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"Checking issues again... I really want to focus on developing new features, but I'm getting bogged down with reviews and responding to comments..."
Good news for engineers and project managers facing such challenges! By integrating GitHub with ChatGPT, you can automate the management of issues and pull requests, thereby improving work efficiency. For example, when a new issue is created, ChatGPT can analyze the content and automatically add appropriate comments, or generate summaries for pull requests to assist in explaining them to reviewers, enabling a smooth workflow without human intervention.
In this article, we will specifically introduce the automation flow that can be achieved by integrating GitHub with ChatGPT. If you're considering improving work efficiency, be sure to check it out!
By using Yoom, you can easily integrate GitHub and ChatGPT without any coding. Yoom provides templates for integrating GitHub and ChatGPT, so you can achieve integration immediately just by signing up, even without API knowledge.
By integrating GitHub with the ChatGPT API, you can automatically link GitHub data to ChatGPT!
For example, you can automatically perform data integration like the following without human intervention.
When an issue is created on GitHub, ChatGPT can automatically analyze it and add appropriate comments. This facilitates smooth initial responses and makes issue management easier. Additionally, consistent feedback using AI can improve information sharing within the team and lead to smoother communication!
When a pull request is created, ChatGPT automatically generates a summary and adds it as a comment for the reviewer. This automation is expected to improve review efficiency! Additionally, consistently adding summaries to comments can help reduce misunderstandings among reviewers.
Now, let's create a flow that integrates HubSpot and Google Calendar!
We will use Yoom to proceed with the integration of HubSpot and Google Calendar without any coding. If you do not have a Yoom account yet, please create one using this registration form.
[What is Yoom]
This time, when a GitHub Issue is created, we will analyze the content with ChatGPT and add comments!
The creation process is broadly divided into the following steps.
(1) After logging into Yoom, select "My Apps" from the left column and click "+ Add".
(2) From the list of Apps in My Apps, click on GitHub.
(3) Sign in with your account from the GitHub sign-in screen.
(4) Next, connect ChatGPT. Similarly, click on ChatGPT from the list of Apps in Yoom.
※ To execute actions with ChatGPT (OpenAI), you need to subscribe to OpenAI's paid API plan.
(Ensure payment can be made when the API is used) https://openai.com/ja-JP/api/pricing/
The use of ChatGPT's API is provided by OpenAI for a fee, and it is charged on a pay-as-you-go basis with tokens during API communication. Therefore, please be aware that an error will occur if payment cannot be made when using the API.
(5) From the "New ChatGPT Registration" screen, enter the account name and access token, and click "Add".
For information on how to obtain the account name and access token, please refer to the following site.
How to Register ChatGPT to My Apps
Once the connection is complete, GitHub and ChatGPT will be registered in Yoom's My Apps.
This completes the registration of My Apps.
Next, let's set up triggers using templates!
We will use the template introduced earlier.
Click "Try it" on the banner below to copy it.
Once copied, the template will be copied to your Yoom management screen as shown below, so press OK to proceed with the setup.
(1) Launch from the contact detail page using the Chrome extension trigger.
Click "Launch from Contact Detail Page" in the app trigger.
(2) From the "Select Linked Account and Action" screen on GitHub, verify that there are no errors in the account information linked to GitHub, keep the trigger action as "When a new issue is created," and click "Next."
(3) From the "API Connection Settings for App Trigger" screen, select the trigger activation interval.
Select the trigger activation interval from the dropdown: 5 minutes, 10 minutes, 15 minutes, 30 minutes, or 60 minutes.
※ Please note that the shortest trigger activation interval varies depending on the plan.
Scroll down, verify the red line, and enter the repository owner and repository name.
Once the input is complete, click "Test."
If the GitHub information is reflected in the output, the test is successful.
Click "Save" at the bottom and proceed to the next step!
(1) Next, integrate with ChatGPT to generate text.
Click "Generate Text."
(2) From the "Select Linked Account and Action" screen on ChatGPT, verify that there are no errors in the account information linked to ChatGPT, keep the action as "Generate Text," and click "Next."
(2) From the "API Connection Settings" screen, use the previously obtained output to input the message content.
The following are not mandatory fields. Please fill in the necessary fields.
The role determines the perspective from which GPT outputs responses when interacting with the user.
Once the input is complete, click "Test" at the bottom, and if no errors occur, click "Save."
The output value obtained here will be used in the next step!
(1) Next, integrate with GitHub to add a comment to an issue.
Click "Add Comment to Issue/Pull Request."
(2) From the "Select Linked Account and Action" screen on GitHub, verify that there are no errors in the account information linked to GitHub, keep the action as "Add Comment to Issue/Pull Request," and click "Next."
(3) From the "API Connection Settings" screen, enter the repository owner and repository name.
Re-enter the repository owner and repository name that you entered in step 3 (3).
Scroll down, and use the output to input the issue number and comment content.
Once the input is complete, click "Test" at the bottom, and if no errors occur, click "Save."
Well done! All settings are now complete.
Once the settings are complete, a menu like the one below will be displayed, so turn the trigger ON.
Try actually starting the flow bot and check if a comment is added after analyzing the content with ChatGPT when a GitHub issue is created!
By leveraging GitHub and ChatGPT APIs, various automations can be achieved.
You can register products on Shopify based on GitHub Issue information or automatically notify Microsoft Teams when a Pull Request is created on GitHub.
It is possible to organize form content with ChatGPT to automatically create drafts in WordPress, or to summarize form responses with ChatGPT and automatically notify Discord.
How was it? By integrating GitHub with ChatGPT, you can easily solve challenges such as "I want to manage issues more smoothly," "I want to reduce the burden of pull request reviews," and "I want to streamline operations to focus on development."
With the no-code tool Yoom, you can easily integrate GitHub and ChatGPT without any programming knowledge! If you're interested, create a free account first and see how it works for yourself. Registration takes just 30 seconds! You can experience automatic integration right away.
Why not aim for a smart way of working with optimal automation flows?
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