| stats_tools = [ | |
| { | |
| "type": "function", | |
| "function": { | |
| "name": "regression_func", | |
| "description": f"""This a tool to calculate regressions on our SQLite table called 'data_source'. | |
| We can run queries with our 'sql_query_func' function and they will be available to use in this function via the query.csv file that is generated. | |
| Returns a dictionary of values that includes a regression_summary and a regression chart (which is an iframe displaying the | |
| linear regression in chart form and should be shown to the user).""", | |
| "parameters": { | |
| "type": "object", | |
| "properties": { | |
| "independent_variables": { | |
| "type": "array", | |
| "description": f"""An array of strings that states the independent variables in our data set which should be column names in our query.csv file that is generated | |
| in the 'sql_query_func' function. This will allow us to identify the data to use for our independent variables. | |
| Infer this from the user's message.""", | |
| "items": { | |
| "type": "string", | |
| } | |
| }, | |
| "dependent_variable": { | |
| "type": "string", | |
| "description": f"""A string that states the dependent variables in our data set which should be a column name in our query.csv file that is generated | |
| in the 'sql_query_func' function. This will allow us to identify the data to use for our dependent variables. | |
| Infer this from the user's message.""", | |
| "items": { | |
| "type": "string", | |
| } | |
| }, | |
| "category": { | |
| "type": "string", | |
| "description": f"""An optional column in our query.csv file that contain a parameter that will define the category for the data. | |
| Do not send value if no category is needed or specified. This category must be present in our query.csv file to be valid.""", | |
| "items": { | |
| "type": "string", | |
| } | |
| } | |
| }, | |
| "required": ["independent_variables","dependent_variable"], | |
| }, | |
| }, | |
| } | |
| ] |