Embra Connect is an open-source tool for building pipelines that interact with edge devices, training and deploying Tiny ML models, and performing ETL on edge-generated data. Powered by Rust and Render Cloud, it ensures secure, scalable workflows for both edge and cloud operations, offering flexible solutions for modern data professionals and hobbyists.

Key Features

  • Seamless ETL & ML at the Edge Embra Connect simplifies data movement and machine learning at the edge, ensuring fast and efficient processing closer to your data sources.
  • Flexible Deployment: Local & Cloud Run Embra Connect locally for development or deploy in the cloud for production, offering flexibility unmatched by cloud-only solutions like Databricks.
  • Multi-Language Spark Support Integrate with Spark using Go, Rust, .NET, or Python, giving you the freedom to work in your preferred ecosystem.
  • dbt Integration for Modern ELT Leverage dbt's simple yet powerful approach to ELT, enabling transformations with best-in-class software engineering practices and multi-source support.
  • Composable and Strict API A more expressive API with fewer schema-related bugs, making data workflows robust and reliable.
  • Built for Scale with S3-Compatible Storage Embra Connect provides object storage with S3 API support, ensuring smooth interoperability with existing tools and cloud services.
  • Performance & Safety with Rust Written in Rust, Embra Connect delivers top-tier performance, security, and memory safety for data-intensive applications.
  • Effortless Deployment with Docker Deploy quickly and consistently using Docker, whether on edge devices, local machines, or the cloud.
  • Secure Secrets Management Protect sensitive credentials with Infisical Secrets Management, keeping your data secure at all times.

Built with proven technologies

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