AI · alternatives · 2026
24 alternatives to Ask On Data
NLP based Data Engineering and ETL Tool
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Ask On Data launched in 2024; newer entries below may have overtaken it.
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Open Source GenAI powered chat based Data Engineering tool
2024 · askondata.com · its alternatives →
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- 3AA
2019 · askdata.com · its alternatives →
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Context Data▲179Data processing infra & ETL for generative AI applications
2024 · contextdata.ai · its alternatives →
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queryinside▲134Powerful AI-based data searching and system monitoring tool
2025 · queryinside.com · its alternatives →
- 12AN
2016 · blog.ayoungprogrammer.com · its alternatives →
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I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...
2024 · embedding.io · its alternatives →
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Athenic 2.0▲189Hey HN, I'm Jared. I’ve been building data tools since 2020. Polyture, then AskEdith, now Athenic: ask a question in natural language, get a chart/dashboard, then automate it. Connects to Postgres, Salesforce, Google Ads, whatever. To everyone that says "just link Claude to your db”: imagine the chaos of conflicting definitions and analysis that would show up in a business setting. Ask “what’s our revenue?” twice, two days apart or to a different model. There’s no guarantee that you’ll get the same results. Now imagine giving that to all of the non-technical users at your company. It's…
Jun 2026 · athenic.com · its alternatives →
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Ask data anything, charts, KPIs and insights in seconds
2023 · its alternatives →
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Hi HN community. We are excited to open source Dataherald’s natural-language-to-SQL engine today (https://github.com/Dataherald/dataherald). This engine allows you to set up an API from your structured database that can answer questions in plain English. GPT-4 class LLMs have gotten remarkably good at writing SQL. However, out-of-the-box LLMs and existing frameworks would not work with our own structured data at a necessary quality level. For example, given the question “what was the average rent in Los Angeles in May 2023?” a reasonable human would either assume the…
2023 · github.com · its alternatives →
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Allen NLP▲72An open-source NLP research library, built on PyTorch
2017 · allenai.org · its alternatives →
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I've built an advanced RAG (Retrieval-Augmented Generation) pipeline from scratch to demystify the complex mechanics of modern LLM-powered Question Answering systems. This repository features: -- An implementation of a sub-question query engine from scratch to answer complex user questions. -- Illustrative explanations that unveil the inner workings of the system. -- An analysis of the challenges I faced while working with the system, like prompt engineering and cost estimation. -- Qualitative comparison with similar frameworks like LlamaIndex, offering a broader perspective. Key Takeaway:…
2023 · github.com · its alternatives →
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How to think about data
2015 · amazon.com · its alternatives →
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Ask questions about your data in plain english
2023 · movinglake.com · its alternatives →
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It's not what you say, it's how you say it
2016 · soundcloud.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →