MLOpsLite

MLOpsLite is a lightweight, open-source, self-hosted MLOps platform for data versioning, experiment tracking, model registry, deployment…

A new way for AI to search for data

View on GitHub

1GitHub stars

TypeScript, Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 133ebc3aef (2026-10-20).

Selected work

Youssef Laaroussi
@Youssef-Laaroussi

“add rate limiting, authentication middleware, and update fronte…”. 10 files, 369 lines in apps/web, apps/api.

Licence

The repository

Apache-2.0

Checked by a person at the pinned commit.

The XERJ corpus

Apache-2.0, with credit

The author agreed by email on 2026-10-22. 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

What does apps/web do in MLOpsLite?

The prompt

Paste it into your AI agent. It clones Youssef-Laaroussi/MLOpsLite at the pinned commit and indexes it on your machine.

Search the GitHub repository Youssef-Laaroussi/MLOpsLite with XERJ (https://hub.xerj.org/corpus/youssef-laaroussi--mlopslite).
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/Youssef-Laaroussi/MLOpsLite MLOpsLite && git -C MLOpsLite checkout 133ebc3aefca5dbdd349408786ecd372f5d4d795
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./MLOpsLite --url http://127.0.0.1:9200 --prefix mlopslite --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.

Youssef Laaroussi Operations and SRE corpora

Selected work and consent: the XERJ registry.