GPTCache

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Current Behavior

The llm adapter does not fail but it only to generate directly from llm when the similarity threshold is close enough to the maximum distance. It means what you get is either a positive or a negative hit. There is no cache miss. So I'm not sure what it is trying to do with try-except block in the code below ?

https://github.com/zilliztech/GPTCache/blob/main/examples/benchmark/benchmark_sqlite_faiss_onnx.py

Can you update for the benchmark code that you used to generate the figures in the report in the examples folder ?

Expected Behavior

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Steps To Reproduce

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Environment

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Anything else?

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@songsey You can try to reduce the similarity_threshold, such as 0.9 or 0.8, you will get different results.

It doesn’t seem to me llm adapter is going to raise an exception if it doesn’t meet the theshold requirement?

Got it. When running this script, the network should be disconnected, which means that when you need to access openai, an error will be reported, which means that the cache is invalid.

Can you check the script with LangChainLLM class ? It doesn’t seem to “disconnect”