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fix: handle multiple tool calls in tools examples #634

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fix: handle multiple tool calls in tools examples #634

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13 changes: 7 additions & 6 deletions examples/async-tools.py
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Original file line number Diff line number Diff line change
Expand Up @@ -62,6 +62,9 @@ async def main():

if response.message.tool_calls:
# There may be multiple tool calls in the response
# Add the assistant message with tool calls to the conversation
messages.append(response.message)

for tool in response.message.tool_calls:
# Ensure the function is available, and then call it
if function_to_call := available_functions.get(tool.function.name):
Expand All @@ -71,14 +74,12 @@ async def main():
print('Function output:', output)
else:
print('Function', tool.function.name, 'not found')
output = 'Function not found'

# Only needed to chat with the model using the tool call results
if response.message.tool_calls:
# Add the function response to messages for the model to use
messages.append(response.message)
messages.append({'role': 'tool', 'content': str(output), 'tool_name': tool.function.name})
# Add each tool result as a separate message
messages.append({'role': 'tool', 'content': str(output), 'tool_name': tool.function.name})

# Get final response from model with function outputs
# Get final response from model with all tool call results
final_response = await client.chat('llama3.1', messages=messages)
print('Final response:', final_response.message.content)

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13 changes: 7 additions & 6 deletions examples/tools.py
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Original file line number Diff line number Diff line change
Expand Up @@ -60,6 +60,9 @@ def subtract_two_numbers(a: int, b: int) -> int:

if response.message.tool_calls:
# There may be multiple tool calls in the response
# Add the assistant message with tool calls to the conversation
messages.append(response.message)

for tool in response.message.tool_calls:
# Ensure the function is available, and then call it
if function_to_call := available_functions.get(tool.function.name):
Expand All @@ -69,14 +72,12 @@ def subtract_two_numbers(a: int, b: int) -> int:
print('Function output:', output)
else:
print('Function', tool.function.name, 'not found')
output = 'Function not found'

# Only needed to chat with the model using the tool call results
if response.message.tool_calls:
# Add the function response to messages for the model to use
messages.append(response.message)
messages.append({'role': 'tool', 'content': str(output), 'tool_name': tool.function.name})
# Add each tool result as a separate message
messages.append({'role': 'tool', 'content': str(output), 'tool_name': tool.function.name})

# Get final response from model with function outputs
# Get final response from model with all tool call results
final_response = chat('llama3.1', messages=messages)
print('Final response:', final_response.message.content)

Expand Down