handle multiple function calls in openai #346
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…nly one function call at a time. Fixed this to handle multiple function calls.
jeevan057
changed the title
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This is awesome. Thank you! @chadbailey59 what do you think? |
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Great thanks! |
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any concerns merging this? I'm running into the same error. |
kwindla
requested changes
Sep 30, 2024
src/pipecat/services/openai.py
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| tool_id_list.append(tool_call_id) | ||
| for function_name,arguments,tool_id in zip(functions_list,arguments_list,tool_id_list): | ||
| if self.has_function(function_name): | ||
| await self._handle_function_call(context, tool_call_id, function_name, arguments) |
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The argument here should be tool_id not tool_call_id.
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Oof. Enough stuff has changed out from under this PR that there needs to be some more code in the context aggregator to make this work, now. I'll figure this out tonight and post another PR. Thank you for doing the work, here ... we'll get this into the next Pipecat release! |
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openai can give multiple tool calls
ex : "message": {
"role": "assistant",
"content": null,
"tool_calls": [
{
"id": "call_cuC7cq3IoIqCN2IvwfGuNl8J",
"type": "function",
"function": {
"name": "add_numbers",
"arguments": "{"a": 1, "b": 2}"
}
},
{
"id": "call_SfbHakQINYSeK9a7VzQq50OW",
"type": "function",
"function": {
"name": "add_numbers",
"arguments": "{"a": 3, "b": 4}"
}
}
],
"refusal": null
},
The current implementation assumes only single function call. In this case we get function name as add_numbersadd_numbers (here we have function name twice ). This would fail when the openai is giving multiple tool calls.
The fix I used is create a list of function names and call them.