Flink AI: Real-Time ML and GenAI Enrichment of Streaming Data with Flink SQL on Confluent Cloud
Flink AI integrates machine-learning models with real-time data streams, allowing businesses to enrich data dynamically. For instance, in a customer review analysis use case, Flink uses a remote AI model like GPT-4 to classify sentiment and generate ratings in real time. This solution enables businesses to respond to customer feedback with actionable insights, such as product availability or alternative suggestions.
Flink AI integrates machine-learning models with real-time data streams, allowing businesses to enrich data dynamically. For instance, in a customer review analysis use case, Flink uses a remote AI model like GPT-4 to classify sentiment and generate ratings in real time. This solution enables businesses to respond to customer feedback with actionable insights, such as product availability or alternative suggestions.