however-yir/knowledgeops-agent — Enterprise-ready Spring AI platform for RAG, tool calling, async ingestion, JWT/RBAC security, and o…

Description and use

The **knowledgeops-agent** is an enterprise‑grade Spring AI platform that streamlines Retrieval‑Augmented Generation (RAG) workflows, supports tool‑calling, and handles asynchronous data ingestion. It incorporates robust JWT‑based authentication with RBAC, built‑in observability, and ready‑to‑use backend and frontend components, making it a comprehensive solution for AI/ML‑driven applications.

Problem

however-yir/knowledgeops-agent helps make internal knowledge searchable and usable by assistants.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• index knowledge bases
• improve search over documents
• ground assistant answers

Evidence

Enterprise-ready Spring AI platform for RAG, tool calling, async ingestion, JWT/RBAC security, and observability.

Source