renjianbo
876789fac1
- Backend: workspace_id isolation for 14 model tables + safe migration/backfill - Backend: RBAC system with 4 roles and 23 permissions, seeded on startup - Backend: workspace admin endpoints (list/manage all workspaces) - Backend: admin user management API (CRUD, reset password) - Backend: billing API with subscription plans, usage tracking, rate limiting - Backend: fix system_logs.py UNION query and wrong column references - Backend: WebSocket JWT auth and workspace enforcement - Frontend: sidebar navigation replacing top dropdown menu - Frontend: user management page (Users.vue) for admins - Frontend: enhanced Workspaces.vue with admin table view - Frontend: workspace RBAC computed properties in user store - Android: agent marketplace, billing/subscription UI, onboarding wizard - Android: phone login, analytics tracker, crash handler, network diagnostics - Android: splash screen, encrypted token storage, app update enhancements - Docs: multi-tenant RBAC guide with 8 sections and role-permission matrix Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
72 lines
3.2 KiB
Python
72 lines
3.2 KiB
Python
"""
|
||
知识条目模型 — Agent 执行经验的结构化沉淀
|
||
"""
|
||
import uuid
|
||
from datetime import datetime
|
||
from sqlalchemy import Column, String, Text, Integer, DateTime, Boolean, JSON, Float, Index, ForeignKey
|
||
from sqlalchemy.dialects.mysql import CHAR
|
||
from app.core.database import Base
|
||
|
||
|
||
class KnowledgeEntry(Base):
|
||
"""从 Agent 执行日志中提取的可复用知识条目"""
|
||
__tablename__ = "knowledge_entries"
|
||
|
||
id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()))
|
||
agent_id = Column(String(36), nullable=True, index=True, comment="所属 Agent ID（NULL=全Agent共享）")
|
||
workspace_id = Column(CHAR(36), ForeignKey("workspaces.id"), nullable=True, index=True, comment="工作区ID")
|
||
title = Column(String(500), nullable=False, comment="知识标题（一句话概括）")
|
||
category = Column(String(30), nullable=False, index=True,
|
||
comment="类别: bug_fix/best_practice/workaround/optimization/insight")
|
||
tags = Column(JSON, nullable=True, comment="标签列表: ['mysql','deadlock','retry']")
|
||
|
||
# 知识内容
|
||
situation = Column(Text, nullable=True, comment="适用场景")
|
||
solution = Column(Text, nullable=True, comment="解决方案")
|
||
caveats = Column(Text, nullable=True, comment="注意事项/踩坑记录")
|
||
|
||
# 来源追溯
|
||
source_execution_ids = Column(JSON, nullable=True, comment="原始执行日志ID列表")
|
||
source_agent_name = Column(String(200), nullable=True, comment="来源 Agent 名称")
|
||
source_model = Column(String(100), nullable=True, comment="来源模型")
|
||
|
||
# RAG 检索
|
||
embedding_text = Column(Text, nullable=True, comment="用于生成 embedding 的合并文本")
|
||
embedding = Column(Text, nullable=True, comment="JSON 序列化的 embedding 向量")
|
||
|
||
# 效果度量
|
||
retrieval_count = Column(Integer, default=0, comment="被检索次数")
|
||
success_rate = Column(Float, nullable=True, comment="应用成功率")
|
||
|
||
# 提取信息
|
||
extracted_by = Column(String(100), nullable=True, comment="提取方式: llm_auto/manual/reviewed")
|
||
confidence = Column(Float, default=0.5, comment="提取置信度(0-1)")
|
||
|
||
is_active = Column(Boolean, default=True, comment="是否启用")
|
||
created_at = Column(DateTime, default=datetime.now, comment="创建时间")
|
||
updated_at = Column(DateTime, default=datetime.now, onupdate=datetime.now, comment="更新时间")
|
||
|
||
__table_args__ = (
|
||
Index("ix_knowledge_entries_active", "is_active"),
|
||
)
|
||
|
||
def __repr__(self):
|
||
return f"<KnowledgeEntry(id={self.id}, title={self.title}, category={self.category})>"
|
||
|
||
def to_dict(self) -> dict:
|
||
return {
|
||
"id": self.id,
|
||
"agent_id": self.agent_id,
|
||
"workspace_id": self.workspace_id,
|
||
"title": self.title,
|
||
"category": self.category,
|
||
"tags": self.tags or [],
|
||
"situation": self.situation,
|
||
"solution": self.solution,
|
||
"caveats": self.caveats,
|
||
"source_agent_name": self.source_agent_name,
|
||
"retrieval_count": self.retrieval_count,
|
||
"confidence": self.confidence,
|
||
"created_at": self.created_at.isoformat() if self.created_at else None,
|
||
}
|