Confluent, the creators of Kafka, provide a platform designed for managing real-time data streams. It integrates existing systems to serve as the connective tissue that enables real-time communication between various applications and services.
Confluent and Zilliz
Confluent offers a robust platform for managing data streams in real-time, complete with connectors and native APIs that simplify the integration with other systems. This allows organizations to create custom data pipelines that feed real-time events into vector databases like Zilliz or Milvus, enabling use cases like similarity search, recommendation, and real-time GenAI.
Confluent's Kafka Connector for Milvus and Zilliz Cloud: Unlocking the Power of Real-Time AI
The Confluent Kafka Sink Connector with open-source Milvus and Zilliz Cloud (the fully managed version of Milvus) enables seamless, real-time vector data streaming from Confluent to Milvus or Zilliz vector databases, unleashing the full potential of unstructured data and significantly enhancing real-time Generative AI powered by large language models (LLMs) like OpenAI’s GPT-4.
Build Real-Time RAG Applications Without Hallucination with Zilliz Cloud and Kafka
This integration leverages Zilliz Cloud (Hosted Milvus) and Confluent Kafka to perform real-time ingestion, parsing, and processing of data to reduce hallucination in LLMs by providing up-to-date and contextually relevant information that helps to enhance the user experience.