truequery

The data standard that makes your AI coding agent better at data work

A new way for AI to search for data
View on GitHub
10GitHub stars

Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 189a7cd724 (2026-11-01).

Selected work

Chandrahas
@chandrahas-reddy

“0.1.2: check the SQL inside Python files”. 14 files, 2,522 lines in plugin, tests.

Licence

The repository

Apache-2.0

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

Apache-2.0, with credit

The author agreed by email on 2026-11-02. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

ai-agentsanalyticsclaude-codedata-engineeringdata-qualitydbtsqlanalytics-engineering

Example questions

The prompt

Paste it into your AI agent. It clones Analytically-ai/truequery at the pinned commit and indexes it on your machine.

Search the GitHub repository Analytically-ai/truequery with XERJ (https://hub.xerj.org/corpus/analytically-ai--truequery).
Run these in a shell, in order, and check each result before the next:
1. xerj --help  (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh
2. git clone https://github.com/Analytically-ai/truequery truequery && git -C truequery checkout 189a7cd724184faa94401d8b6bcb5121e82495f3
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./truequery --url http://127.0.0.1:9200 --prefix truequery --progress plain
5. xerj autoindex map --url http://127.0.0.1:9200
Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt
Licence: Apache-2.0. Keep the copyright notice and credit the authors.

Related

Selected work and consent: the XERJ registry.