| __all__ = ['AgentCostManager'] | |
| class AgentCostManager(): | |
| dependencies = [] | |
| inputSchema = { | |
| "name": "AgentCostManager", | |
| "description": "Retrieves the cost of creating and invoking an agent. Please make sure to use this before creating an agent.", | |
| "parameters": { | |
| "type": "object", | |
| "properties": {}, | |
| "required": [], | |
| } | |
| } | |
| costs = { | |
| "llama3.2": { | |
| "description": "3 Billion parameter model", | |
| "create_resource_cost": 50, | |
| "invoke_resource_cost": 30, | |
| }, | |
| "mistral": { | |
| "description": "7 Billion parameter model", | |
| "create_resource_cost": 75, | |
| "invoke_resource_cost": 40, | |
| }, | |
| "deepseek-r1": { | |
| "description": "7 Billion reasoning model", | |
| "create_resource_cost": 28, | |
| "invoke_resource_cost": 35, | |
| }, | |
| "gemini-2.5-flash-preview-04-17": { | |
| "description": "Adaptive thinking, cost efficiency", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.00017 | |
| }, | |
| "gemini-2.5-pro-preview-03-25": { | |
| "description": "Enhanced thinking and reasoning, multimodal understanding, advanced coding, and more", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.0001275 | |
| }, | |
| "gemini-2.0-flash": { | |
| "description": "Next generation features, speed, thinking, realtime streaming, and multimodal generation", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.00017 | |
| }, | |
| "gemini-2.0-flash-lite": { | |
| "description": "Cost efficiency and low latency", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.00017 | |
| }, | |
| "gemini-1.5-flash": { | |
| "description": "Fast and versatile performance across a diverse variety of tasks", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.00017 | |
| }, | |
| "gemini-1.5-flash-8b": { | |
| "description": "High volume and lower intelligence tasks", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.00017 | |
| }, | |
| "gemini-1.5-pro": { | |
| "description": "Complex reasoning tasks requiring more intelligence", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.0001275 | |
| }, | |
| "gemini-2.0-flash-live-001": { | |
| "description": "Low-latency bidirectional voice and video interactions", | |
| "create_expense_cost": 0.005, | |
| "invoke_expense_cost": 0.000635 | |
| } | |
| } | |
| def get_costs(self): | |
| return self.costs | |
| def run(self, **kwargs): | |
| return { | |
| "status": "success", | |
| "message": "Cost of creating and invoking an agent", | |
| "output": self.costs, | |
| } | |