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Support cost estimation before execution and improve configuration
The default configurations in the Readme.md are corresponding to our hyper-parameters setup in the NAACL'24 paper.
As people are using/building on top of this project, having cost estimation (maximum number of call to language model, maximum number of call to search engine/retriever) is necessary.