Aporia Documentation
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  • Welcome to Aporia!
  • 🤗Introduction
    • Quickstart
    • Support
  • 💡Core Concepts
    • Why Monitor ML Models?
    • Understanding Data Drift
    • Analyzing Performance
    • Tracking Data Segments
    • Models & Versions
    • Explainability
  • 🏠Storing your Predictions
    • Overview
    • Real-time Models (Postgres)
    • Real-time Models (Kafka)
    • Batch Models
    • Kubeflow / KServe
    • Logging to Aporia directly
  • 🚀Model Types
    • Regression
    • Binary Classification
    • Multiclass Classification
    • Multi-Label Classification
    • Ranking
  • 📜NLP
    • Intro to NLP Monitoring
    • Example: Text Classification
    • Example: Token Classification
    • Example: Question Answering
  • 🍪Data Sources
    • Overview
    • Amazon S3
    • Athena
    • BigQuery
    • Delta Lake
    • Glue Data Catalog
    • PostgreSQL
    • Redshift
    • Snowflake
  • ⚡Monitors
    • Overview
    • Data Drift
    • Metric Change
    • Missing Values
    • Model Activity
    • Model Staleness
    • New Values
    • Performance Degradation
    • Prediction Drift
    • Value Range
    • Custom Metric
  • 📡Integrations
    • Slack
    • JIRA
    • New Relic
    • Single Sign On (SAML)
    • Webhook
    • Bodywork
  • 🔑API Reference
    • Custom Metric Definition Language
    • REST API
    • SDK Reference
    • Metrics Glossary
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On this page
  • Setting up the Slack Integration
  • Sending Alerts to Slack
  • Tagging Users in Slack
  1. Integrations

Slack

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Last updated 2 years ago

You can integrate Aporia with Slack to receive alerts and notifications directly to your Slack workspace.

Integrations can be found in the "Integrations" page, accessible through the sidebar:

Setting up the Slack Integration

After clicking the Slack integration, you will be redirected to Slack, where you will need to allow Aporia to post to a channel in your Slack workspace:

Choosing a channel will redirect you back to Aporia:

You can then send a test message, or remove the integration, through the Slack integration page:

Sending Alerts to Slack

After setting up the Slack integration, you can configure monitors to send a message to your chosen slack channel when an anomaly is detected:

Tagging Users in Slack

You can easily tag users in the Slack notifications using an alert's custom description.

Get the user id from Slack:

Insert it in the custom description:

The user tag should be in the form of <@user_id>

Save the monitor.

Now, whenever you receive a Slack alert, the user will be tagged in the message:

📡
All Integrations
Authorize Slack Integration
Slack Success
Slack Manage
Slack in Monitor Config
Get Slack User ID
Alert Custom Description