Getting charged for multiple failed OpenAI requests?

[OblivionDawn]

I'm experimenting with Langchain+ChatGPT, and I've noticed some odd behavior. Not sure if this is part a result of Langchain's inner workings (I'm still learning about it), but it seems like when you make a request that results in a Timeout error, those multiple API calls still get counted and charged in OpenAI (example below). This can result in paying up to $0.50 for a request that didn't work. Has anyone else noticed this?

Timeout errors resulting from one run of a Langchain script:

Multiple requests being charged. They all seem to be the same request (same number of tokens everytime):