Sample row in table info for SQLDatabase (#769) #782
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The agents usually benefit from understanding what the data looks like to be able to filter effectively. Sending just one row in the table info allows the agent to understand the data before querying and get better results. --------- Co-authored-by: Francisco Ingham <>
hwchase17
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Feb 7, 2023
#782 added the ability to include a sample row of a table to the prompt to provide more context for the model. As demonstrated in [this paper](https://arxiv.org/abs/2204.00498), performance increases with the number of rows provided, up to 3 in their tests. This PR builds on #782 to allow for selecting the number of rows to include. Also, a few of the outputs in the sqlite example notebook were incorrect for the chinook db - there are 8 entries in the employee table, not 9.
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The agents usually benefit from understanding what the data looks like to be able to filter effectively. Sending just one row in the table info allows the agent to understand the data before querying and get better results.
Co-authored-by: Francisco Ingham <>