Show HN: Ragnerock, an AI data analysis tool

1 sources1 storiesFirst seen 4/28/2026Score20Mixed Progress

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mmahowald27

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Even though you might have a set of techniques and tricks you like to use, how exactly you treat a particular source of data tends to be fairly bespoke, so you end up writing custom logic each time.Ragnerock was born from the observation that modern LLMs can be used to automate a lot of the grunt work involved in this process, while still allowing for fully customizable pipelines.

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What's more, by leveraging techniques like constrained decoding, it's possible to provide a unified query interface regardless of the data source - bridging raw data sources like text and images with your existing structured data living in your databases.Ragnerock has four main components:- A workflow designer that lets you build LLM-driven data processing and analysis pipelines- A job orchestration layer that runs those...

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