feat(tool system): tool system development
This commit is contained in:
谢俊男
@@ -5,7 +5,7 @@
|
|||||||
"""
|
"""
|
||||||
|
|
||||||
import logging
|
import logging
|
||||||
import uuid
|
# import uuid
|
||||||
import datetime
|
import datetime
|
||||||
from typing import Any
|
from typing import Any
|
||||||
|
|
||||||
@@ -16,10 +16,11 @@ from langgraph.graph.state import CompiledStateGraph
|
|||||||
from app.core.workflow.expression_evaluator import evaluate_condition
|
from app.core.workflow.expression_evaluator import evaluate_condition
|
||||||
from app.core.workflow.nodes import WorkflowState, NodeFactory
|
from app.core.workflow.nodes import WorkflowState, NodeFactory
|
||||||
from app.core.workflow.nodes.enums import NodeType
|
from app.core.workflow.nodes.enums import NodeType
|
||||||
from app.core.tools.registry import ToolRegistry
|
# from app.core.tools.registry import ToolRegistry
|
||||||
from app.core.tools.executor import ToolExecutor
|
# from app.core.tools.executor import ToolExecutor
|
||||||
from app.core.tools.langchain_adapter import LangchainAdapter
|
# from app.core.tools.langchain_adapter import LangchainAdapter
|
||||||
TOOL_MANAGEMENT_AVAILABLE = True
|
# TOOL_MANAGEMENT_AVAILABLE = True
|
||||||
|
# from app.db import get_db
|
||||||
|
|
||||||
logger = logging.getLogger(__name__)
|
logger = logging.getLogger(__name__)
|
||||||
|
|
||||||
@@ -466,176 +467,175 @@ async def execute_workflow_stream(
|
|||||||
|
|
||||||
# ==================== 工具管理系统集成 ====================
|
# ==================== 工具管理系统集成 ====================
|
||||||
|
|
||||||
def get_workflow_tools(workspace_id: str, user_id: str) -> list:
|
# def get_workflow_tools(workspace_id: str, user_id: str) -> list:
|
||||||
"""获取工作流可用的工具列表
|
# """获取工作流可用的工具列表
|
||||||
|
#
|
||||||
Args:
|
# Args:
|
||||||
workspace_id: 工作空间ID
|
# workspace_id: 工作空间ID
|
||||||
user_id: 用户ID
|
# user_id: 用户ID
|
||||||
|
#
|
||||||
Returns:
|
# Returns:
|
||||||
可用工具列表
|
# 可用工具列表
|
||||||
"""
|
# """
|
||||||
if not TOOL_MANAGEMENT_AVAILABLE:
|
# if not TOOL_MANAGEMENT_AVAILABLE:
|
||||||
logger.warning("工具管理系统不可用")
|
# logger.warning("工具管理系统不可用")
|
||||||
return []
|
# return []
|
||||||
|
#
|
||||||
try:
|
# try:
|
||||||
from sqlalchemy.orm import Session
|
# db = next(get_db())
|
||||||
db = next(get_db())
|
#
|
||||||
|
# # 创建工具注册表
|
||||||
# 创建工具注册表
|
# registry = ToolRegistry(db)
|
||||||
registry = ToolRegistry(db)
|
#
|
||||||
|
# # 注册内置工具类
|
||||||
# 注册内置工具类
|
# from app.core.tools.builtin import (
|
||||||
from app.core.tools.builtin import (
|
# DateTimeTool, JsonTool, BaiduSearchTool, MinerUTool, TextInTool
|
||||||
DateTimeTool, JsonTool, BaiduSearchTool, MinerUTool, TextInTool
|
# )
|
||||||
)
|
# registry.register_tool_class(DateTimeTool)
|
||||||
registry.register_tool_class(DateTimeTool)
|
# registry.register_tool_class(JsonTool)
|
||||||
registry.register_tool_class(JsonTool)
|
# registry.register_tool_class(BaiduSearchTool)
|
||||||
registry.register_tool_class(BaiduSearchTool)
|
# registry.register_tool_class(MinerUTool)
|
||||||
registry.register_tool_class(MinerUTool)
|
# registry.register_tool_class(TextInTool)
|
||||||
registry.register_tool_class(TextInTool)
|
#
|
||||||
|
# # 获取活跃的工具
|
||||||
# 获取活跃的工具
|
# import uuid
|
||||||
import uuid
|
# tools = registry.list_tools(workspace_id=uuid.UUID(workspace_id))
|
||||||
tools = registry.list_tools(workspace_id=uuid.UUID(workspace_id))
|
# active_tools = [tool for tool in tools if tool.status.value == "active"]
|
||||||
active_tools = [tool for tool in tools if tool.status.value == "active"]
|
#
|
||||||
|
# # 转换为Langchain工具
|
||||||
# 转换为Langchain工具
|
# langchain_tools = []
|
||||||
langchain_tools = []
|
# for tool_info in active_tools:
|
||||||
for tool_info in active_tools:
|
# try:
|
||||||
try:
|
# tool_instance = registry.get_tool(tool_info.id)
|
||||||
tool_instance = registry.get_tool(tool_info.id)
|
# if tool_instance:
|
||||||
if tool_instance:
|
# langchain_tool = LangchainAdapter.convert_tool(tool_instance)
|
||||||
langchain_tool = LangchainAdapter.convert_tool(tool_instance)
|
# langchain_tools.append(langchain_tool)
|
||||||
langchain_tools.append(langchain_tool)
|
# except Exception as e:
|
||||||
except Exception as e:
|
# logger.error(f"转换工具失败: {tool_info.name}, 错误: {e}")
|
||||||
logger.error(f"转换工具失败: {tool_info.name}, 错误: {e}")
|
#
|
||||||
|
# logger.info(f"为工作流获取了 {len(langchain_tools)} 个工具")
|
||||||
logger.info(f"为工作流获取了 {len(langchain_tools)} 个工具")
|
# return langchain_tools
|
||||||
return langchain_tools
|
#
|
||||||
|
# except Exception as e:
|
||||||
except Exception as e:
|
# logger.error(f"获取工作流工具失败: {e}")
|
||||||
logger.error(f"获取工作流工具失败: {e}")
|
# return []
|
||||||
return []
|
#
|
||||||
|
#
|
||||||
|
# class ToolWorkflowNode:
|
||||||
class ToolWorkflowNode:
|
# """工具工作流节点 - 在工作流中执行工具"""
|
||||||
"""工具工作流节点 - 在工作流中执行工具"""
|
#
|
||||||
|
# def __init__(self, node_config: dict, workflow_config: dict):
|
||||||
def __init__(self, node_config: dict, workflow_config: dict):
|
# """初始化工具节点
|
||||||
"""初始化工具节点
|
#
|
||||||
|
# Args:
|
||||||
Args:
|
# node_config: 节点配置
|
||||||
node_config: 节点配置
|
# workflow_config: 工作流配置
|
||||||
workflow_config: 工作流配置
|
# """
|
||||||
"""
|
# self.node_config = node_config
|
||||||
self.node_config = node_config
|
# self.workflow_config = workflow_config
|
||||||
self.workflow_config = workflow_config
|
# self.tool_id = node_config.get("tool_id")
|
||||||
self.tool_id = node_config.get("tool_id")
|
# self.tool_parameters = node_config.get("parameters", {})
|
||||||
self.tool_parameters = node_config.get("parameters", {})
|
#
|
||||||
|
# async def run(self, state: WorkflowState) -> WorkflowState:
|
||||||
async def run(self, state: WorkflowState) -> WorkflowState:
|
# """执行工具节点"""
|
||||||
"""执行工具节点"""
|
# if not TOOL_MANAGEMENT_AVAILABLE:
|
||||||
if not TOOL_MANAGEMENT_AVAILABLE:
|
# logger.error("工具管理系统不可用")
|
||||||
logger.error("工具管理系统不可用")
|
# state["error"] = "工具管理系统不可用"
|
||||||
state["error"] = "工具管理系统不可用"
|
# return state
|
||||||
return state
|
#
|
||||||
|
# try:
|
||||||
try:
|
# from sqlalchemy.orm import Session
|
||||||
from sqlalchemy.orm import Session
|
# db = next(get_db())
|
||||||
db = next(get_db())
|
#
|
||||||
|
# # 创建工具执行器
|
||||||
# 创建工具执行器
|
# registry = ToolRegistry(db)
|
||||||
registry = ToolRegistry(db)
|
# executor = ToolExecutor(db, registry)
|
||||||
executor = ToolExecutor(db, registry)
|
#
|
||||||
|
# # 准备参数（支持变量替换）
|
||||||
# 准备参数（支持变量替换）
|
# parameters = self._prepare_parameters(state)
|
||||||
parameters = self._prepare_parameters(state)
|
#
|
||||||
|
# # 执行工具
|
||||||
# 执行工具
|
# result = await executor.execute_tool(
|
||||||
result = await executor.execute_tool(
|
# tool_id=self.tool_id,
|
||||||
tool_id=self.tool_id,
|
# parameters=parameters,
|
||||||
parameters=parameters,
|
# user_id=uuid.UUID(state["user_id"]),
|
||||||
user_id=uuid.UUID(state["user_id"]),
|
# workspace_id=uuid.UUID(state["workspace_id"])
|
||||||
workspace_id=uuid.UUID(state["workspace_id"])
|
# )
|
||||||
)
|
#
|
||||||
|
# # 更新状态
|
||||||
# 更新状态
|
# node_id = self.node_config.get("id")
|
||||||
node_id = self.node_config.get("id")
|
# if result.success:
|
||||||
if result.success:
|
# state["node_outputs"][node_id] = {
|
||||||
state["node_outputs"][node_id] = {
|
# "type": "tool",
|
||||||
"type": "tool",
|
# "tool_id": self.tool_id,
|
||||||
"tool_id": self.tool_id,
|
# "output": result.data,
|
||||||
"output": result.data,
|
# "execution_time": result.execution_time,
|
||||||
"execution_time": result.execution_time,
|
# "token_usage": result.token_usage
|
||||||
"token_usage": result.token_usage
|
# }
|
||||||
}
|
#
|
||||||
|
# # 更新运行时变量
|
||||||
# 更新运行时变量
|
# if isinstance(result.data, dict):
|
||||||
if isinstance(result.data, dict):
|
# for key, value in result.data.items():
|
||||||
for key, value in result.data.items():
|
# state["runtime_vars"][f"{node_id}.{key}"] = value
|
||||||
state["runtime_vars"][f"{node_id}.{key}"] = value
|
# else:
|
||||||
else:
|
# state["runtime_vars"][f"{node_id}.result"] = result.data
|
||||||
state["runtime_vars"][f"{node_id}.result"] = result.data
|
# else:
|
||||||
else:
|
# state["error"] = result.error
|
||||||
state["error"] = result.error
|
# state["error_node"] = node_id
|
||||||
state["error_node"] = node_id
|
# state["node_outputs"][node_id] = {
|
||||||
state["node_outputs"][node_id] = {
|
# "type": "tool",
|
||||||
"type": "tool",
|
# "tool_id": self.tool_id,
|
||||||
"tool_id": self.tool_id,
|
# "error": result.error,
|
||||||
"error": result.error,
|
# "execution_time": result.execution_time
|
||||||
"execution_time": result.execution_time
|
# }
|
||||||
}
|
#
|
||||||
|
# return state
|
||||||
return state
|
#
|
||||||
|
# except Exception as e:
|
||||||
except Exception as e:
|
# logger.error(f"工具节点执行失败: {e}")
|
||||||
logger.error(f"工具节点执行失败: {e}")
|
# state["error"] = str(e)
|
||||||
state["error"] = str(e)
|
# state["error_node"] = self.node_config.get("id")
|
||||||
state["error_node"] = self.node_config.get("id")
|
# return state
|
||||||
return state
|
#
|
||||||
|
# def _prepare_parameters(self, state: WorkflowState) -> dict:
|
||||||
def _prepare_parameters(self, state: WorkflowState) -> dict:
|
# """准备工具参数（支持变量替换）"""
|
||||||
"""准备工具参数（支持变量替换）"""
|
# parameters = {}
|
||||||
parameters = {}
|
#
|
||||||
|
# for key, value in self.tool_parameters.items():
|
||||||
for key, value in self.tool_parameters.items():
|
# if isinstance(value, str) and value.startswith("${") and value.endswith("}"):
|
||||||
if isinstance(value, str) and value.startswith("${") and value.endswith("}"):
|
# # 变量替换
|
||||||
# 变量替换
|
# var_path = value[2:-1]
|
||||||
var_path = value[2:-1]
|
#
|
||||||
|
# # 支持多层级变量访问，如 ${sys.message} 或 ${node1.result}
|
||||||
# 支持多层级变量访问，如 ${sys.message} 或 ${node1.result}
|
# if "." in var_path:
|
||||||
if "." in var_path:
|
# parts = var_path.split(".")
|
||||||
parts = var_path.split(".")
|
# current = state.get("variables", {})
|
||||||
current = state.get("variables", {})
|
#
|
||||||
|
# for part in parts:
|
||||||
for part in parts:
|
# if isinstance(current, dict) and part in current:
|
||||||
if isinstance(current, dict) and part in current:
|
# current = current[part]
|
||||||
current = current[part]
|
# else:
|
||||||
else:
|
# # 尝试从运行时变量获取
|
||||||
# 尝试从运行时变量获取
|
# runtime_key = ".".join(parts)
|
||||||
runtime_key = ".".join(parts)
|
# current = state.get("runtime_vars", {}).get(runtime_key, value)
|
||||||
current = state.get("runtime_vars", {}).get(runtime_key, value)
|
# break
|
||||||
break
|
#
|
||||||
|
# parameters[key] = current
|
||||||
parameters[key] = current
|
# else:
|
||||||
else:
|
# # 简单变量
|
||||||
# 简单变量
|
# variables = state.get("variables", {})
|
||||||
variables = state.get("variables", {})
|
# parameters[key] = variables.get(var_path, value)
|
||||||
parameters[key] = variables.get(var_path, value)
|
# else:
|
||||||
else:
|
# parameters[key] = value
|
||||||
parameters[key] = value
|
#
|
||||||
|
# return parameters
|
||||||
return parameters
|
#
|
||||||
|
#
|
||||||
|
# # 注册工具节点到NodeFactory（如果存在）
|
||||||
# 注册工具节点到NodeFactory（如果存在）
|
# try:
|
||||||
try:
|
# from app.core.workflow.nodes import NodeFactory
|
||||||
from app.core.workflow.nodes import NodeFactory
|
# if hasattr(NodeFactory, 'register_node_type'):
|
||||||
if hasattr(NodeFactory, 'register_node_type'):
|
# NodeFactory.register_node_type("tool", ToolWorkflowNode)
|
||||||
NodeFactory.register_node_type("tool", ToolWorkflowNode)
|
# logger.info("工具节点已注册到工作流系统")
|
||||||
logger.info("工具节点已注册到工作流系统")
|
# except Exception as e:
|
||||||
except Exception as e:
|
# logger.warning(f"注册工具节点失败: {e}")
|
||||||
logger.warning(f"注册工具节点失败: {e}")
|
|
||||||
@@ -13,10 +13,6 @@ from app.core.exceptions import BusinessException, ResourceNotFoundException
|
|||||||
from app.core.error_codes import BizCode
|
from app.core.error_codes import BizCode
|
||||||
from app.core.logging_config import get_business_logger
|
from app.core.logging_config import get_business_logger
|
||||||
from app.repositories import workspace_repository, knowledge_repository
|
from app.repositories import workspace_repository, knowledge_repository
|
||||||
from app.core.tools.registry import ToolRegistry
|
|
||||||
from app.core.tools.executor import ToolExecutor
|
|
||||||
from app.core.tools.langchain_adapter import LangchainAdapter
|
|
||||||
TOOL_MANAGEMENT_AVAILABLE = True
|
|
||||||
|
|
||||||
|
|
||||||
logger = get_business_logger()
|
logger = get_business_logger()
|
||||||
@@ -334,216 +330,3 @@ def create_agent_invocation_tool(
|
|||||||
return f"调用 Agent 失败: {str(e)}"
|
return f"调用 Agent 失败: {str(e)}"
|
||||||
|
|
||||||
return invoke_agent
|
return invoke_agent
|
||||||
|
|
||||||
def get_available_tools_for_agent(
|
|
||||||
db: Session,
|
|
||||||
workspace_id: uuid.UUID,
|
|
||||||
agent_id: Optional[uuid.UUID] = None
|
|
||||||
) -> List[Dict[str, Any]]:
|
|
||||||
"""获取Agent可用的工具列表
|
|
||||||
|
|
||||||
Args:
|
|
||||||
db: 数据库会话
|
|
||||||
workspace_id: 工作空间ID
|
|
||||||
agent_id: Agent ID（可选）
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
可用工具列表
|
|
||||||
"""
|
|
||||||
if not TOOL_MANAGEMENT_AVAILABLE:
|
|
||||||
logger.warning("工具管理系统不可用")
|
|
||||||
return []
|
|
||||||
|
|
||||||
try:
|
|
||||||
# 创建工具注册表
|
|
||||||
registry = ToolRegistry(db)
|
|
||||||
|
|
||||||
# 获取工具列表
|
|
||||||
tools = registry.list_tools(workspace_id=workspace_id)
|
|
||||||
|
|
||||||
# 转换为Agent可用的格式
|
|
||||||
available_tools = []
|
|
||||||
for tool_info in tools:
|
|
||||||
if tool_info.status.value == "active":
|
|
||||||
available_tools.append({
|
|
||||||
"id": tool_info.id,
|
|
||||||
"name": tool_info.name,
|
|
||||||
"description": tool_info.description,
|
|
||||||
"type": tool_info.tool_type.value,
|
|
||||||
"version": tool_info.version,
|
|
||||||
"tags": tool_info.tags,
|
|
||||||
"parameters": [
|
|
||||||
{
|
|
||||||
"name": param.name,
|
|
||||||
"type": param.type.value,
|
|
||||||
"description": param.description,
|
|
||||||
"required": param.required,
|
|
||||||
"default": param.default
|
|
||||||
}
|
|
||||||
for param in tool_info.parameters
|
|
||||||
]
|
|
||||||
})
|
|
||||||
|
|
||||||
logger.info(f"为Agent获取到 {len(available_tools)} 个可用工具")
|
|
||||||
return available_tools
|
|
||||||
|
|
||||||
except Exception as e:
|
|
||||||
logger.error(f"获取Agent可用工具失败: {e}")
|
|
||||||
return []
|
|
||||||
|
|
||||||
|
|
||||||
def create_langchain_tools_for_agent(
|
|
||||||
db: Session,
|
|
||||||
workspace_id: uuid.UUID,
|
|
||||||
agent_id: Optional[uuid.UUID] = None
|
|
||||||
) -> List[Any]:
|
|
||||||
"""为Agent创建Langchain兼容的工具列表
|
|
||||||
|
|
||||||
Args:
|
|
||||||
db: 数据库会话
|
|
||||||
workspace_id: 工作空间ID
|
|
||||||
agent_id: Agent ID（可选）
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
Langchain工具列表
|
|
||||||
"""
|
|
||||||
if not TOOL_MANAGEMENT_AVAILABLE:
|
|
||||||
logger.warning("工具管理系统不可用")
|
|
||||||
return []
|
|
||||||
|
|
||||||
try:
|
|
||||||
# 创建工具注册表
|
|
||||||
registry = ToolRegistry(db)
|
|
||||||
|
|
||||||
# 注册内置工具类
|
|
||||||
from app.core.tools.builtin import (
|
|
||||||
DateTimeTool, JsonTool, BaiduSearchTool, MinerUTool, TextInTool
|
|
||||||
)
|
|
||||||
registry.register_tool_class(DateTimeTool)
|
|
||||||
registry.register_tool_class(JsonTool)
|
|
||||||
registry.register_tool_class(BaiduSearchTool)
|
|
||||||
registry.register_tool_class(MinerUTool)
|
|
||||||
registry.register_tool_class(TextInTool)
|
|
||||||
|
|
||||||
# 获取活跃的工具
|
|
||||||
tools = registry.list_tools(workspace_id=workspace_id)
|
|
||||||
active_tools = [tool for tool in tools if tool.status.value == "active"]
|
|
||||||
|
|
||||||
# 转换为Langchain工具
|
|
||||||
langchain_tools = []
|
|
||||||
for tool_info in active_tools:
|
|
||||||
try:
|
|
||||||
tool_instance = registry.get_tool(tool_info.id)
|
|
||||||
if tool_instance:
|
|
||||||
langchain_tool = LangchainAdapter.convert_tool(tool_instance)
|
|
||||||
langchain_tools.append(langchain_tool)
|
|
||||||
except Exception as e:
|
|
||||||
logger.error(f"转换工具失败: {tool_info.name}, 错误: {e}")
|
|
||||||
|
|
||||||
logger.info(f"为Agent创建了 {len(langchain_tools)} 个Langchain工具")
|
|
||||||
return langchain_tools
|
|
||||||
|
|
||||||
except Exception as e:
|
|
||||||
logger.error(f"创建Agent Langchain工具失败: {e}")
|
|
||||||
return []
|
|
||||||
|
|
||||||
|
|
||||||
class ToolExecutionInput(BaseModel):
|
|
||||||
"""工具执行输入参数"""
|
|
||||||
tool_id: str = Field(..., description="工具ID")
|
|
||||||
parameters: Dict[str, Any] = Field(default_factory=dict, description="工具参数")
|
|
||||||
timeout: Optional[float] = Field(None, description="超时时间（秒）")
|
|
||||||
|
|
||||||
|
|
||||||
def create_tool_execution_tool(
|
|
||||||
db: Session,
|
|
||||||
workspace_id: uuid.UUID,
|
|
||||||
user_id: uuid.UUID
|
|
||||||
):
|
|
||||||
"""创建工具执行工具
|
|
||||||
|
|
||||||
Args:
|
|
||||||
db: 数据库会话
|
|
||||||
workspace_id: 工作空间ID
|
|
||||||
user_id: 用户ID
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
工具执行工具
|
|
||||||
"""
|
|
||||||
if not TOOL_MANAGEMENT_AVAILABLE:
|
|
||||||
logger.warning("工具管理系统不可用")
|
|
||||||
return None
|
|
||||||
|
|
||||||
@tool(args_schema=ToolExecutionInput)
|
|
||||||
async def execute_tool(
|
|
||||||
tool_id: str,
|
|
||||||
parameters: Dict[str, Any] = None,
|
|
||||||
timeout: Optional[float] = None
|
|
||||||
) -> str:
|
|
||||||
"""执行指定的工具。当需要使用系统中的工具来完成特定任务时使用。
|
|
||||||
|
|
||||||
Args:
|
|
||||||
tool_id: 工具ID（通过工具列表获取）
|
|
||||||
parameters: 工具参数（根据工具要求提供）
|
|
||||||
timeout: 超时时间（秒，可选）
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
工具执行结果
|
|
||||||
"""
|
|
||||||
try:
|
|
||||||
# 创建工具执行器
|
|
||||||
registry = ToolRegistry(db)
|
|
||||||
executor = ToolExecutor(db, registry)
|
|
||||||
|
|
||||||
# 执行工具
|
|
||||||
result = await executor.execute_tool(
|
|
||||||
tool_id=tool_id,
|
|
||||||
parameters=parameters or {},
|
|
||||||
user_id=user_id,
|
|
||||||
workspace_id=workspace_id,
|
|
||||||
timeout=timeout
|
|
||||||
)
|
|
||||||
|
|
||||||
if result.success:
|
|
||||||
# 格式化成功结果
|
|
||||||
if isinstance(result.data, str):
|
|
||||||
return result.data
|
|
||||||
else:
|
|
||||||
import json
|
|
||||||
return json.dumps(result.data, ensure_ascii=False, indent=2)
|
|
||||||
else:
|
|
||||||
return f"工具执行失败: {result.error}"
|
|
||||||
|
|
||||||
except Exception as e:
|
|
||||||
logger.error(f"工具执行异常: {tool_id}, 错误: {e}")
|
|
||||||
return f"工具执行异常: {str(e)}"
|
|
||||||
|
|
||||||
return execute_tool
|
|
||||||
|
|
||||||
|
|
||||||
def get_tool_management_tools(
|
|
||||||
db: Session,
|
|
||||||
workspace_id: uuid.UUID,
|
|
||||||
user_id: uuid.UUID
|
|
||||||
) -> List[Any]:
|
|
||||||
"""获取工具管理相关的工具
|
|
||||||
|
|
||||||
Args:
|
|
||||||
db: 数据库会话
|
|
||||||
workspace_id: 工作空间ID
|
|
||||||
user_id: 用户ID
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
工具管理工具列表
|
|
||||||
"""
|
|
||||||
if not TOOL_MANAGEMENT_AVAILABLE:
|
|
||||||
return []
|
|
||||||
|
|
||||||
tools = []
|
|
||||||
|
|
||||||
# 添加工具执行工具
|
|
||||||
execution_tool = create_tool_execution_tool(db, workspace_id, user_id)
|
|
||||||
if execution_tool:
|
|
||||||
tools.append(execution_tool)
|
|
||||||
|
|
||||||
return tools
|
|
||||||
Reference in New Issue
Block a user