.com/iamando/emotive-ai/workflows/build/badge.svg)

![license](https://img.shields.io/github/license/iamando/emotive-ai?color=success)

![npm](https://img.shields.io/npm/v/emotive-ai)

![release](https://img.shields.io/github/release-date/iamando/emotive-ai)

Sentiment and emotion analysis cli that uses machine learning and natural language processing to identify and classify emotions in text data

![Demo](docs/demo.png)

## Setup

Get your MONKEY_LEARN_API_KEY and MONKEY_LEARN_MODEL_ID from [MonkeyLearn](https://monkeylearn.com/signup/)

> You'll have to create a account and use the trial mode just to test it

Set your API_KEY and MODEL_ID:

```bash

emotive-ai config ui # to use ui prompt directly

emotive-ai config set MONKEY_LEARN_API_KEY= # for api key

emotive-ai config set MONKEY_LEARN_MODEL_ID= # for model

```

## Usage

Recommended

```bash

npx emotive-ai 

```

Using global installation

```bash

npm install -g emotive-ai # npm

yarn add global emotive-ai # yarn

emotive-ai 

```

## Example

```bash

emotive-ai hello guys

```

> 😄 : Positive with 65.81% of confidence

> A positive sentiment tag indicates that the sentiment of a piece of text is generally positive.This could mean that the text expresses a favorable opinion, conveys happiness or excitement, or generally has a positive tone.

```bash

emotive-ai its really a bad day

```

> 😢 : Negative with 93.82% of confidence

> A negative sentiment tag indicates that the sentiment of a piece of text is generally negative. This could mean that the text expresses a critical opinion, conveys sadness or disappointment, or generally has a negative tone.

## Support

EmotiveAI is an MIT-licensed open source project. It can grow thanks to the sponsors and support by the amazing backers.

## License

EmotiveAI is [MIT licensed](LICENSE).