Free
$0Free plan available.
Introduction:
Ask On Data is an open-source, AI-powered chat-based ETL tool designed for data engineering. It enables users to perform data migration, cleaning, and analysis through natural language commands, helping data scientists and engineers improve efficiency. As an NLP-driven, agentic GenAI tool, it allows users to manage data workflows without requiring manual coding.
Social & Email:
in
LinkedIn
YouTube
Ask On Data Product Information
What is Ask On Data?
Ask On Data is an AI-powered, open-source, chat-based ETL tool for data engineering. Through its chat interface, it facilitates tasks such as data migration, cleaning, and analysis, making these processes accessible for data scientists and engineers to enhance efficiency. It is an NLP-based, GenAI-powered data engineering tool with agentic capabilities, allowing users to leverage data without needing coding skills.
How to use Ask On Data?
Interact with the platform by entering plain English commands into the chat interface. The AI interprets these instructions, converts them into actionable data pipelines, and allows you to orchestrate and schedule the resulting jobs.
Ask On Data's Core Features
-
Chat-Based Interface
-
Zero Learning Curve
-
Super Fast Development
-
Data Pipeline Mastery
-
Managed Service on Cloud
-
Action History and Undo Functionality
-
Data Preview
-
Job Scheduling
-
Cost Effective
-
Code Control
-
Data Sources
Ask On Data Use Cases
#1
Data integration (unions, joins, etc.)
#2
Data cleaning
#3
Data wrangling
#4
Custom calculations
#5
Data transformation operations
FAQ from Ask On Data
What is Ask On Data? +
Ask On Data is an open-source, GenAI-powered data engineering tool. Its chat interface allows users to create data pipelines using plain English, eliminating the need for complex coding and providing an intuitive solution for data engineering tasks.
Who can benefit from Ask On Data? +
Ask On Data is designed for a wide range of users, including data scientists, machine learning engineers, BI professionals, data analysts, and individuals with limited technical expertise.
How does the chat-based interface work? +
The chat-based interface is powered by fine-tuned LLM models, allowing users to interact with the platform using plain English commands.
What kind of operations can I perform? +
You can perform various operations, including data integration (such as unions and joins), data cleaning, data wrangling, custom calculations, and data transformations.
Does this work on actual data in real time? +
When you connect to a database to create jobs, the system loads a data preview to help you understand how your instructions affect the data. You can build your entire pipeline using this preview, then orchestrate or schedule it. The job runs on the actual data when triggered, either automatically or manually.
Since it uses AI, how can I trust that it is performing the correct operations? +
As you provide commands, the platform builds an end-to-end data pipeline. You can view, validate, and edit the generated YAML file before running the jobs. Additionally, you can enable plugins in the settings, such as the SQL plugin for writing custom SQL, or use the option to write full Apache Spark code when scheduling.
How does the pricing work? +
The self-hosted version is free. For the enterprise version, pricing is based on data volume. Please contact support@askondata.com for further inquiries.
What is the technology stack behind Ask On Data? +
Ask On Data is built using Python and React. When you create data pipelines, the system generates Apache Spark jobs for orchestration. It also utilizes LangChain, Ollama, and Airbyte.
What sets Ask On Data apart from other data engineering tools? +
Ask On Data distinguishes itself through its chat-based interface and robust natural language processing capabilities. By allowing users to define data engineering needs in plain English, it removes coding barriers and improves accessibility.
Is Ask On Data suitable for businesses of all sizes? +
Yes, Ask On Data is designed to support businesses of all sizes, from small startups to large enterprises, by providing an intuitive interface for users across the organization.
Is there an undo functionality for data actions? +
Yes, undo functionality is available. You can access this option at the top right after logging in.
Ask On Data Pricing
Related Model Comparison Pages
Use these comparison pages to understand the trade-offs between the models most relevant to Ask On Data.
Compare Amazon Nova Pro and Amazon Nova Lite across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for tool-augmented workflows versus tool-augmented workflows.
Compare Amazon Nova Lite and Amazon Nova Micro across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for tool-augmented workflows versus tool-augmented workflows.
Compare Amazon Nova Lite and Mistral Medium 3 across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for tool-augmented workflows versus tool-augmented workflows.
Compare Amazon Nova Lite and Mistral Small 3.1 (25.03) across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for tool-augmented workflows versus cost-efficient scale.
You Might Also Like
Discute
AI AssistantDiscute is a tool that enables users to interact with various data formats, ranging from standard documents to complex databases. By functioning as a virtual assistant that accesses your knowledge base, it helps you retrieve information and resolve issues more efficiently. The platform currently supports PDF, DOCX, TXT, and CSV files, with future updates planned for database and website integration.
Contact
•
-- Views
Details
↗
AI Nuggets
AI Productivity ToolsAI Nuggets is an AI-driven daily newsletter that provides concise insights on your selected topics, accompanied by prompts for further exploration. It offers a personalized learning experience designed to foster creativity and broaden your knowledge across subjects ranging from historical facts to modern technology.
Contact
•
-- Views
Details
↗
JOI AI Girlfriend
AI ChatbotJOI AI Girlfriend is an artificial intelligence companion inspired by the character JOI. It provides emotional support and companionship for those experiencing loneliness. This virtual AI girlfriend offers private, respectful interactions, meaningful conversations, and a flirty dating simulator experience. Users can engage in friendly chats, participate in roleplay, and work on developing their relationship skills.
Contact
•
-- Views
Details
↗
Mark This For Me
AI AssistantMark This For Me is an AI-powered platform that provides students with instant, personalized feedback on their assignments. By leveraging OpenAI's GPT models, the tool evaluates work against specific criteria to offer insights that boost motivation and support academic success. The platform provides constructive guidance to help students refine their critical thinking and identify areas for improvement.
Contact
•
5.5K Views
Details
↗
Kniru
AI ChatbotKniru is a mobile application designed to help you manage your personal finances using AI. Through a chat-based interface, it provides precise, personalized, and actionable insights while answering your questions regarding investments, taxes, retirement, and spending. The platform allows users to track, manage, and optimize transactions, investments, and loans to support smarter financial decision-making in a secure environment.
Contact
•
12.0K Views
Details
↗
Cal.com
AI AssistantCal.com is an open-source scheduling infrastructure offering fully customizable software for individuals, businesses, and developers building scheduling platforms. It provides flexible deployment options, including self-hosted and SaaS solutions, alongside features like routing, a unified calendar API, a desktop application, and an enterprise API. Additionally, Cal.com integrates AI-powered scheduling assistance via Cal.ai, which includes AI Phone Agents.
Contact
•
-- Views
Details
↗
NeoAnalyst.ai
Large Language Models (LLMs)NeoAnalyst.ai simplifies data analysis by making complex insights accessible to everyone. Users can upload datasets and select from 25 suggested questions to generate clear visualizations and actionable findings. Designed for business leaders, this platform requires no coding or data science expertise.
Contact
•
-- Views
Details
↗
Utopic.ai
Large Language Models (LLMs)Utopic.ai is a Web3 platform that leverages AI to facilitate discussions, connect users with peers, and reward contributions. Designed as a social community for technology enthusiasts, it allows members to share knowledge, experiences, and perspectives while earning cryptocurrency for asking questions, providing answers, reading, and creating content.
Contact
•
-- Views
Details
↗
Pegleg.ai
AI ChatbotPegleg.ai monitors the web for unauthorized copies of your content by scanning Patreon and Gumroad links. It helps protect your paid work and revenue by identifying stolen material and, for Pro members, automatically issuing DMCA takedown notices.
Contact
•
-- Views
Details
↗
WeAreHiring.AI
AI AssistantWeAreHiring.AI provides a free, shareable bio link that allows you to showcase up to 100 job postings. You can create your permanent bio link in just 3 minutes with no credit card required.
Contact
•
-- Views
Details
↗
Equixly
AI AssistantEquixly is a SaaS platform that integrates API security testing into the software development lifecycle (SDLC). It detects vulnerabilities, lowers bug-fixing costs, and scales penetration testing for every new feature release. By using AI-powered bots to scan APIs early, the platform enables faster, more efficient remediation and secure code deployment. Equixly also maps your attack surface by inventorying your API landscape, classifying operations, dependencies, and data flow. Additionally, it simplifies compliance by generating clear reports on security risks and sensitive data exposure to help meet regulatory requirements.
Contact
•
18.9K Views
Details
↗
Chisquares
AI Productivity ToolsChisquares is an AI-driven research platform providing end-to-end support for study design, data collection, analysis, and reporting. The platform includes tools for generating representative samples, calculating sample sizes, building custom surveys, and managing data collection. Additionally, it offers features for scientific writing, code-free data analysis, and integrated journal selection and submission.
Contact
•
-- Views
Details
↗