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# Tool registration example class ToolRegistry: def register_tool(self, tool_info: dict): """ Register a new tool tool_info = { "name": "Text Translation Tool", "id": "translate_v1", "description": "Supports multi-language text translation", "version": "1.0.0", "api_schema": {...} } """ # Validate required information self._validate_tool_info(tool_info) # Store in database self.db.save_tool(tool_info)
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-- Core table structure CREATE TABLE tools ( id VARCHAR(50) PRIMARY KEY, name VARCHAR(100) NOT NULL, description TEXT, version VARCHAR(20), api_schema JSON, created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP );
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class ToolLoader: def __init__(self): self._loaded_tools = {} def load_tool(self, tool_id: str): """Dynamically load a tool""" if tool_id in self._loaded_tools: return self._loaded_tools[tool_id] tool_info = self.registry.get_tool(tool_id) tool = self._create_tool_instance(tool_info) self._loaded_tools[tool_id] = tool return tool
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class ToolAccessControl: def check_permission(self, user_id: str, tool_id: str) -> bool: """Check if user has permission to use a tool""" user_role = self.get_user_role(user_id) tool_permissions = self.get_tool_permissions(tool_id) return user_role in tool_permissions
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class ToolTracer: def trace_call(self, tool_id: str, params: dict): span = self.tracer.start_span( name=f"tool_call_{tool_id}", attributes={ "tool_id": tool_id, "params": json.dumps(params), "timestamp": time.time() } ) return span
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class ToolMonitor: def collect_metrics(self, tool_id: str): """Collect tool usage metrics""" metrics = { "qps": self._calculate_qps(tool_id), "latency": self._get_avg_latency(tool_id), "error_rate": self._get_error_rate(tool_id) } return metrics def check_alerts(self, metrics: dict): """Check if alerts need to be triggered""" if metrics["error_rate"] > 0.1: # Error rate > 10% self.send_alert("High Error Rate Alert")
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# Initialize platform platform = ToolPlatform() # Register new tool platform.registry.register_tool({ "id": "weather_v1", "name": "Weather Query Tool", "description": "Get weather information for major cities worldwide", "version": "1.0.0", "api_schema": { "input": { "city": "string", "country": "string" }, "output": { "temperature": "float", "weather": "string" } } }) # Use tool async def use_weather_tool(city: str): # Permission check if not platform.access_control.check_permission(user_id, "weather_v1"): raise PermissionError("No permission to use this tool") # Load tool tool = platform.loader.load_tool("weather_v1") # Call tracing with platform.tracer.trace_call("weather_v1", {"city": city}): result = await tool.query_weather(city) # Collect metrics platform.monitor.collect_metrics("weather_v1") return result
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