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ProductReviewSentimentAnalysis

InfoGenerateCreated ByPackages

This code is a SQL statement that calls the SNOWFLAKE.CORTEX.COMPLETE function. It uses the 'llama2-70b-chat' model, which is presumably a language model (likely an AI or machine learning model). The function takes three arguments: 1) A string specifying the model to use ('llama2-70b-chat'). 2) A list of messages, including a 'system' message instructing the model to behave as a helpful AI assistant and analyze product reviews for sentiment, and a 'user' message requesting a review of the sentiment of all products. 3) An empty JSON object for additional parameters. The function's result is aliased as 'response'. The expected output will be one of the words 'Positive', 'Negative', or 'Neutral' indicating the overall sentiment of the product reviews.

SELECT SNOWFLAKE.CORTEX.COMPLETE(
    'llama2-70b-chat',
    [
        {'role': 'system', 'content': 'You are a helpful AI assistant. Analyze the product review text and determine the overall sentiment. Answer with just "Positive", "Negative", or "Neutral"' },
        {'role': 'user', 'content': 'Please review the recent sentiment of all products'}
    ], {}
    ) as response;