Write JSON processor queries (jq) in natural language
Hey HN! Jaiqu is an AI agent for creating repeatable JSON transforms using jq query language syntax. Jaiqu translates complex JSON structures into repeatable jq queries. jq is a command line utility built for fast, reliable JSON queries. Jaiqu takes advantage of the LLMs for both constructing jq queries as well as using feedback to fix errors/invalid results if those queries are incorrect. Writing code to parse JSON is super annoying. It usually involves manually reading huge JSON balls, parsing the keys in a language of your choice, and pulling the data manually. Also, you're likely to…
Write JSON processor queries (jq) in natural language launched on March 31, 2024 with 38 votes, #1,044 of 4,270 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 2 years on.
In plain words
Jaiqu is an AI agent that converts natural language descriptions into jq queries for transforming JSON data. It helps users extract and restructure complex JSON without manually writing query syntax. The tool uses large language models to generate queries and iteratively fix errors based on feedback, addressing the tedium of manually parsing JSON structures and handling key mismatches across different data sources.
written from the facts on this page · September 2026
From the sources
Automatically reformat any JSON into any schema with AI - AgentOps-AI/Jaiqu
In the maker’s words, at launch
Hey HN! Jaiqu is an AI agent for creating repeatable JSON transforms using jq query language syntax. Jaiqu translates complex JSON structures into repeatable jq queries. jq is a command line utility built for fast, reliable JSON queries. Jaiqu takes advantage of the LLMs for both constructing jq queries as well as…
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