Mage AI

Mage AI

Freemium

Open-source data pipeline builder with AI helpers.

Launched 2022-04-25

About Mage AI

Mage AI is a modern data pipeline tool that combines the simplicity of notebooks with the power of Airflow, plus AI helpers for SQL and Python. Teams pick it because open-source and notebook-style pipelines.

Things to keep in mind: smaller community than airflow.

Mage AI is a freemium tool and launched on 2022-04-25. It sits in the Coding and Automation space and is best used to Build a data pipeline, Cleanup messy CSVs.

Pricing

Pricing model
Freemium
Currency
USD
Payment options
Monthly / Annual / Contract
Price
$0
Billing options
Free forever
Features included
  • Self-hosted data pipeline builder
  • Community support
  • Core AI-assisted features

Features

  • IDE / editor integration
    Built-in support for ide / editor integration — used for build a data pipeline.
  • Multi-language autocomplete
    Built-in support for multi-language autocomplete — used for build a data pipeline.
  • Inline chat for code
    Built-in support for inline chat for code — used for build a data pipeline.
  • Repo-aware context
    Built-in support for repo-aware context — used for build a data pipeline.

Pros

  • Open-source
  • Notebook-style pipelines
  • Built-in data quality checks

Cons

  • Smaller community than Airflow
  • Cloud pricing climbs fast
  • Limited connectors vs. Airbyte

AI Models used

The foundation models that power Mage AI under the hood.

OpenAI GPT-4OpenAI

Powers AI-assisted code generation and natural language understanding for pipeline creation and data transformation suggestions.

OpenAI EmbeddingsOpenAI

Enables semantic search and similarity matching for data schema discovery and pipeline component recommendations.

Categories

Coding
Automation

Best use cases

Build a data pipeline
Cleanup messy CSVs

Frequently Asked Questions

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