Overview
Engram is an AI-Maker platform integrating an ML pipeline, Studio UI, and an MCP server. It ingests sensor data, runs ML inference, and serves real-time results via WebSocket. Phase 7 complete.
Core Modules
- ML Pipeline: Sensor data ingestion → preprocessing → model inference → result output
- Studio UI: Visual pipeline editor built with
shadcn/ui - MCP Server: 7 tools exposing the entire inference workflow to AI agents
- WebSocket Streaming: Millisecond-latency real-time result push