搭配使用 SQL，運用 Gemini 分析顧客評論 Reviews

Patrick J. · Reviewed almost 2 years 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 almost 2 years ago

ME24B023 L. · Reviewed almost 2 years ago

Md Iftekhar . · Reviewed almost 2 years ago

Zhan C. · Reviewed almost 2 years ago

Nicola G. · Reviewed almost 2 years ago

Julien M. · Reviewed almost 2 years ago

Cédric M. · Reviewed almost 2 years ago

Ayadi S. · Reviewed almost 2 years ago

Vincent D. · Reviewed almost 2 years ago

Arnaud M. · Reviewed almost 2 years ago

Yomna M. · Reviewed almost 2 years ago

Nour S. · Reviewed almost 2 years ago

Dmitry P. · Reviewed almost 2 years ago

good one

Deepak R. · Reviewed almost 2 years ago

Srinivasa Rao N. · Reviewed almost 2 years ago

Alain I. · Reviewed almost 2 years ago

steven d. · Reviewed almost 2 years ago

Adel A. · Reviewed almost 2 years ago

Kentaro I. · Reviewed almost 2 years ago

nice

Abhishek S. · Reviewed almost 2 years ago

Aku sangat suka leb ini

Citra A. · Reviewed almost 2 years ago

Sergei L. · Reviewed almost 2 years ago

Jingle Q. · Reviewed almost 2 years ago

Cemile A. · Reviewed almost 2 years ago