BrainModelKit

An open-source toolkit to simplify model development, evaluation, and analysis

A new way for AI to search for data

View on GitHub

1GitHub stars

Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 4802e2042f (2026-10-19).

Selected work

Celso Renato Quiroz Valle
@Celso-RQ-Valle

“fix bugs”. 6 files, 239 lines in src/brainmodelkit, tests, examples.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-19. Same terms as the repository. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: adapt with attribution

Example questions

Where does BrainModelKit handle “fix bugs”?
What does src/brainmodelkit do in BrainModelKit?

The prompt

Paste it into your AI agent. It clones Celso-RQ-Valle/BrainModelKit at the pinned commit and indexes it on your machine.

Search the GitHub repository Celso-RQ-Valle/BrainModelKit with XERJ (https://hub.xerj.org/corpus/celso-rq-valle--brainmodelkit).
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/Celso-RQ-Valle/BrainModelKit BrainModelKit && git -C BrainModelKit checkout 4802e2042f95cd15a90fe5d584af6ee8ce0d2d90
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./BrainModelKit --url http://127.0.0.1:9200 --prefix brainmodelkit --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: MIT. Keep the copyright notice and credit the authors.

Celso Renato Quiroz Valle API design and specification corpora

Selected work and consent: the XERJ registry.