Sentiment Analysis with OpenAI GPT 4o

Perform sentiment analysis on your data using OpenAI GPT 4o.

This set of Data Productivity Cloud pipelines performs sentiment analysis on a set of product review data using the OpenAI GPT 4o Large Language Model (LLM).

How to run the pipelines

Start with Sentiment Analysis - Call OpenAI GPT-4o, as shown in the screenshot above. It does two things:

• Runs Sentiment Analysis - Acquire Review Data to create a set of product review data in a database table named stg_sample_reviews
• Run the actual sentiment analysis using the LLM, creating a new database table named stg_sample_reviews_gpt_4o

Once it has finished, open Sentiment Analysis - Comparison, as shown in the screenshot below.

Use Sample Data while the Comparison component is highlighted, to check how the AI-generated sentiment score matches the original numeric star rating of the review.

Downloads

Licensed under: Matillion Free Subscription License

• Download Sentiment-Analysis-OpenAI-GPT-4o-Turbo-Databricks.zip
  • Target: Databricks
• Download Sentiment-Analysis-OpenAI-GPT-4o-Turbo-Redshift.zip
  • Target: Redshift
• Download Sentiment-Analysis-OpenAI-GPT-4o-Turbo-Snowflake.zip
  • Target: Snowflake

Installation Instructions