How to return the result of function calling execution to the front end #9968
-
|
If anyone knows a good way to do this, please let me know. I am wondering how to pass information to the front-end application when an agent built with semantic kernel is function calling. For example, when I execute the following code, I get the following chunk. It is easy to tell the front end the name and arguments of the function calling used. The chunk contains the information, so it is read. So how best to communicate the results of the plugin's execution? If anyone knows of a common method used in the openai-related ecosystem, please let me know. |
Beta Was this translation helpful? Give feedback.
Answered by
ymuichiro
Dec 15, 2024
Replies: 2 comments 2 replies
-
|
note: #9408 (comment) |
Beta Was this translation helpful? Give feedback.
1 reply
-
Beta Was this translation helpful? Give feedback.
Answer selected by
yuichiromukaiyama
-
|
tried it. semantic kernel 1.17.1 async def main() -> None:
kernel = Kernel()
kernel.add_service(
service=AzureChatCompletion(
service_id=app_settings.SERVICE_ID,
api_key=app_settings.OPENAI_COMPLETION_API_KEY,
deployment_name=app_settings.OPENAI_COMPLETION_DEPLOYMENT_NAME,
endpoint=app_settings.OPENAI_COMPLETION_ENDPOINT,
)
)
kernel.add_plugin(plugin=MathPlugin(), plugin_name="math")
kernel.add_plugin(plugin=TimePlugin(), plugin_name="time")
settings = kernel.get_prompt_execution_settings_from_service_id(service_id=app_settings.SERVICE_ID)
if isinstance(settings, AzureChatPromptExecutionSettings):
settings.function_choice_behavior = FunctionChoiceBehavior.Auto(auto_invoke=True)
service = kernel.get_service(service_id=app_settings.SERVICE_ID)
if not isinstance(service, AzureChatCompletion):
raise Exception("Invalid Value")
history = ChatHistory()
history.add_user_message("3 + 3 = ?\nWhat is the time in Tokyo? =")
result = service.get_streaming_chat_message_contents(
chat_history=history,
settings=settings,
kernel=kernel,
arguments=KernelArguments(settings=settings),
)
async for content in result:
if content and content[0].inner_content is None:
print(">>",content[0].items)
if content and content[0].inner_content is not None:
print(content) |
Beta Was this translation helpful? Give feedback.
1 reply
-
|
to json ver async for content in result:
if content and content[0].inner_content is None:
fc_results = [item for item in content[0].items if isinstance(item, FunctionResultContent)]
for fc_result in fc_results:
print(">>>", fc_result.model_dump_json())
if content and content[0].inner_content is not None:
print(">>", content[0].inner_content.model_dump_json()){"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":"assistant","tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":"call_6I0gVJPxKPUL1AuprSzROa24","function":{"arguments":"","name":"math-Add"},"type":"function"}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":null,"function":{"arguments":"{\"in","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":null,"function":{"arguments":"put\":","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":null,"function":{"arguments":" 3, \"a","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":null,"function":{"arguments":"moun","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":null,"function":{"arguments":"t\": 3","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":0,"id":null,"function":{"arguments":"}","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":1,"id":"call_HO1hzQoSSTiyQ1xKurht2lO5","function":{"arguments":"","name":"time-time"},"type":"function"}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":[{"index":1,"id":null,"function":{"arguments":"{}","name":null},"type":null}]},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":"tool_calls","index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1feEVgq8MTJi83e7pIm3WdIq5OP","choices":[],"created":1735056218,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":{"completion_tokens":47,"prompt_tokens":444,"total_tokens":491,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0}}}
{"ai_model_id":null,"metadata":{"arguments":{"input":3,"amount":3},"used_arguments":{"input":3,"amount":3}},"content_type":"function_result","id":"call_6I0gVJPxKPUL1AuprSzROa24","result":"6","name":"math-Add","function_name":"Add","plugin_name":"math","encoding":null}
{"ai_model_id":null,"metadata":{"arguments":{},"used_arguments":{}},"content_type":"function_result","id":"call_HO1hzQoSSTiyQ1xKurht2lO5","result":"01:03:38 AM","name":"time-time","function_name":"time","plugin_name":"time","encoding":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"","function_call":null,"refusal":null,"role":"assistant","tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"3","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" +","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" ","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"3","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" =","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" ","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"6","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":".\n\n","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"The","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" current","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" time","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" in","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" Tokyo","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" is","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" ","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"01","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":":","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"03","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":":","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":"38","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":" AM","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":".","function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":null,"index":0,"logprobs":null,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[{"delta":{"content":null,"function_call":null,"refusal":null,"role":null,"tool_calls":null},"finish_reason":"stop","index":0,"logprobs":null,"content_filter_results":{}}],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":null}
{"id":"chatcmpl-Ai1ff3hcodIw1m9B2SgiVJxFn7S7s","choices":[],"created":1735056219,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion.chunk","service_tier":null,"system_fingerprint":"fp_5154047bf2","usage":{"completion_tokens":23,"prompt_tokens":512,"total_tokens":535,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0}}} |
Beta Was this translation helpful? Give feedback.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
#9974