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| import json | |
| from .models import WorkflowNode | |
| def decision_prompt(instructions: str, item: str, choices: list[tuple[str, str]]) -> str: | |
| options = "\n".join(f"- {node_id}: {label}" for node_id, label in choices) | |
| return f"""You apply explicit decision rules in an educational workflow. | |
| Rules: | |
| {instructions or 'Choose the most suitable route.'} | |
| Current item: | |
| {item} | |
| Available routes (target ID: route label): | |
| {options} | |
| Return only one target ID exactly as shown. Do not explain or invent a route.""" | |
| def tool_prompt(tool: WorkflowNode, tool_input: str) -> str: | |
| return f"""You are a simulated tool in an educational sandbox. Never perform a real action. | |
| Tool name: {tool.data.label} | |
| Tool description: {tool.data.description} | |
| Expected input: {tool.data.input_guidance or 'Plain text relevant to the tool.'} | |
| Simulation instructions: {tool.data.prompt or 'Produce a plausible simulated result.'} | |
| Tool input: | |
| {tool_input} | |
| Return only the simulated tool output as concise plain text. Clearly label simulated side effects as simulated.""" | |
| def worker_prompt(instructions: str, item: str, tools: list[WorkflowNode], tool_results: list[dict]) -> str: | |
| tool_list = "\n".join( | |
| f"- {tool.id} | {tool.data.label}: {tool.data.description} | Input: {tool.data.input_guidance or 'plain text'}" | |
| for tool in tools | |
| ) or "- No tools are available." | |
| results = json.dumps(tool_results, ensure_ascii=False, indent=2) if tool_results else "None yet." | |
| return f"""You are an AI Worker in an educational agentic workflow. | |
| Instructions: | |
| {instructions or 'Complete the task using your best judgment.'} | |
| Current item: | |
| {item} | |
| Tools you are permitted to call: | |
| {tool_list} | |
| Tool results already received: | |
| {results} | |
| Decide whether another tool is genuinely needed. Return exactly one JSON object, with no markdown: | |
| {{"action":"call_tool","tool_id":"exact tool ID","tool_input":"specific input for the tool"}} | |
| or | |
| {{"action":"final","output":"your completed work, incorporating any useful tool results"}} | |
| Only call listed tools. Never claim a real-world action occurred.""" | |