Integrating AI Into Apache Kafka Architectures: Patterns and Best Practices (opens in new tab)

Compare three AI inference patterns for Apache Kafka: external RPC, embedded, and sidecar. Avoid consumer rebalances, cut costs, and scale LLM pipelines safely.