Prevent hallucinating data sources by allowing it to make test requests during reasoning.
Too often does the model hallucinate data structures of data sources and apis (even making up the addresses of data sources). This can be fixed by implementing a feature that allows it to make a test request to the address it wants to use as a data source, feeding back the data structure of the actual returned data to it (or alternatively the inevitable error 404 when it hallucinates a datasource).
Thomas Gale
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