Files
aiagent/backend/app/models/agent.py
renjianbo b8b01254ca feat: Phase 1 - output quality verification + node-level auto-retry
- Add enterprise_review tool (35th builtin) for LLM-based quality assessment
- Add evaluator workflow node type for quality gating in DAG
- Add AgentRuntime built-in self-review with auto-correction loop
- Rewrite error_handler node from stub to real retry mechanism
- Add engine-level per-node retry with configurable max_retries/delay/on_exhausted
- Add AgentExtension model for extension tracking
- Enhance validation in agent_create_tool and tool_register_tool
- Update 全能助手 system prompt with self-evolution workflow
- Docs: 缺失能力.md and 解决缺失能力计划.md

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-05-04 22:05:28 +08:00

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"""
智能体模型
"""
from sqlalchemy import Column, String, Text, Integer, DateTime, JSON, ForeignKey, func
from sqlalchemy.dialects.mysql import CHAR
from sqlalchemy.orm import relationship
from app.core.database import Base
import uuid
class Agent(Base):
"""智能体表"""
__tablename__ = "agents"
id = Column(CHAR(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="智能体ID")
name = Column(String(100), nullable=False, comment="智能体名称")
description = Column(Text, comment="描述")
workflow_config = Column(JSON, nullable=False, comment="工作流配置")
budget_config = Column(
JSON,
nullable=True,
comment="执行预算max_steps/max_llm_invocations/max_tool_calls可选覆盖全局默认",
)
version = Column(Integer, default=1, comment="版本号")
status = Column(String(20), default="draft", comment="状态: draft/published/running/stopped")
user_id = Column(CHAR(36), ForeignKey("users.id"), comment="创建者ID")
created_at = Column(DateTime, default=func.now(), comment="创建时间")
updated_at = Column(DateTime, default=func.now(), onupdate=func.now(), comment="更新时间")
# 关系
user = relationship("User", backref="agents")
def __repr__(self):
return f"<Agent(id={self.id}, name={self.name})>"
class AgentExtension(Base):
"""Agent 自主扩展记录表 — 用于 extension_log 工具"""
__tablename__ = "agent_extensions"
id = Column(CHAR(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="扩展记录ID")
extension_type = Column(String(50), nullable=False, comment="扩展类型: agent_created/tool_registered/code_tool_created")
name = Column(String(100), nullable=False, comment="创建的Agent或工具名称")
reason = Column(Text, comment="创建原因(为什么需要扩展)")
detail = Column(JSON, comment="扩展详情(参数、结果等)")
success_rating = Column(String(20), comment="效果评价: success/partial/failed")
note = Column(Text, comment="反馈备注")
user_id = Column(CHAR(36), ForeignKey("users.id"), nullable=True, comment="创建者ID")
created_at = Column(DateTime, default=func.now(), comment="创建时间")
def __repr__(self):
return f"<AgentExtension(id={self.id}, type={self.extension_type}, name={self.name})>"