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kaiwaehner / kafka-streams-machine-learning-examples

Star 858

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

python java open-source machine-learning kafka deep-learning tensorflow h2o keras kafka-client kafka-streams dl4j keras-tensorflow h2oai deeplearning4j ksql
  • Updated Dec 17, 2023
  • Java

airyhq / airy

Star 385

💬 Open Source App Framework to build streaming apps with real-time data - 💎 Build real-time data pipelines and make real-time data universally accessible - 🤖 Join historical and real-time data in the stream to create smarter ML and AI applications. - ⚡ Standardize complex data ingestion and stream data to apps with pre-built connectors

nlp bot kubernetes natural-language-processing streaming opensource cloud kafka bots nlu kafka-streams conversational-bots conversational-ai airy ingestion-platform
  • Updated Feb 20, 2025
  • Java

ivangfr / springboot-kafka-connect-jdbc-streams

Sponsor
Star 113

Project goal: Explore Kafka, Kafka Connect, and Kafka Streams. Components: store-api: Inserts/updates MySQL records. Source Connectors: Monitor MySQL changes, push messages to Kafka. Sink Connectors: Listen to Kafka, insert/update Elasticsearch docs. store-streams: Listens to Kafka, processes with Kafka Streams, pushes new messages to Kafka.

mysql java docker elasticsearch json kafka spring-boot avro schema-registry kafka-connect spring-data-jpa kafka-streams spring-cloud-stream spring-web-mvc jib springdoc-openapi
  • Updated Apr 23, 2025
  • Java

Hurence / logisland

Sponsor
Star 108

Scalable stream processing platform for advanced realtime analytics on top of Kafka and Spark. LogIsland also supports MQTT and Kafka Streams (Flink being in the roadmap). The platform does complex event processing and is suitable for time series analysis. A large set of valuable ready to use processors, data sources and sinks are available.

elasticsearch kafka big-data spark cassandra influxdb analytics solr stream-processing pattern-recognition complex-event-processing kafka-streams
  • Updated Oct 16, 2023
  • Java

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