Data Productivity Cloud Pipeline

Sentiment Analysis with OpenAI GPT 3.5 Turbo

Perform sentiment analysis on your data using OpenAI GPT 3.5 Turbo.

This set of Data Productivity Cloud pipelines performs sentiment analysis on a set of product review data using the OpenAI GPT 3.5 Turbo Large Language Model (LLM).

Image ofSentiment Analysis with OpenAI using GPT 3.5 Turbo
Sentiment Analysis with OpenAI using GPT 3.5 Turbo

How to run the pipelines

Start with Sentiment Analysis - Call OpenAI GPT-3-5-Turbo, 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_3_5_turbo

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

Image ofVerifying Sentiment Analysis with OpenAI using GPT 3.5 Turbo
Verifying Sentiment Analysis with OpenAI using GPT 3.5 Turbo

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-3-5-Turbo-Databricks.zip

  • Target: Databricks

Download Sentiment-Analysis-OpenAI-GPT-3-5-Turbo-Redshift.zip

  • Target: Redshift

Download Sentiment-Analysis-OpenAI-GPT-3-5-Turbo-Snowflake.zip

  • Target: Snowflake

Installation Instructions

How to Install a Data Productivity Cloud Pipeline
Author: Matillion
Date Posted: Jun 3, 2024
Last Modified: Jun 4, 2024