Airbyte
Airbyte is an open-source data pipeline platform that collects and moves data seamlessly while respecting users’ rights for data security. Airbyte allows developers to unify data integration pipelines under one fully managed platform. Products include Airbyte Self-Managed, Airbyte Cloud, and Powered by Airbyte.
Airbyte and Zilliz
Airbyte fills the gap left by other data pipeline platforms by focusing on developing and maintaining connectors for a wide range of data sources. Zilliz utilizes Airbyte to enable seamless transfer and processing of data, unlocking new possibilities for real-time, AI-driven applications. Through the integration with Milvus and Zilliz Cloud, Airbyte streamlines the process of transferring data and calculating vector embeddings.
Use Milvus and Airbyte for Similarity Search on All Your Data
Airbyte is used to facilitate the transfer of data from various sources into Milvus, enabling efficient storage, indexing, and similarity searches on high-dimensional vector data. By utilizing embeddings, Milvus/Zilliz can perform similarity searches across unstructured data, leading to improvements in Generative Chat responses, product recommendations, and other applications. This blog shares an example of the creation of a smart support form on a website, where relevant information can be retrieved on the fly to assist users. Zilliz Cloud is leveraged for vector storage, the OpenAI embedding API for calculation, and Streamlit to build a smart submission form showing relevant data.