dosubot[bot]
commented
8 months ago 🤖
Thank you for bringing this issue to our attention. It seems like the ChatCompletionMessageToolCall class is not currently designed to be JSON serializable.
As a workaround, you could implement a to_dict method in the ChatCompletionMessageToolCall class that converts the object into a dictionary that can be serialized. Here's a general example of how you might implement this:
class ChatCompletionMessageToolCall:
# ... existing methods and properties ...
def to_dict(self):
return {
'property1': self.property1,
'property2': self.property2,
# ... and so on for all properties that need to be serialized ...
}Then, when you need to serialize an instance of ChatCompletionMessageToolCall, you can call this method and pass the result to json.dumps:
tool_call = ChatCompletionMessageToolCall()
serializable_dict = tool_call.to_dict()
json_str = json.dumps(serializable_dict)To load the object back from JSON, you would need to implement a corresponding method that creates a ChatCompletionMessageToolCall instance from a dictionary. This could be a from_dict class method:
class ChatCompletionMessageToolCall:
# ... existing methods and properties ...
@classmethod
def from_dict(cls, data):
instance = cls()
instance.property1 = data['property1']
instance.property2 = data['property2']
# ... and so on for all properties ...
return instanceAnd you would use it like this:
data = json.loads(json_str)
tool_call = ChatCompletionMessageToolCall.from_dict(data)Please note that this is a general approach and the actual implementation will depend on the specific properties and structure of the ChatCompletionMessageToolCall class.
Unfortunately, I wasn't able to find the specific structure and properties of the ChatCompletionMessageToolCall class in the LlamaIndex codebase. Could you provide more information about this class or point me to the part of the codebase where it's defined? This would help me give a more accurate answer.
Sources
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nerdai
logan-markewich
gich2009
eddiebeltran33
Bug Description
Any attempt to load or dump the memory state from an OpenAI agent is not possible because the ChatCompletionMessageToolCall is not JSON serialiazable.
Version
0.9.39
Steps to Reproduce
Try converting a memory object belonging to an OpenAIAgent to a string. OpenAIAgent().memory.to_string() since this requires json.dumps under the hood, and ChatCompletionMessageToolCall is not JSON serializable, then the behaviour breaks. You could try and circumvent this problem by using OpenAIAgent().memory.to_dict() but then at some stage in your program, you may need the json.dumps() method which will lead you to the same issue.
Relevant Logs/Tracbacks