Comatozze Sxe Instant

| Layer | Tech Stack | Key Benefits | |-------|------------|--------------| | | Apache Kafka + NATS + Comatozze Connectors (Rust) | Low‑latency streaming, fault‑tolerant | | Processing Engine | SXE‑Core (Python + C++) built on Ray for distributed compute | Scalable AI pipelines, GPU/TPU support | | AI Models | Hybrid of OpenAI‑compatible LLMs , Vision Transformers , Graph Neural Networks (customizable) | Multimodal reasoning, domain‑specific fine‑tuning | | Orchestration | Argo Workflows + Kubernetes Operators (SXC‑Operator) | Declarative pipelines, blue‑green deployments | | Storage | Delta Lake on S3 + Vector DB (Milvus) for embeddings | ACID compliance, fast similarity search | | Frontend | React + TypeScript , D3.js , TailwindCSS , with WebAssembly for on‑client inference | Responsive UI, low‑latency visualizations | | Security | SPIFFE/SPIRE , Vault for secrets, OPA for policy enforcement | Zero‑trust, fine‑grained access control |

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