Turbine

Turbine is a managed data pipeline service built to feed current, relevant information into large language model applications. It connects to your existing data sources, like S3, PostgreSQL, and MongoDB, then processes and stores that data in vector databases such as Pinecone or Milvus. This lets your AI applications answer questions based on fresh, contextual information rather than relying solely on their training data. The service handles the technical legwork of syncing data, managing embeddings, and keeping vector indexes up to date. It's designed for teams building AI chatbots, search tools, or other LLM applications that need to reference current business data without constant manual updates. Turbine is particularly useful if you want to avoid building and maintaining your own data pipeline infrastructure. It offers configuration options to match your setup and scales with your data volume.