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This PR adds * `ZeroShotAgent.as_sql_agent`, which returns an agent for interacting with a sql database. This builds off of `SQLDatabaseChain`. The main advantages are 1) answering general questions about the db, 2) access to a tool for double checking queries, and 3) recovering from errors * `ZeroShotAgent.as_json_agent` which returns an agent for interacting with json blobs. * Several examples in notebooks --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
15 lines
550 B
Python
15 lines
550 B
Python
# flake8: noqa
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QUERY_CHECKER = """
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{query}
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Double check the {dialect} query above for common mistakes, including:
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- Using NOT IN with NULL values
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- Using UNION when UNION ALL should have been used
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- Using BETWEEN for exclusive ranges
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- Data type mismatch in predicates
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- Properly quoting identifiers
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- Using the correct number of arguments for functions
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- Casting to the correct data type
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- Using the proper columns for joins
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If there are any of the above mistakes, rewrite the query. If there are no mistakes, just reproduce the original query."""
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