Shared on Mage Dispatch · 21 Apr 2026
Replaces the default admin dashboard with cached KPI cards, trend and status charts, low-stock alerts, and an AI insights/chat drawer. Covers setup, cron-based data collection, cache keys, and how to extend collectors and ML analyzers.
Adds a storefront chat widget that answers customer questions in natural language, performs semantic product search, and can act on the shopper’s behalf (add to cart, reorder, checkout, account updates) via tool calls. Uses Claude with Voyage embeddings and Pinecone, and includes an indexing CLI, admin dashboard, and per-action permissions.
Implements semantic search by embedding product text via an external AI server and storing vectors in OpenSearch k‑NN, with fallback to keyword search. Includes architecture, installation/configuration, system requirements, performance estimates, and support for Luma and headless GraphQL.
Forecast next month's demand per product from sales history with a statistical baseline, optionally refined by OpenAI/Anthropic/Gemini, and get reorder quantities/dates plus overstock/dead-stock flags. Includes a color-coded admin grid, on-demand/cron scheduling, and tunable settings for lead time, safety stock, and history window.
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