{"repo":"however-yir/knowledgeops-agent","free":true,"listed":false,"github":"https://github.com/however-yir/knowledgeops-agent","clone":"git clone https://github.com/however-yir/knowledgeops-agent.git","description":"Enterprise-ready Spring AI platform for RAG, tool calling, async ingestion, JWT/RBAC security, and observability.","language":"Java","stars":185,"topics":["backend","java","llm","multimodal","pdf-rag","rag","spring-ai","spring-boot","tool-calling","ai-platform"],"license":"MIT","category":"ai-agents","readme_excerpt":"KnowledgeOps Agent Enterprise Spring AI RAG Platform 智能问答与知识运营平台 Matrix role: knowledgeops-agent is the platform baseline: enterprise Spring AI RAG, agent workflow state, memory persistence primitives, evidence, tenant isolation, security, and observability. Business agents such as tianji-ai-agent build on this layer. Spring AI baseline: the code is intentionally pinned to 1.0.0-M6 as the verified implementation baseline; migration to the current 1.1.x stable line is tracked in docs/spring-ai-upgrade-plan.md. KnowledgeOps Agent is a production-oriented platform prototype built on Spring AI. It combines Agent Workflow Engine , Hybrid Retrieval (vector + keyword + graph + web) , Knowledge Graph , Long/Short-term Memory persistence , DeepResearch , tenant-isolated RAG, asynchronous PDF ingestion, JWT/API key/RBAC security, audit trails, and Prometheus/Loki/Tempo observability. Capability status and default-path limitations are documented below. 基于 Spring AI 构建的多 Agent 企业知识平台原型：覆盖 Agent 工作流引擎、混合检索（向量+关键词+图谱+Web）、知识图谱、长短期记忆持久化、深度研究、企业 RAG、租户隔离、异步入库、权限审计、全链路可观测 ，目标是提供可部署、可运维、可验证的工程基线，而非未经生产验证的成品声明。 Why It Is More Than a Demo Proof point Repository evidence --- --- Enterprise RAG PDF upload, async ingestion jobs, tenant-scoped retrieval, answer citations, evidence snippets Tenant and permission boundary API Key, JWT, refresh token lifecycle, RBAC permissions, tenant headers, audit logging Operations baseline Docker Compose, Flyway migrations, structured logs, Prometheus metrics, Lok","default_branch":null,"files":null,"tree":[],"storefront":"/r/however-yir","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/however-yir/knowledgeops-agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}