Skills skill-rag

apiVersion: skill.ooder.net/v1 kind: Skill

metadata: id: skill-rag name: RAG检索增强服务 version: 1.0.0 description: 提供知识分类、标签提取、实体抽取、RAG Prompt增强等智能检索能力，支持企业文档自动分类与知识库集成 author: ooder Team type: system-service license: Apache-2.0

spec: skillForm: PROVIDER type: system-skill

ownership: platform

capability: address: 0x33 category: KNOWLEDGE code: SYS_RAG operations: [classify, extract, enhance, ingest]

runtime: language: java javaVersion: "21" framework: spring-boot

dependencies: - skillId: skill-knowledge-base version: ">=1.0.0" required: true - skillId: skill-dict version: ">=1.0.0" required: true - skillId: skill-agent version: ">=1.0.0" required: false

providedInterfaces: - id: rag-service version: "1.0" description: "RAG检索增强服务接口" - id: classifier-service version: "1.0" description: "知识分类服务接口"

capabilities: - id: classify name: 文本分类 description: 企业文档自动分类（技术文档/业务流程/知识问答/会议纪要/项目资料/培训材料） category: rag - id: extract name: 标签提取 description: 从文本中提取标签和实体 category: rag - id: enhance name: RAG增强 description: 基于知识库检索结果增强LLM Prompt category: rag - id: ingest name: 数据摄入 description: 业务数据自动分类后摄入知识库 category: rag

endpoints: - path: /api/v1/rag/classify method: POST controllerClass: net.ooder.skill.rag.controller.RagController methodName: classify parameterTypes: - java.lang.String description: 文本分类 capability: classify - path: /api/v1/rag/classify/batch method: POST controllerClass: net.ooder.skill.rag.controller.RagController methodName: batchClassify parameterTypes: - java.util.List description: 批量文本分类 capability: classify - path: /api/v1/rag/extract-tags method: POST controllerClass: net.ooder.skill.rag.controller.RagController methodName: extractTags parameterTypes: - java.lang.String description: 标签提取 capability: extract - path: /api/v1/rag/extract-entities method: POST controllerClass: net.ooder.skill.rag.controller.RagController methodName: extractEntities parameterTypes: - java.lang.String description: 实体抽取 capability: extract - path: /api/v1/rag/enhance method: POST controllerClass: net.ooder.skill.rag.controller.RagController methodName: enhancePrompt parameterTypes: - java.lang.String - java.lang.String - java.util.List description: RAG Prompt增强 capability: enhance - path: /api/v1/rag/ingest method: POST controllerClass: net.ooder.skill.rag.controller.RagController methodName: ingestBusinessData parameterTypes: - net.ooder.skill.rag.RagPipeline$BusinessDataIngestRequest description: 业务数据摄入知识库 capability: ingest - path: /api/v1/rag/knowledge-config method: GET controllerClass: net.ooder.skill.rag.controller.RagController methodName: buildKnowledgeConfig parameterTypes: - java.lang.String - java.lang.String description: 构建知识配置（用于LLM对话） capability: enhance - path: /api/v1/rag/search method: GET controllerClass: net.ooder.skill.rag.controller.RagController methodName: searchRelated parameterTypes: - java.lang.String - java.lang.Integer description: 搜索相关知识文档 capability: enhance

config: optional: - name: CLASSIFIER_MODE type: string default: "hybrid" description: 分类模式(keyword/llm/hybrid) - name: RAG_TOP_K type: integer default: 5 description: RAG检索Top-K数量 - name: RAG_CONTEXT_LIMIT type: integer default: 2000 description: RAG上下文最大字符数 - name: SYNC_TO_DICT_ENABLED type: boolean default: "true" description: 是否同步实体到字典

resources: cpu: "100m" memory: "256Mi" storage: "50Mi"

knowledge: documents: - id: rag-overview name: RAG服务概述 path: docs/RAG_OVERVIEW.md type: guide language: zh priority: high