Files
aiagent/backend/app/models/__init__.py
renjianbo e3802eff60 feat: 实现 Agent 自主学习 — 从历史执行中优化工具选择
- 新增 AgentLearningPattern 模型和 agent_learning_service 服务
- 执行前注入历史学习模式到 system prompt 作为工具选择建议
- 执行后自动提取工具序列并保存/累计学习模式
- 支持任务分类(11类)、关键词提取、工具序列合并、有效性评分
- 集成到 AgentRuntime.run()/run_stream(),支持 bare chat 和 Agent 模式

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-02 12:04:00 +08:00

20 lines
1.4 KiB
Python

# Models package
from app.models.user import User
from app.models.workflow import Workflow
from app.models.workflow_version import WorkflowVersion
from app.models.agent import Agent
from app.models.execution import Execution
from app.models.execution_log import ExecutionLog
from app.models.model_config import ModelConfig
from app.models.data_source import DataSource
from app.models.workflow_template import WorkflowTemplate, TemplateRating, TemplateFavorite
from app.models.node_template import NodeTemplate
from app.models.permission import Role, Permission, WorkflowPermission, AgentPermission
from app.models.alert_rule import AlertRule, AlertLog
from app.models.persistent_user_memory import PersistentUserMemory
from app.models.agent_llm_log import AgentLLMLog
from app.models.agent_vector_memory import AgentVectorMemory
from app.models.agent_learning_pattern import AgentLearningPattern
from app.models.knowledge_base import KnowledgeBase, Document, DocumentChunk
__all__ = ["User", "Workflow", "WorkflowVersion", "Agent", "Execution", "ExecutionLog", "ModelConfig", "DataSource", "WorkflowTemplate", "TemplateRating", "TemplateFavorite", "NodeTemplate", "Role", "Permission", "WorkflowPermission", "AgentPermission", "AlertRule", "AlertLog", "PersistentUserMemory", "AgentLLMLog", "AgentVectorMemory", "AgentLearningPattern", "KnowledgeBase", "Document", "DocumentChunk"]