Streamline your team's workflow and improve issue resolution with this automated pipeline. This pipeline continuously monitors GitHub for issues tagged as "bug" π or "enhancement" βοΈ, sends alerts to a Slack channel with detailed issue information, and generates an AI-based response with potential solutions. By integrating GitHub, Slack, and Cohere AI, your team can stay informed and resolve issues faster and more efficiently.
π Pipeline Overview
- Monitor GitHub: Keep track of issues labeled as "bug" or "enhancement" in your repository.
- Notify Slack: Alert your Slack channel with key details about the detected issue.
- Generate AI Suggestions: Use AI to generate a suggested solution to the issue.
- Share AI Response: Send the AI-generated response back to the Slack channel for team review.
-
GitHub Monitor Issues (
github-monitor-issues
):- Type: GitHub Component
- Task:
TASK_LIST_ISSUES
- Function: Scans the repository for issues with specific labels.
-
Slack Notify Issues (
slack-notify-issues
):- Type: Slack Component
- Task:
TASK_WRITE_MESSAGE
- Function: Sends an alert to a specified Slack channel when an issue is found.
-
AI Generate Response (
ai-generate-response
):- Type: Cohere Component
- Task:
TASK_TEXT_GENERATION_CHAT
- Function: Creates a detailed AI-generated solution to the issue.
-
Slack Send AI Suggestion (
slack-send-ai-suggestion
):- Type: Slack Component
- Task:
TASK_WRITE_MESSAGE
- Function: Shares the AI-generated response in the Slack channel.
Check out the visual representation of this workflow:
Explore and test this pipeline in the Instill AI demo playground: GitHub Issues to Slack Pipeline Demo
- Comprehensive Integration: Easily integrate various data sources and applications like GitHub and Slack into a seamless pipeline.
- AI-Powered Automation: Leverage AI capabilities to generate intelligent responses, speeding up your workflow.
- User-Friendly Platform: Instill AI offers an intuitive interface and pre-built components that make building and managing pipelines a breeze.
- Scalable Solutions: Whether youβre a small team or a large enterprise, Instill AI scales to fit your needs.
Learn more about how Instill AI can transform your workflows:
Variable | Description | Format | UI Order |
---|---|---|---|
repository_owner |
The owner (username or organization) of the GitHub repository. | string | 1 |
repository_name |
The name of the GitHub repository to monitor. | string | 2 |
slack_channel_name |
The Slack channel where incident notifications will be sent. | string | 3 |
Before running the pipeline, ensure you have added the following secrets to your Instill AI project:
github-access-token
: GitHub API token withrepo
orread:org
permissions.slack-bot-token
: Slack bot token withchat:write
permission.cohere
: Cohere API key for AI text generation.
Use the Instill AI Pipeline Playground to execute the pipeline. Input the necessary variables (repository_owner
, repository_name
, slack_channel_name
) and ensure the secrets are correctly configured.
- Monitor: The pipeline starts by monitoring the specified GitHub repository for issues labeled "bug" or "enhancement."
- Notify: If an issue is detected, it triggers a Slack notification containing the issue details.
- AI Generate: The AI component produces a response with detailed suggestions for resolving the issue.
- Send AI Response: The generated response is sent back to Slack for your team to review and take action.
- Permissions: Make sure your GitHub token has the necessary permissions (
repo
orread:org
). - Slack Authorization: Your Slack bot token should include the
chat:write
permission. - Customization: You can customize the Cohere AI response settings as needed to better fit your use case.
Elevate your team's productivity and issue management with this fully automated, integrated pipeline, turning issue tracking and resolution into a seamless process.