Update agents/agents_nodes.py
Browse files- agents/agents_nodes.py +20 -57
agents/agents_nodes.py
CHANGED
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@@ -86,83 +86,46 @@ F_MAPPING = {
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def format_output(state: AgentState):
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try:
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# Validate
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if len(state["messages"]) < 2:
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return {"output": {"error": "
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#
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last_msg = state["messages"][-1]
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second_last_msg = state["messages"][-2]
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# Verify message types
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if not isinstance(last_msg, ToolMessage):
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return {"output": {"error": "Last message
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if not isinstance(second_last_msg, AIMessage):
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return {"output": {"error": "Second-last message
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# Parse tool result
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try:
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tool_result = json.loads(last_msg.content)
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except json.JSONDecodeError:
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return {"output": {"error": "ToolMessage content is invalid JSON"}}
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# Validate tool call structure
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if not second_last_msg.tool_calls:
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return {"output": {"error": "AIMessage
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# Process factor type
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factor_type = args.get("F")
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if not factor_type or factor_type not in F_MAPPING:
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return {"output": {"error": f"Invalid factor type: {factor_type}"}}
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result_key = F_MAPPING[factor_type]
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if result_key not in tool_result:
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return {"output": {"error": f"Result key {result_key} not found"}}
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value = tool_result[result_key]
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return {"output": {result_key: round(float(value), 2)}}
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except Exception as e:
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return {"output": {"error": f"
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# def format_output(state: AgentState):
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# try:
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# # The last message should be the ToolMessage (from the tool node)
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# if not state["messages"] or not isinstance(state["messages"][-1], ToolMessage):
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# return {"output": {"error": "No tool result found in the last message"}}
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# tool_message = state["messages"][-1]
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# # Parse the content of the tool message as JSON
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# tool_result = json.loads(tool_message.content)
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# # The second last message should be the AIMessage with the tool call
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# if len(state["messages"]) < 2 or not isinstance(state["messages"][-2], AIMessage):
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# return {"output": {"error": "No AI message (with tool call) found before the tool message"}}
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# ai_message = state["messages"][-2]
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# if not ai_message.tool_calls:
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# return {"output": {"error": "The AI message does not contain tool calls"}}
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# # We take the first tool call (since we forced one tool)
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# tool_call = ai_message.tool_calls
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# args = tool_call["args"]
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# # Get the factor type from the args
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# factor_type = args["F"]
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# if factor_type not in F_MAPPING:
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# return {"output": {"error": f"Unrecognized factor type: {factor_type}"}}
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# result_key = F_MAPPING[factor_type]
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# if result_key not in tool_result:
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# return {"output": {"error": f"Expected key {result_key} not found in tool result"}}
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# value = tool_result[result_key]
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# return {"output": {result_key: round(float(value), 2)}}
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# except (KeyError, TypeError, json.JSONDecodeError, IndexError) as e:
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# return {"output": {"error": f"Result formatting failed: {str(e)}"}}
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def format_output(state: AgentState):
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try:
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# 1. Validate minimum message count
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if len(state["messages"]) < 2:
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return {"output": {"error": f"Only {len(state['messages'])} messages, need 2 for processing"}}
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# 2. Safe element access
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last_msg = state["messages"][-1]
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second_last_msg = state["messages"][-2]
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# 3. Verify message types
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if not isinstance(last_msg, ToolMessage):
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return {"output": {"error": f"Last message is {type(last_msg).__name__}, expected ToolMessage"}}
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if not isinstance(second_last_msg, AIMessage):
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return {"output": {"error": f"Second-last message is {type(second_last_msg).__name__}, expected AIMessage"}}
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# 4. Parse tool result
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try:
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tool_result = json.loads(last_msg.content)
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except json.JSONDecodeError:
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return {"output": {"error": "ToolMessage content is invalid JSON"}}
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# 5. Validate tool call structure
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if not hasattr(second_last_msg, 'tool_calls') or not second_last_msg.tool_calls:
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return {"output": {"error": "AIMessage contains no tool calls"}}
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# 6. Handle single vs multiple tool calls
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tool_call = second_last_msg.tool_calls if isinstance(second_last_msg.tool_calls, list) else second_last_msg.tool_calls
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args = tool_call.get("args", {})
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# 7. Process factor type
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factor_type = args.get("F", "").strip()
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if not factor_type or factor_type not in F_MAPPING:
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return {"output": {"error": f"Invalid/missing factor type: '{factor_type}'"}}
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result_key = F_MAPPING[factor_type]
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if result_key not in tool_result:
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return {"output": {"error": f"Result key '{result_key}' not found in tool output"}}
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# 8. Format final output
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value = tool_result[result_key]
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return {"output": {result_key: round(float(value), 2)}}
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except Exception as e:
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return {"output": {"error": f"Unhandled exception: {str(e)}"}}
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