Flink AI: Hands-On FEDERATED_SEARCH()—Search a Vector Database with Confluent Cloud for Apache Flink®

Confluent Cloud integrates Apache Flink with vector databases like Pinecone to power real-time Retrieval Augmented Generation (RAG) workflows. By combining ML_PREDICT() for embedding generation and the new VECTOR_SEARCH() function for semantic search, users can build streaming GenAI applications—such as intelligent chatbots—using grounded, context-specific data.

Confluent Cloud integrates Apache Flink with vector databases like Pinecone to power real-time Retrieval Augmented Generation (RAG) workflows. By combining ML_PREDICT() for embedding generation and the new VECTOR_SEARCH() function for semantic search, users can build streaming GenAI applications—such as intelligent chatbots—using grounded, context-specific data.

https://www.confluent.io/blog/flink-ai-rag-with-federated-search/

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