BharatMLStack – Realtime Inference, MLOps
10 months ago
- #infrastructure
- #machine-learning
- #open-source
- BharatMLStack is a production-ready machine learning infrastructure platform aimed at democratizing ML capabilities.
- Mission: Provide scalable, accessible ML solutions for organizations to build, deploy, and manage ML at scale.
- Key Features: Democratize ML, Scale Without Limits, India-First Approach, Real-Time Intelligence, Developer-Friendly.
- Performance Metrics: 1M+ feature vector retrievals/sec, sub-10ms latency, 99.99% uptime, petabyte-scale storage.
- Components: Horizon (Control Plane), Trufflebox UI (ML Management Console), Online Feature Store, Go & Python SDKs.
- Online Feature Store: Sub-10ms feature retrieval, streaming ingestion, backward-compatible versioning, multi-source integration.
- Deployment: Cloud-agnostic, Kubernetes-native, built-in observability, Docker setup available.
- Quick Start: Includes Docker setup, sample data, health checks, and step-by-step tutorials.
- Community: Open-source contributions welcome, with Discord, GitHub Issues, and email support available.
- License: BharatMLStack Business Source License 1.1.