knowledgeops-agent — Ops-Ready RAG Agent Stack

Practical Notes

• GitHub: 204 stars · 11 forks; pushed 2026-05-12 (verified via GitHub API).
• README provides one-click installers and a straight docker compose up --build -d path plus web console at http://localhost:8088.
• README lists an optional observability compose file with Prometheus / Loki / Tempo / Alertmanager.

Main

If you adopt this stack, keep the “ops first” intention:

1. Start with Compose to understand the baseline services (app + MySQL/Redis/RabbitMQ) before customizing anything.
2. If you’re running it for real users, rotate any demo keys and wire proper secrets management.
3. Decide early whether you need the observability bundle; if yes, enable it from day one so you don’t retrofit tracing later.
4. Treat migrations (Flyway) and regression scripts as release gates; don’t ship changes without them.

This repo is valuable because it treats agent apps like production services rather than notebooks.

FAQ

Q: Is there a one-click install? A: Yes. README includes scripts/install_mac.sh and Windows scripts that guide .env creation and bring up Compose.

Q: What services are included by default? A: README lists app + MySQL + Redis + RabbitMQ + web console; plus a separate observability compose file.

Q: Where do I access it after startup? A: README lists web console at http://localhost:8088 and API at http://localhost:8080.