Labels issues using OpenAI's Classification API powered by GPT-3 models!

Last update: Dec 21, 2022

Overview

OpenAI Issue Labeler 🤖

This GitHub action labels issues using OpenAI's Classification API powered by GPT-3 models! We are using curie as our completion model and ada as the search model.

It uses your existing labels and past GitHub issues to train a model that can predict the labels of new issues. When someone opens a new issue this action will automatically label it.

Requirements

You will need to sign up for the OpenAI API and get an OpenAI API Key.

Add this OpenAI API Key as a secret called OPENAI_API_KEY. See Creating encrypted secrets for a repository.

Usage

Create a workflow (eg: .github/workflows/labeler.yml). See Creating a Workflow file.

Default Workflow

name: "OpenAI Issue Labeler"
on:
  issues:
    types: [opened, edited]

jobs:
  triage:
    runs-on: ubuntu-latest
    steps:
      - uses: austenstone/openai-issue-labeler@v2
        with:
          openai-api-key: "${{ secrets.OPENAI_API_KEY }}"

That's it. Your issues are now labeled by powerful AI models! 🧠

Input Settings

Various inputs are defined in action.yml to let you configure the labeler. See the Classifications API reference for more information.

Name	Description	Default
openai‑api‑key	The OpenAI API key secret	N/A
token	Token to use to authorize label changes.	${{ github.token }}
temperature	Higher values mean the model will take more risks.	`0`
model	ID of the engine to use for completion. You can select one of ada, babbage, curie, or davinci.	`curie`
search‑model	ID of the engine to use for Search. You can select one of ada, babbage, curie, or davinci.	`ada`

How?

The model uses Labeled data to classify the new piece of data.

Inputs

All repository labels
Examples of past label usage
- Label description and label
- Issue title and label
- Issue body and label
A query to find a label for
- New Issue title
- New Issue body

Outputs

The label! It will be automatically added to your issue.

This workflow runs on this repo. Check out the issues and feel free to open a new one.

Example Issues

Known (Actual) Issues ⚠️

~~When issue body is greater than 4096 it causes an error with the OpenAI API.~~

Comments

Bump follow-redirects from 1.14.7 to 1.14.8
Bumps follow-redirects from 1.14.7 to 1.14.8.

Commits

3d81dc3 Release version 1.14.8 of the npm package.

62e546a Drop confidential headers across schemes.

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dependencies
opened by dependabot[bot] 1
Bump minimatch from 3.0.4 to 3.1.2
Bumps minimatch from 3.0.4 to 3.1.2.

Commits

699c459 3.1.2

2f2b5ff fix: trim pattern

25d7c0d 3.1.1

55dda29 fix: treat nocase:true as always having magic

5e1fb8d 3.1.0

f8145c5 Add 'allowWindowsEscape' option

570e8b1 add publishConfig for v3 publishes

5b7cd33 3.0.6

20b4b56 [fix] revert all breaking syntax changes

2ff0388 document, expose, and test 'partial:true' option

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dependencies
opened by dependabot[bot] 0
Bump @actions/core from 1.6.0 to 1.9.1
Bumps @actions/core from 1.6.0 to 1.9.1.

Changelog

Sourced from @actions/core's changelog.

1.9.1

Randomize delimiter when calling core.exportVariable

1.9.0

Added toPosixPath, toWin32Path and toPlatformPath utilities #1102

1.8.2

Update to v2.0.1 of @actions/http-client #1087

1.8.1

Update to v2.0.0 of @actions/http-client

1.8.0

Deprecate markdownSummary extension export in favor of summary

actions/toolkit#1072

actions/toolkit#1073

1.7.0

Added markdownSummary extension

Commits

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dependencies
opened by dependabot[bot] 0
Bump follow-redirects from 1.14.7 to 1.15.1
Bumps follow-redirects from 1.14.7 to 1.15.1.

Commits

62a551c Release version 1.15.1 of the npm package.

7fe0779 Use for ... of.

948c30c Fix redirecting to relative URL when using proxy

22e81fc Release version 1.15.0 of the npm package.

96a3947 Add headers to request details

24dcb20 Pass status & request details to beforeRedirect (#198)

7abae9b Test on Node 18.

79d0d8d refactor: replace deprecated String.prototype.substr() (#196)

13136e9 Release version 1.14.9 of the npm package.

2ec9b0b Keep headers when upgrading from HTTP to HTTPS.

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dependencies
opened by dependabot[bot] 0
Bump minimist from 1.2.5 to 1.2.6
Bumps minimist from 1.2.5 to 1.2.6.

Commits

7efb22a 1.2.6

ef88b93 security notice for additional prototype pollution issue

c2b9819 isConstructorOrProto adapted from PR

bc8ecee test from prototype pollution PR

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dependencies
opened by dependabot[bot] 0

Releases(v1.1)

v1.1(Sep 1, 2022)

This GitHub action labels issues using OpenAI's Classification API powered by GPT-3 models! We are using curie as our completion model and ada as the search model.

It uses your existing labels and past GitHub issues to train a model that can predict the labels of new issues. When someone opens a new issue this action will automatically label it.
Source code(tar.gz)
Source code(zip)
v2(Mar 9, 2022)

Removing the need to provide any token. We now use the token from the job ${{ github.token }}.
Source code(tar.gz)
Source code(zip)
v1(Jan 29, 2022)

This GitHub action labels issues using OpenAI's Classification API powered by GPT-3 models! We are using curie as our completion model and ada as the search model.

It uses your existing labels and past GitHub issues to train a model that can predict the labels of new issues. When someone opens a new issue this action will automatically label it.
Source code(tar.gz)
Source code(zip)

Owner

Austen Stone

Solutions Engineer @github

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