Closed
Description
Enabling traces results in duplicates. Even the LLM calls seem to happen twice with same content.
Debug information
- Agents SDK version:
v0.0.3 - Python version:
Python 3.10
Repro steps
from agents import Agent, FunctionTool, RunContextWrapper, function_tool, Runner, enable_verbose_stdout_logging
enable_verbose_stdout_logging()
@function_tool
def multiplication_tool_crew(first_number: int, second_number: int) -> str:
"""Useful for when you need to multiply two numbers together."""
return first_number * second_number
async def main() -> None:
agent = Agent(
"assistant",
instructions="Your goal is to answer the question asked",
tools=[multiplication_tool_crew],
model="gpt-4o-mini"
)
res = await Runner.run(agent, "Multiply numbers 3 and 3")
return res
results = await main()Creating trace Agent workflow with id trace_c9d4682181904a829ee48ffd3c3331e4
Creating trace Agent workflow with id trace_c9d4682181904a829ee48ffd3c3331e4
Creating trace Agent workflow with id trace_c9d4682181904a829ee48ffd3c3331e4
Creating trace Agent workflow with id trace_c9d4682181904a829ee48ffd3c3331e4
Setting current trace: trace_c9d4682181904a829ee48ffd3c3331e4
Setting current trace: trace_c9d4682181904a829ee48ffd3c3331e4
Setting current trace: trace_c9d4682181904a829ee48ffd3c3331e4
Setting current trace: trace_c9d4682181904a829ee48ffd3c3331e4
Creating span <agents.tracing.span_data.AgentSpanData object at 0xffff5d1e6660> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0xffff5d1e6660> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0xffff5d1e6660> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0xffff5d1e6660> with id None
Running agent assistant (turn 1)
Running agent assistant (turn 1)
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5ee7d500> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5ee7d500> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5ee7d500> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5ee7d500> with id None
Calling LLM gpt-4o-mini with input:
[
{
"content": "Multiply numbers are 3 and 3",
"role": "user"
}
]
Tools:
[
{
"name": "multiplication_tool_crew",
"parameters": {
"properties": {
"first_number": {
"title": "First Number",
"type": "integer"
},
"second_number": {
"title": "Second Number",
"type": "integer"
}
},
"required": [
"first_number",
"second_number"
],
"title": "multiplication_tool_crew_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Useful for when you need to multiply two numbers together."
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN
Calling LLM gpt-4o-mini with input:
[
{
"content": "Multiply numbers are 3 and 3",
"role": "user"
}
]
Tools:
[
{
"name": "multiplication_tool_crew",
"parameters": {
"properties": {
"first_number": {
"title": "First Number",
"type": "integer"
},
"second_number": {
"title": "Second Number",
"type": "integer"
}
},
"required": [
"first_number",
"second_number"
],
"title": "multiplication_tool_crew_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Useful for when you need to multiply two numbers together."
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN
LLM resp:
[
{
"id": "fc_67d1abfab1d48191b295cc2d0bdd123b02b1fe54032bc4cf",
"arguments": "{\"first_number\":3,\"second_number\":3}",
"call_id": "call_NGfFinOHzCoU0QqZGMxNF39l",
"name": "multiplication_tool_crew",
"type": "function_call",
"status": "completed"
}
]
LLM resp:
[
{
"id": "fc_67d1abfab1d48191b295cc2d0bdd123b02b1fe54032bc4cf",
"arguments": "{\"first_number\":3,\"second_number\":3}",
"call_id": "call_NGfFinOHzCoU0QqZGMxNF39l",
"name": "multiplication_tool_crew",
"type": "function_call",
"status": "completed"
}
]
Creating span <agents.tracing.span_data.FunctionSpanData object at 0xffff5d1babb0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0xffff5d1babb0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0xffff5d1babb0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0xffff5d1babb0> with id None
Invoking tool multiplication_tool_crew with input {"first_number":3,"second_number":3}
Invoking tool multiplication_tool_crew with input {"first_number":3,"second_number":3}
Tool call args: [3, 3], kwargs: {}
Tool call args: [3, 3], kwargs: {}
Tool multiplication_tool_crew returned 9
Tool multiplication_tool_crew returned 9
Running agent assistant (turn 2)
Running agent assistant (turn 2)
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5d32e880> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5d32e880> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5d32e880> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0xffff5d32e880> with id None
Calling LLM gpt-4o-mini with input:
[
{
"content": "Multiply numbers are 3 and 3",
"role": "user"
},
{
"id": "fc_67d1abfab1d48191b295cc2d0bdd123b02b1fe54032bc4cf",
"arguments": "{\"first_number\":3,\"second_number\":3}",
"call_id": "call_NGfFinOHzCoU0QqZGMxNF39l",
"name": "multiplication_tool_crew",
"type": "function_call",
"status": "completed"
},
{
"call_id": "call_NGfFinOHzCoU0QqZGMxNF39l",
"output": "9",
"type": "function_call_output"
}
]
Tools:
[
{
"name": "multiplication_tool_crew",
"parameters": {
"properties": {
"first_number": {
"title": "First Number",
"type": "integer"
},
"second_number": {
"title": "Second Number",
"type": "integer"
}
},
"required": [
"first_number",
"second_number"
],
"title": "multiplication_tool_crew_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Useful for when you need to multiply two numbers together."
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN
Calling LLM gpt-4o-mini with input:
[
{
"content": "Multiply numbers are 3 and 3",
"role": "user"
},
{
"id": "fc_67d1abfab1d48191b295cc2d0bdd123b02b1fe54032bc4cf",
"arguments": "{\"first_number\":3,\"second_number\":3}",
"call_id": "call_NGfFinOHzCoU0QqZGMxNF39l",
"name": "multiplication_tool_crew",
"type": "function_call",
"status": "completed"
},
{
"call_id": "call_NGfFinOHzCoU0QqZGMxNF39l",
"output": "9",
"type": "function_call_output"
}
]
Tools:
[
{
"name": "multiplication_tool_crew",
"parameters": {
"properties": {
"first_number": {
"title": "First Number",
"type": "integer"
},
"second_number": {
"title": "Second Number",
"type": "integer"
}
},
"required": [
"first_number",
"second_number"
],
"title": "multiplication_tool_crew_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Useful for when you need to multiply two numbers together."
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN
LLM resp:
[
{
"id": "msg_67d1abfb60d0819197564fc1685f589502b1fe54032bc4cf",
"content": [
{
"annotations": [],
"text": "The result of multiplying 3 and 3 is 9.",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]
LLM resp:
[
{
"id": "msg_67d1abfb60d0819197564fc1685f589502b1fe54032bc4cf",
"content": [
{
"annotations": [],
"text": "The result of multiplying 3 and 3 is 9.",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]
Resetting current trace
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Resetting current trace
Expected behavior
A clear and concise description of what you expected to happen.