Feature(wren-ai-service): SQL Correction Refinement #411
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Description
Currently, the invalid generation results are all processed in 1 prompt.
Now we proposed a refinement plan to separate the correction into 2 detailed steps:
First, we pass the sql, the summary and the error message to LLM, let it analyzes the error message, and define the following additional attributes:
error_type
: the error type of the invalid sql, currently we want it to identify 3 types of errortable not found
,column not found
andothers
error_point
: identify which part of the sql is incorrect, currently, it will be the wrong table name or wrong column name.mdl_check_result
After we attach 3 additional attributes to the original invalid results, the correction prompts will be generated according to the error_type of each invalid sql, then pass to LLM 1 by 1
Results
[TODO]