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  1. Home
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  3. Kafka Connect Milvus Connector

Kafka Connect Milvus Connector

The Kafka Connect Milvus Connector is a plugin for Kafka Connect that streams data into and out of Milvus, supporting real-time vector data ingestion pipelines.

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Websitegithub.com
PublishedDec 30, 2025

Categories

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Data Integration & Migration

Tags

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#integration
#real-time
#vector data

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Kafka Connect Milvus Connector

Category: Data Integration & Migration
Brand: Zilliz
Type: Kafka sink connector (plugin for Kafka Connect)

Overview

Kafka Connect Milvus Connector is a Kafka sink connector that streams vector data from Kafka topics into Milvus-based vector databases, including self-hosted Milvus and Zilliz Cloud. It is designed to build real-time vector data ingestion pipelines where Kafka messages are written directly into Milvus collections.

Features

  • Kafka sink connector for Milvus

    • Streams data from Kafka topics into Milvus collections.

  • Vector data ingestion

    • Supports ingestion of vector data into Milvus or Zilliz Cloud.
    • Targets collections that contain exactly one vector field and optional scalar fields.

  • Schema alignment between Kafka and Milvus

    • Requires Kafka message schema to match the Milvus collection schema.
    • Enforces one and only one vector field in the schema.
    • Supports zero or more scalar fields (e.g., string, integer, float).
    • Field names must match exactly between Kafka messages and Milvus collection.

  • Deployment targets

    • Works with Confluent Cloud (hosted Kafka).
    • Works with open-source Kafka clusters.
    • Writes to self-hosted Milvus or Zilliz Cloud.

  • Plugin packaging

    • Distributed as a plugin zip (e.g., zilliz-kafka-connect-milvus-xxx.zip) for Kafka Connect.

  • Real-time streaming pipelines

    • Designed for real-time or near real-time streaming of vector data from Kafka into Milvus.

Requirements & Usage Notes

  • Need a running Kafka environment (Confluent Cloud or open-source Kafka).
  • Need a Milvus or Zilliz Cloud instance with collections defined.
  • Kafka topic messages must use a schema that matches the target Milvus collection (same fields, same names, one vector field).

Pricing

  • Not specified in the provided content. The connector is hosted on GitHub and appears as an open-source project; consult the repository and license file for details.

Resources

  • Source code & documentation: https://github.com/zilliztech/kafka-connect-milvus
  • Image (pipeline diagram): https://raw.githubusercontent.com/zilliztech/kafka-connect-milvus/main/docs/images/kafka-milvus-pipeline.png