Merge pull request #313 from SuanmoSuanyangTechnology/feature/agent-tool_xjn
fix(skills)
This commit is contained in:
@@ -10,14 +10,17 @@ from app.repositories.skill_repository import SkillRepository
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class AgentMiddleware:
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class AgentMiddleware:
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"""Agent 中间件 - 用于动态过滤和加载技能"""
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"""Agent 中间件 - 用于动态过滤和加载技能"""
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def __init__(self, skill_ids: Optional[List[str]] = None):
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def __init__(self, skills: Optional[dict] = None):
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"""
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"""
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初始化中间件
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初始化中间件
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Args:
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Args:
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skill_ids: 技能ID列表
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skills: 技能配置字典 {"enabled": bool, "all_skills": bool, "skill_ids": [...]}
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"""
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"""
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self.skill_ids = skill_ids or []
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self.skills = skills or {}
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self.enabled = self.skills.get('enabled', False)
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self.all_skills = self.skills.get('all_skills', False)
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self.skill_ids = self.skills.get('skill_ids', [])
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@staticmethod
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@staticmethod
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def filter_tools(
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def filter_tools(
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@@ -95,9 +98,17 @@ class AgentMiddleware:
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# base_tools 不属于任何 skill,不加入映射
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# base_tools 不属于任何 skill,不加入映射
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skill_configs = {}
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skill_configs = {}
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skill_ids_to_load = []
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if self.skill_ids:
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# 如果启用技能且 all_skills 为 True,加载租户下所有激活的技能
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for skill_id in self.skill_ids:
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if self.enabled and self.all_skills:
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skills, _ = SkillRepository.list_skills(db, tenant_id, is_active=True, page=1, pagesize=1000)
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skill_ids_to_load = [str(skill.id) for skill in skills]
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elif self.enabled and self.skill_ids:
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skill_ids_to_load = self.skill_ids
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if skill_ids_to_load:
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for skill_id in skill_ids_to_load:
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try:
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try:
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skill = SkillRepository.get_by_id(db, uuid.UUID(skill_id), tenant_id)
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skill = SkillRepository.get_by_id(db, uuid.UUID(skill_id), tenant_id)
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if skill and skill.is_active:
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if skill and skill.is_active:
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@@ -110,7 +121,7 @@ class AgentMiddleware:
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continue
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continue
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# 加载技能工具并获取映射关系
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# 加载技能工具并获取映射关系
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skill_tools, skill_tool_map = SkillService.load_skill_tools(db, self.skill_ids, tenant_id)
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skill_tools, skill_tool_map = SkillService.load_skill_tools(db, skill_ids_to_load, tenant_id)
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# 只添加不冲突的 skill_tools
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# 只添加不冲突的 skill_tools
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for tool in skill_tools:
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for tool in skill_tools:
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@@ -29,8 +29,8 @@ class AgentConfig(Base):
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knowledge_retrieval = Column(JSON, nullable=True, comment="知识库检索配置")
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knowledge_retrieval = Column(JSON, nullable=True, comment="知识库检索配置")
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memory = Column(JSON, nullable=True, comment="记忆配置")
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memory = Column(JSON, nullable=True, comment="记忆配置")
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variables = Column(JSON, default=list, nullable=True, comment="变量配置")
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variables = Column(JSON, default=list, nullable=True, comment="变量配置")
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tools = Column(JSON, default=dict, nullable=True, comment="工具配置")
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tools = Column(JSON, default=list, nullable=True, comment="工具配置")
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skill_ids = Column(JSON, default=list, nullable=True, comment="关联的技能ID列表")
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skills = Column(JSON, default=dict, nullable=True, comment="技能配置")
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# 多 Agent 相关字段
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# 多 Agent 相关字段
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agent_role = Column(String(20), comment="Agent 角色: master|sub|standalone")
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agent_role = Column(String(20), comment="Agent 角色: master|sub|standalone")
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@@ -82,6 +82,12 @@ class ToolConfig(BaseModel):
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tool_id: Optional[str] = Field(default=None, description="工具ID")
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tool_id: Optional[str] = Field(default=None, description="工具ID")
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operation: Optional[str] = Field(default=None, description="工具特定配置")
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operation: Optional[str] = Field(default=None, description="工具特定配置")
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class SkillConfig(BaseModel):
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"""技能配置"""
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enabled: bool = Field(default=True, description="是否启用该技能")
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skill_ids: Optional[list[str]] = Field(default=list, description="技能ID列表")
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all_skills: Optional[bool] = Field(default=False, description="是否允许访问所有技能")
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class ToolOldConfig(BaseModel):
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class ToolOldConfig(BaseModel):
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"""工具配置"""
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"""工具配置"""
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@@ -157,7 +163,7 @@ class AgentConfigCreate(BaseModel):
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)
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)
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# 技能配置
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# 技能配置
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skill_ids: Optional[List[str]] = Field(default=None, description="关联的技能ID列表")
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skills: Optional[SkillConfig] = Field(default=dict, description="关联的技能列表")
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class AppCreate(BaseModel):
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class AppCreate(BaseModel):
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@@ -212,7 +218,7 @@ class AgentConfigUpdate(BaseModel):
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tools: Optional[List[ToolConfig]] = Field(default_factory=list, description="工具列表")
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tools: Optional[List[ToolConfig]] = Field(default_factory=list, description="工具列表")
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# 技能配置
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# 技能配置
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skill_ids: Optional[List[str]] = Field(default=None, description="关联的技能ID列表")
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skills: Optional[SkillConfig] = Field(default=dict, description="关联的技能列表")
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# ---------- Output Schemas ----------
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# ---------- Output Schemas ----------
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@@ -272,7 +278,7 @@ class AgentConfig(BaseModel):
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# 工具配置
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# 工具配置
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tools: Union[List[ToolConfig], Dict[str, ToolOldConfig]] = []
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tools: Union[List[ToolConfig], Dict[str, ToolOldConfig]] = []
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skill_ids: Optional[List[str]] = []
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skills: Optional[SkillConfig] = {}
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is_active: bool
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is_active: bool
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created_at: datetime.datetime
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created_at: datetime.datetime
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@@ -1,5 +1,5 @@
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"""Skill Schema 定义"""
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"""Skill Schema 定义"""
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from typing import Optional, List, Dict, Any
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from typing import Optional, List, Dict, Any, Union
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from pydantic import BaseModel, Field, field_serializer
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from pydantic import BaseModel, Field, field_serializer
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import uuid
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import uuid
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from datetime import datetime
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from datetime import datetime
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@@ -32,10 +32,17 @@ class SkillUpdate(BaseModel):
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is_public: Optional[bool] = None
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is_public: Optional[bool] = None
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class Skill(SkillBase):
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class Skill(BaseModel):
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"""Skill 响应 Schema"""
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"""Skill 响应 Schema"""
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id: uuid.UUID
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id: uuid.UUID
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tenant_id: uuid.UUID
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tenant_id: uuid.UUID
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name: str
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description: Optional[str] = None
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tools: Union[List[Dict[str, Any]], List[Dict[str, str]]] = Field(default_factory=list, description="工具列表,可以是简单格式或包含工具详情")
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config: Dict[str, Any] = Field(default_factory=dict)
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prompt: Optional[str] = None
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is_active: bool = True
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is_public: bool = False
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created_at: datetime
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created_at: datetime
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updated_at: datetime
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updated_at: datetime
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@@ -9,7 +9,7 @@ from app.schemas.app_schema import (
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VariableDefinition,
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VariableDefinition,
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ToolConfig,
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ToolConfig,
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AgentConfigCreate,
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AgentConfigCreate,
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AgentConfigUpdate, ToolOldConfig,
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AgentConfigUpdate, ToolOldConfig, SkillConfig,
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)
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)
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@@ -49,8 +49,8 @@ class AgentConfigConverter:
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if hasattr(config, 'tools') and config.tools:
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if hasattr(config, 'tools') and config.tools:
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result["tools"] = [tool.model_dump() for tool in config.tools]
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result["tools"] = [tool.model_dump() for tool in config.tools]
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if hasattr(config, "skill_ids") and config.skill_ids:
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if hasattr(config, "skills") and config.skills:
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result["skill_ids"] = [skill for skill in config.skill_ids]
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result["skills"] = config.skills.model_dump()
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return result
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return result
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@@ -61,7 +61,7 @@ class AgentConfigConverter:
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memory: Optional[Dict[str, Any]],
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memory: Optional[Dict[str, Any]],
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variables: Optional[list],
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variables: Optional[list],
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tools: Optional[Union[list, Dict[str, Any]]],
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tools: Optional[Union[list, Dict[str, Any]]],
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skill_ids: Optional[list]
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skills: Optional[dict]
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) -> Dict[str, Any]:
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) -> Dict[str, Any]:
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"""
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"""
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将数据库存储格式转换为 Pydantic 对象
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将数据库存储格式转换为 Pydantic 对象
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@@ -72,7 +72,7 @@ class AgentConfigConverter:
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memory: 记忆配置
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memory: 记忆配置
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variables: 变量配置
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variables: 变量配置
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tools: 工具配置
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tools: 工具配置
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skill_ids: 技能 ID 列表
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skills: 技能列表
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Returns:
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Returns:
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包含 Pydantic 对象的字典
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包含 Pydantic 对象的字典
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@@ -83,7 +83,7 @@ class AgentConfigConverter:
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"memory": MemoryConfig(enabled=True),
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"memory": MemoryConfig(enabled=True),
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"variables": [],
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"variables": [],
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"tools": [],
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"tools": [],
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"skill_ids": []
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"skills": {}
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}
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}
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# 1. 解析模型参数配置
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# 1. 解析模型参数配置
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@@ -124,7 +124,7 @@ class AgentConfigConverter:
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for name, tool_data in tools.items()
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for name, tool_data in tools.items()
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}
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}
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if skill_ids:
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if skills:
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result["skill_ids"] = [skill for skill in skill_ids]
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result["skills"] = SkillConfig(**skills)
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return result
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return result
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@@ -26,7 +26,7 @@ def enrich_agent_config(agent_cfg: AgentConfig) -> AgentConfig:
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memory=agent_cfg.memory,
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memory=agent_cfg.memory,
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variables=agent_cfg.variables,
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variables=agent_cfg.variables,
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tools=agent_cfg.tools,
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tools=agent_cfg.tools,
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skill_ids=agent_cfg.skill_ids
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skills=agent_cfg.skills
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)
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)
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# 将解析后的字段添加到对象上(用于序列化)
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# 将解析后的字段添加到对象上(用于序列化)
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@@ -35,6 +35,6 @@ def enrich_agent_config(agent_cfg: AgentConfig) -> AgentConfig:
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agent_cfg.memory = parsed["memory"]
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agent_cfg.memory = parsed["memory"]
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agent_cfg.variables = parsed["variables"]
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agent_cfg.variables = parsed["variables"]
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agent_cfg.tools = parsed["tools"]
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agent_cfg.tools = parsed["tools"]
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agent_cfg.skill_ids = parsed["skill_ids"]
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agent_cfg.skills = parsed["skills"]
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return agent_cfg
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return agent_cfg
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@@ -8,6 +8,7 @@ from typing import Optional, Dict, Any, AsyncGenerator, Annotated, List
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from fastapi import Depends
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from fastapi import Depends
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from sqlalchemy.orm import Session
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from sqlalchemy.orm import Session
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from app.core.agent.agent_middleware import AgentMiddleware
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from app.core.agent.langchain_agent import LangChainAgent
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from app.core.agent.langchain_agent import LangChainAgent
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from app.core.error_codes import BizCode
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from app.core.error_codes import BizCode
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from app.core.exceptions import BusinessException
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from app.core.exceptions import BusinessException
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@@ -79,21 +80,55 @@ class AppChatService:
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# 获取工具服务
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# 获取工具服务
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tool_service = ToolService(self.db)
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tool_service = ToolService(self.db)
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tenant_id = ToolRepository.get_tenant_id_by_workspace_id(self.db, str(workspace_id))
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# 从配置中获取启用的工具
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# 从配置中获取启用的工具
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if hasattr(config, 'tools') and config.tools and isinstance(config.tools, list):
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if hasattr(config, 'tools') and config.tools and isinstance(config.tools, list):
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for tool_config in config.tools:
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for tool_config in config.tools:
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if tool_config.get("enabled", False):
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if tool_config.get("enabled", False):
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# 根据工具名称查找工具实例
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# 根据工具名称查找工具实例
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tool_instance = tool_service._get_tool_instance(tool_config.get("tool_id", ""),
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tool_instance = tool_service._get_tool_instance(tool_config.get("tool_id", ""), tenant_id)
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ToolRepository.get_tenant_id_by_workspace_id(
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self.db, workspace_id))
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if tool_instance:
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if tool_instance:
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if tool_instance.name == "baidu_search_tool" and not web_search:
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if tool_instance.name == "baidu_search_tool" and not web_search:
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continue
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continue
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# 转换为LangChain工具
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# 转换为LangChain工具
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langchain_tool = tool_instance.to_langchain_tool(tool_config.get("operation", None))
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langchain_tool = tool_instance.to_langchain_tool(tool_config.get("operation", None))
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tools.append(langchain_tool)
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tools.append(langchain_tool)
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elif hasattr(config, 'tools') and config.tools and isinstance(config.tools, dict):
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web_tools = config.tools
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web_search_choice = web_tools.get("web_search", {})
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web_search_enable = web_search_choice.get("enabled", False)
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if web_search:
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if web_search_enable:
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search_tool = create_web_search_tool({})
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tools.append(search_tool)
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logger.debug(
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"已添加网络搜索工具",
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extra={
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"tool_count": len(tools)
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}
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)
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# 加载技能关联的工具
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if hasattr(config, 'skills') and config.skills:
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skills = config.skills
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skill_enable = skills.get("enabled", False)
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if skill_enable:
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middleware = AgentMiddleware(skills=skills)
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skill_tools, skill_configs, tool_to_skill_map = middleware.load_skill_tools(self.db, tenant_id)
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tools.extend(skill_tools)
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logger.debug(f"已加载 {len(skill_tools)} 个技能工具")
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# 应用动态过滤
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if skill_configs:
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tools, activated_skill_ids = middleware.filter_tools(tools, message, skill_configs,
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tool_to_skill_map)
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logger.debug(f"过滤后剩余 {len(tools)} 个工具")
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active_prompts = AgentMiddleware.get_active_prompts(
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activated_skill_ids, skill_configs
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)
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system_prompt = f"{system_prompt}\n\n{active_prompts}"
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# 添加知识库检索工具
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# 添加知识库检索工具
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knowledge_retrieval = config.knowledge_retrieval
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knowledge_retrieval = config.knowledge_retrieval
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@@ -113,22 +148,6 @@ class AppChatService:
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memory_tool = create_long_term_memory_tool(memory_config, user_id)
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memory_tool = create_long_term_memory_tool(memory_config, user_id)
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tools.append(memory_tool)
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tools.append(memory_tool)
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if hasattr(config, 'tools') and config.tools and isinstance(config.tools, dict):
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web_tools = config.tools
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web_search_choice = web_tools.get("web_search", {})
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web_search_enable = web_search_choice.get("enabled", False)
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if web_search:
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if web_search_enable:
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search_tool = create_web_search_tool({})
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tools.append(search_tool)
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logger.debug(
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"已添加网络搜索工具",
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extra={
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"tool_count": len(tools)
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}
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)
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# 获取模型参数
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# 获取模型参数
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model_parameters = config.model_parameters
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model_parameters = config.model_parameters
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@@ -246,20 +265,54 @@ class AppChatService:
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# 获取工具服务
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# 获取工具服务
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tool_service = ToolService(self.db)
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tool_service = ToolService(self.db)
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tenant_id = ToolRepository.get_tenant_id_by_workspace_id(self.db, str(workspace_id))
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|
||||||
if hasattr(config, 'tools') and config.tools and isinstance(config.tools, list):
|
if hasattr(config, 'tools') and config.tools and isinstance(config.tools, list):
|
||||||
for tool_config in config.tools:
|
for tool_config in config.tools:
|
||||||
if tool_config.get("enabled", False):
|
if tool_config.get("enabled", False):
|
||||||
# 根据工具名称查找工具实例
|
# 根据工具名称查找工具实例
|
||||||
tool_instance = tool_service._get_tool_instance(tool_config.get("tool_id", ""),
|
tool_instance = tool_service._get_tool_instance(tool_config.get("tool_id", ""), tenant_id)
|
||||||
ToolRepository.get_tenant_id_by_workspace_id(
|
|
||||||
self.db, workspace_id))
|
|
||||||
if tool_instance:
|
if tool_instance:
|
||||||
if tool_instance.name == "baidu_search_tool" and not web_search:
|
if tool_instance.name == "baidu_search_tool" and not web_search:
|
||||||
continue
|
continue
|
||||||
# 转换为LangChain工具
|
# 转换为LangChain工具
|
||||||
langchain_tool = tool_instance.to_langchain_tool(tool_config.get("operation", None))
|
langchain_tool = tool_instance.to_langchain_tool(tool_config.get("operation", None))
|
||||||
tools.append(langchain_tool)
|
tools.append(langchain_tool)
|
||||||
|
elif hasattr(config, 'tools') and config.tools and isinstance(config.tools, dict):
|
||||||
|
web_tools = config.tools
|
||||||
|
web_search_choice = web_tools.get("web_search", {})
|
||||||
|
web_search_enable = web_search_choice.get("enabled", False)
|
||||||
|
if web_search:
|
||||||
|
if web_search_enable:
|
||||||
|
search_tool = create_web_search_tool({})
|
||||||
|
tools.append(search_tool)
|
||||||
|
|
||||||
|
logger.debug(
|
||||||
|
"已添加网络搜索工具",
|
||||||
|
extra={
|
||||||
|
"tool_count": len(tools)
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
||||||
|
# 加载技能关联的工具
|
||||||
|
if hasattr(config, 'skills') and config.skills:
|
||||||
|
skills = config.skills
|
||||||
|
skill_enable = skills.get("enabled", False)
|
||||||
|
if skill_enable:
|
||||||
|
middleware = AgentMiddleware(skills=skills)
|
||||||
|
skill_tools, skill_configs, tool_to_skill_map = middleware.load_skill_tools(self.db, tenant_id)
|
||||||
|
tools.extend(skill_tools)
|
||||||
|
logger.debug(f"已加载 {len(skill_tools)} 个技能工具")
|
||||||
|
|
||||||
|
# 应用动态过滤
|
||||||
|
if skill_configs:
|
||||||
|
tools, activated_skill_ids = middleware.filter_tools(tools, message, skill_configs,
|
||||||
|
tool_to_skill_map)
|
||||||
|
logger.debug(f"过滤后剩余 {len(tools)} 个工具")
|
||||||
|
active_prompts = AgentMiddleware.get_active_prompts(
|
||||||
|
activated_skill_ids, skill_configs
|
||||||
|
)
|
||||||
|
system_prompt = f"{system_prompt}\n\n{active_prompts}"
|
||||||
|
|
||||||
# 添加知识库检索工具
|
# 添加知识库检索工具
|
||||||
knowledge_retrieval = config.knowledge_retrieval
|
knowledge_retrieval = config.knowledge_retrieval
|
||||||
@@ -279,22 +332,6 @@ class AppChatService:
|
|||||||
memory_tool = create_long_term_memory_tool(memory_config, user_id)
|
memory_tool = create_long_term_memory_tool(memory_config, user_id)
|
||||||
tools.append(memory_tool)
|
tools.append(memory_tool)
|
||||||
|
|
||||||
if hasattr(config, 'tools') and config.tools and isinstance(config.tools, dict):
|
|
||||||
web_tools = config.tools
|
|
||||||
web_search_choice = web_tools.get("web_search", {})
|
|
||||||
web_search_enable = web_search_choice.get("enabled", False)
|
|
||||||
if web_search:
|
|
||||||
if web_search_enable:
|
|
||||||
search_tool = create_web_search_tool({})
|
|
||||||
tools.append(search_tool)
|
|
||||||
|
|
||||||
logger.debug(
|
|
||||||
"已添加网络搜索工具",
|
|
||||||
extra={
|
|
||||||
"tool_count": len(tools)
|
|
||||||
}
|
|
||||||
)
|
|
||||||
|
|
||||||
# 获取模型参数
|
# 获取模型参数
|
||||||
model_parameters = config.model_parameters
|
model_parameters = config.model_parameters
|
||||||
|
|
||||||
|
|||||||
@@ -304,7 +304,7 @@ class AppService:
|
|||||||
memory=storage_data.get("memory"),
|
memory=storage_data.get("memory"),
|
||||||
variables=storage_data.get("variables", []),
|
variables=storage_data.get("variables", []),
|
||||||
tools=storage_data.get("tools", []),
|
tools=storage_data.get("tools", []),
|
||||||
skill_ids=storage_data.get("skill_ids", []),
|
skills=storage_data.get("skills", {}),
|
||||||
is_active=True,
|
is_active=True,
|
||||||
created_at=now,
|
created_at=now,
|
||||||
updated_at=now,
|
updated_at=now,
|
||||||
@@ -908,7 +908,7 @@ class AppService:
|
|||||||
agent_cfg.variables = storage_data.get("variables", [])
|
agent_cfg.variables = storage_data.get("variables", [])
|
||||||
# if data.tools is not None:
|
# if data.tools is not None:
|
||||||
agent_cfg.tools = storage_data.get("tools", [])
|
agent_cfg.tools = storage_data.get("tools", [])
|
||||||
agent_cfg.skill_ids = storage_data.get("skill_ids", [])
|
agent_cfg.skills = storage_data.get("skills", {})
|
||||||
|
|
||||||
agent_cfg.updated_at = now
|
agent_cfg.updated_at = now
|
||||||
|
|
||||||
@@ -1001,6 +1001,7 @@ class AppService:
|
|||||||
},
|
},
|
||||||
variables=[],
|
variables=[],
|
||||||
tools=[],
|
tools=[],
|
||||||
|
skills=[],
|
||||||
is_active=True,
|
is_active=True,
|
||||||
created_at=now,
|
created_at=now,
|
||||||
updated_at=now,
|
updated_at=now,
|
||||||
@@ -1219,6 +1220,7 @@ class AppService:
|
|||||||
"memory": agent_cfg.memory,
|
"memory": agent_cfg.memory,
|
||||||
"variables": agent_cfg.variables or [],
|
"variables": agent_cfg.variables or [],
|
||||||
"tools": agent_cfg.tools or [],
|
"tools": agent_cfg.tools or [],
|
||||||
|
"skill_ids": agent_cfg.skill_ids or [],
|
||||||
}
|
}
|
||||||
# config = AgentConfigConverter.from_storage_format(agent_cfg)
|
# config = AgentConfigConverter.from_storage_format(agent_cfg)
|
||||||
default_model_config_id = agent_cfg.default_model_config_id
|
default_model_config_id = agent_cfg.default_model_config_id
|
||||||
|
|||||||
@@ -348,20 +348,23 @@ class DraftRunService:
|
|||||||
)
|
)
|
||||||
|
|
||||||
# 加载技能关联的工具
|
# 加载技能关联的工具
|
||||||
if hasattr(agent_config, 'skill_ids') and agent_config.skill_ids:
|
if hasattr(agent_config, 'skills') and agent_config.skills:
|
||||||
middleware = AgentMiddleware(skill_ids=agent_config.skill_ids)
|
skills = agent_config.skills
|
||||||
skill_tools, skill_configs, tool_to_skill_map = middleware.load_skill_tools(self.db, tenant_id)
|
skill_enable = skills.get("enabled", False)
|
||||||
tools.extend(skill_tools)
|
if skill_enable:
|
||||||
logger.debug(f"已加载 {len(skill_tools)} 个技能工具")
|
middleware = AgentMiddleware(skills=skills)
|
||||||
|
skill_tools, skill_configs, tool_to_skill_map = middleware.load_skill_tools(self.db, tenant_id)
|
||||||
|
tools.extend(skill_tools)
|
||||||
|
logger.debug(f"已加载 {len(skill_tools)} 个技能工具")
|
||||||
|
|
||||||
# 应用动态过滤
|
# 应用动态过滤
|
||||||
if skill_configs:
|
if skill_configs:
|
||||||
tools, activated_skill_ids = middleware.filter_tools(tools, message, skill_configs, tool_to_skill_map)
|
tools, activated_skill_ids = middleware.filter_tools(tools, message, skill_configs, tool_to_skill_map)
|
||||||
logger.debug(f"过滤后剩余 {len(tools)} 个工具")
|
logger.debug(f"过滤后剩余 {len(tools)} 个工具")
|
||||||
active_prompts = AgentMiddleware.get_active_prompts(
|
active_prompts = AgentMiddleware.get_active_prompts(
|
||||||
activated_skill_ids, skill_configs
|
activated_skill_ids, skill_configs
|
||||||
)
|
)
|
||||||
system_prompt = f"{system_prompt}\n\n{active_prompts}"
|
system_prompt = f"{system_prompt}\n\n{active_prompts}"
|
||||||
|
|
||||||
# 添加知识库检索工具
|
# 添加知识库检索工具
|
||||||
if agent_config.knowledge_retrieval:
|
if agent_config.knowledge_retrieval:
|
||||||
@@ -610,21 +613,23 @@ class DraftRunService:
|
|||||||
)
|
)
|
||||||
|
|
||||||
# 加载技能关联的工具
|
# 加载技能关联的工具
|
||||||
skill_configs = {}
|
if hasattr(agent_config, 'skills') and agent_config.skills:
|
||||||
if hasattr(agent_config, 'skill_ids') and agent_config.skill_ids:
|
skills = agent_config.skills
|
||||||
middleware = AgentMiddleware(skill_ids=agent_config.skill_ids)
|
skill_enable = skills.get("enabled", False)
|
||||||
skill_tools, skill_configs, tool_to_skill_map = middleware.load_skill_tools(self.db, tenant_id)
|
if skill_enable:
|
||||||
tools.extend(skill_tools)
|
middleware = AgentMiddleware(skills=skills)
|
||||||
logger.debug(f"已加载 {len(skill_tools)} 个技能工具")
|
skill_tools, skill_configs, tool_to_skill_map = middleware.load_skill_tools(self.db, tenant_id)
|
||||||
|
tools.extend(skill_tools)
|
||||||
|
logger.debug(f"已加载 {len(skill_tools)} 个技能工具")
|
||||||
|
|
||||||
# 应用动态过滤
|
# 应用动态过滤
|
||||||
if skill_configs:
|
if skill_configs:
|
||||||
tools, activated_skill_ids = middleware.filter_tools(tools, message, skill_configs, tool_to_skill_map)
|
tools, activated_skill_ids = middleware.filter_tools(tools, message, skill_configs, tool_to_skill_map)
|
||||||
logger.debug(f"过滤后剩余 {len(tools)} 个工具")
|
logger.debug(f"过滤后剩余 {len(tools)} 个工具")
|
||||||
active_prompts = AgentMiddleware.get_active_prompts(
|
active_prompts = AgentMiddleware.get_active_prompts(
|
||||||
activated_skill_ids, skill_configs
|
activated_skill_ids, skill_configs
|
||||||
)
|
)
|
||||||
system_prompt = f"{system_prompt}\n\n{active_prompts}"
|
system_prompt = f"{system_prompt}\n\n{active_prompts}"
|
||||||
|
|
||||||
|
|
||||||
# 添加知识库检索工具
|
# 添加知识库检索工具
|
||||||
|
|||||||
@@ -19,6 +19,14 @@ class SkillService:
|
|||||||
@staticmethod
|
@staticmethod
|
||||||
def create_skill(db: Session, data: SkillCreate, tenant_id: uuid.UUID) -> Skill:
|
def create_skill(db: Session, data: SkillCreate, tenant_id: uuid.UUID) -> Skill:
|
||||||
"""创建技能"""
|
"""创建技能"""
|
||||||
|
# 检查同名技能
|
||||||
|
existing = db.query(Skill).filter(
|
||||||
|
Skill.tenant_id == tenant_id,
|
||||||
|
Skill.name == data.name
|
||||||
|
).first()
|
||||||
|
if existing:
|
||||||
|
raise BusinessException(f"技能名称'{data.name}'已存在", BizCode.DUPLICATE_NAME)
|
||||||
|
|
||||||
skill = SkillRepository.create(db, data, tenant_id)
|
skill = SkillRepository.create(db, data, tenant_id)
|
||||||
db.commit()
|
db.commit()
|
||||||
db.refresh(skill)
|
db.refresh(skill)
|
||||||
@@ -31,6 +39,22 @@ class SkillService:
|
|||||||
skill = SkillRepository.get_by_id(db, skill_id, tenant_id)
|
skill = SkillRepository.get_by_id(db, skill_id, tenant_id)
|
||||||
if not skill:
|
if not skill:
|
||||||
raise BusinessException(f"技能{skill_id}不存在", BizCode.NOT_FOUND)
|
raise BusinessException(f"技能{skill_id}不存在", BizCode.NOT_FOUND)
|
||||||
|
|
||||||
|
# 填充工具详情
|
||||||
|
tool_service = ToolService(db)
|
||||||
|
enriched_tools = []
|
||||||
|
for tool_config in skill.tools:
|
||||||
|
tool_id = tool_config.get("tool_id")
|
||||||
|
if tool_id:
|
||||||
|
tool_info = tool_service.get_tool_info(tool_id, tenant_id)
|
||||||
|
if tool_info:
|
||||||
|
enriched_tools.append({
|
||||||
|
"tool_id": tool_id,
|
||||||
|
"operation": tool_config.get("operation"),
|
||||||
|
"tool_info": tool_info
|
||||||
|
})
|
||||||
|
skill.tools = enriched_tools
|
||||||
|
|
||||||
return skill
|
return skill
|
||||||
except (BusinessException, SQLAlchemyError) as e:
|
except (BusinessException, SQLAlchemyError) as e:
|
||||||
db.rollback()
|
db.rollback()
|
||||||
|
|||||||
@@ -99,7 +99,8 @@ def agent_config_4_app_release(release: AppRelease) -> AgentConfig:
|
|||||||
knowledge_retrieval=config_dict.get("knowledge_retrieval"),
|
knowledge_retrieval=config_dict.get("knowledge_retrieval"),
|
||||||
memory=config_dict.get("memory"),
|
memory=config_dict.get("memory"),
|
||||||
variables=config_dict.get("variables", []),
|
variables=config_dict.get("variables", []),
|
||||||
tools=config_dict.get("tools", {}),
|
tools=config_dict.get("tools", []),
|
||||||
|
skill_ids=config_dict.get("skill_ids", [])
|
||||||
)
|
)
|
||||||
|
|
||||||
return agent_config
|
return agent_config
|
||||||
|
|||||||
Reference in New Issue
Block a user