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import os, wandb
from wandb.sdk.data_types.trace_tree import Trace
WANDB_API_KEY = os.environ["WANDB_API_KEY"]
def trace_wandb(config,
rag_option,
prompt,
completion,
result,
callback,
err_msg,
start_time_ms,
end_time_ms):
wandb.init(project = "openai-llm-rag")
trace = Trace(
kind = "LLM",
name = "Context-Aware Reasoning Application",
status_code = "success" if (str(err_msg) == "") else "error",
status_message = str(err_msg),
inputs = {"prompt": str(prompt),
"rag_option": str(rag_option),
"config": str(config)
} if (str(err_msg) == "") else {},
outputs = {"result": str(result),
"callback": str(callback),
"completion": str(completion)
} if (str(err_msg) == "") else {},
start_time_ms = start_time_ms,
end_time_ms = end_time_ms
)
trace.log("evaluation")
wandb.finish() |