Analyze Customer Reviews with Gemini Using SQL Reviews

good labs

Uday R. · Reviewed 24 days ago

William M. · Reviewed 24 days ago

good

Shubhajit G. · Reviewed 25 days ago

Alireza A. · Reviewed 25 days ago

SEONGHYEON K. · Reviewed 26 days ago

LEQUELLEC O. · Reviewed 26 days ago

Luismi M. · Reviewed 26 days ago

Pawan K. · Reviewed 26 days ago

Shawn G. · Reviewed 26 days ago

Harish L. · Reviewed 27 days ago

SAhil K. · Reviewed 28 days ago

Steven B. · Reviewed 28 days ago

Patrick J. · Reviewed 28 days ago

The llm failed to produce valid json. CREATE OR REPLACE TABLE `gemini_demo.customer_reviews_cs_response` AS ( SELECT ml_generate_text_llm_result, social_media_source, review_text, customer_id, location_id, review_datetime FROM ML.GENERATE_TEXT( MODEL `gemini_demo.gemini_pro`, ( SELECT social_media_source, customer_id, location_id, review_text, review_datetime, CONCAT( 'How would you respond to this customer review? If the customer says the coffee is weak or burnt, respond stating "thank you for the review we will provide your response to the location that you did not like the coffee and it could be improved." Or if the review states the service is bad, respond to the customer stating, "the location they visited has been notfied and we are taking action to improve our service at that location." From the customer reviews provide actions that the location can take to improve. The response and the actions should be simple, and to the point. Do not include any extraneous or special characters in your response. Answer in JSON format with two keys: Response, and Actions. Response should be a string. Actions should be a string.', review_text) AS prompt FROM `gemini_demo.customer_reviews` WHERE customer_id = 8844 ), STRUCT( 0.2 AS temperature, TRUE AS flatten_json_output))); returned ```json { "Response": "Thank you for the review. We are sorry to hear that you had a negative experience at our coffee truck. We have notified the location that you visited and we are taking action to improve our service and the quality of our coffee and pastries. We appreciate your feedback and we will use it to make our business better.", "Actions": "The location has been notified of the customer's feedback and is taking the following actions to improve:\n\n* Staff will be retrained on customer service to ensure that all customers receive prompt and courteous service.\n* The coffee brewing process -- yes i did expand the cell -- This caused the formatting query to fail, Action was null.

Jozsef C. · Reviewed 28 days ago

ME24B023 L. · Reviewed 29 days ago

Md Iftekhar . · Reviewed 29 days ago

Zhan C. · Reviewed 30 days ago

Nicola G. · Reviewed 30 days ago

Julien M. · Reviewed 30 days ago

Cédric M. · Reviewed 30 days ago

Sabrine A. · Reviewed 30 days ago

Vincent D. · Reviewed 30 days ago

Arnaud M. · Reviewed 30 days ago

Yomna M. · Reviewed 30 days ago

Nour S. · Reviewed about 1 month ago