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It would be great to have a feature where Wren automatically plots the data returned by the SQL query if the service determines the output data is plottable.
Step 1 -> User input
Step 2 -> alongside generating sql code, agent returns a score between 0 and 1 determining if this input would lead to plottable data
Step 3 -> agent executes the sql query and returns data
Step 4 -> this data is taken as input to further determine if it can be plotted using python and what's the best plot (bar chart/histogram/scatter plot) for this data
Step 5 -> add confidence scores from step 2 and step 4 to generate a final confidence score
Step 6 -> if the score is above a certain threshold, the agent will return python code to plot the data and display the plot/chart in UI
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It would be great to have a feature where Wren automatically plots the data returned by the SQL query if the service determines the output data is plottable.
Step 1 -> User input
Step 2 -> alongside generating sql code, agent returns a score between 0 and 1 determining if this input would lead to plottable data
Step 3 -> agent executes the sql query and returns data
Step 4 -> this data is taken as input to further determine if it can be plotted using python and what's the best plot (bar chart/histogram/scatter plot) for this data
Step 5 -> add confidence scores from step 2 and step 4 to generate a final confidence score
Step 6 -> if the score is above a certain threshold, the agent will return python code to plot the data and display the plot/chart in UI
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