Sentiment Analysis on Reddit using OpenAI (ChatGPT) and Upstash Kafka

The blog post outlines the development of an analysis app that leverages sentiment analysis to evaluate social media posts, sending notifications to Slack whenever a new post with a specified keyword is published. The app is built using Upstash Kafka, the Reddit API, and the OpenAI API. The process involves setting up an Upstash Kafka cluster, using a Kafka producer to send search requests to the Reddit API, and processing new posts by extracting data and sending it to a Kafka consumer. The consumer then forwards the data to the OpenAI API, which applies sentiment analysis using ChatGPT and formats the content for Slack notifications. The integration of these technologies provides an automated workflow for monitoring and analyzing social media content, with room for further enhancements and integrations with other platforms or data sources.