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Ask On Data

Productivity

Ask On Data is an AI-powered, open-source chat-based ETL tool for data engineering. Via chat, it enables tasks like data migration, cleaning, and analysis, making it accessible for data scientists and engineers to enhance efficiency effortlessly.

About Ask On Data

Ask On Data is an open-source data engineering tool that uses a chat-based AI interface to help users build, manage, and schedule data pipelines without coding. It is designed for both technical and non-technical users, supporting tasks such as data migration, cleaning, transformation, and analysis. The platform offers features like real-time data previews, undo functionality, and options for manual code editing in SQL, YAML, or Python. Ask On Data is available as a free self-hosted solution, a limited free managed cloud version, and an enterprise managed cloud plan with broader database support and scheduling. Pricing for the enterprise plan is available upon request.

Best for: data engineers, data analysts, data scientists, business analysts, BI users, organizations of all sizes

Key features

  • Allows users to create and manage data pipelines through a chat-based AI interface.
  • Provides real-time data previews for each transformation step.
  • Supports job scheduling for automated pipeline execution.
  • Offers manual code editing in SQL, Python, and YAML for advanced control.
  • Integrates with various data sources including flat files, APIs, databases, and data lakes.

Use cases

  • Building and automating ETL pipelines using natural language commands.
  • Performing data cleaning, wrangling, and transformation tasks without coding.
  • Previewing and validating data transformations before committing changes.

Pros

  • No coding required for most data engineering tasks.
  • Undo functionality for data actions.

Limitations

  • Free managed cloud plan supports only Excel & CSV (5MB limit) and lacks job scheduling.

Screenshots

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