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Open Source GenAI powered chat based Data Engineering tool - Ask On Data

Nov 18, 2024 - news.bensbites.com
Ask On Data is a revolutionary tool that allows users to interact with data through a chat-based interface, making data engineering tasks accessible to individuals of all backgrounds. The tool accelerates development, offering unparalleled speed in data engineering and a range of groundbreaking features that redefine the field. Users can seamlessly create, manage, and optimize Data Pipelines using an AI-powered chat interface, without the need to write code. This results in significant time and cost savings, with the potential for an 80% cost reduction compared to other data engineering tools.

The service is provided as a managed service model, eliminating concerns about infrastructure or maintenance. Users can access a comprehensive history of all actions performed on their data, gain insights into their data workflow, and preview data in real time. The tool also offers undo options for any changes made. Users can create end-to-end Data Pipelines and schedule them to run at specified frequencies. For more advanced control, users can write SQL, Python, or edit the YAML file. The tool supports various data sources, and custom data source support can be requested.

Key takeaways:

  • Ask On Data is an intuitive, chat-based interface that simplifies data engineering tasks for users of all backgrounds.
  • The tool accelerates development, providing unparalleled speed in data engineering and allows the creation, management, and optimization of Data Pipelines with an AI-powered chat interface.
  • Ask On Data offers a managed service model, eliminating concerns about infrastructure or maintenance, and provides a comprehensive history of all actions performed on your data, including real-time previews of data transformations.
  • The platform supports a variety of data sources, including flat files, API, Database, Data Lake & Data Warehouse, and log files, and offers significant cost savings compared to other Data Engineering tools.
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