README.md

metadata

title: Dashsight
emoji: 🌍
colorFrom: red
colorTo: indigo
sdk: docker
pinned: false

BiteSight Analytics API

Static-CSV-backed analytics service with:

• 12 deterministic KPI endpoints under /api/* (dashboard data)
• AI BizConsultant /chat endpoint powered by MiniMax-M2.5 via AkashML + LangChain pandas agent

Endpoints

• GET / — Service info
• GET /health — Health check
• GET /api/meta — Metadata (branches, products, date range)
• GET /api/kpi/summary — KPI summary with sparkline
• GET /api/kpi/sales-by-day — Sales by day of week
• GET /api/kpi/heatmap — Product × Day heatmap
• GET /api/kpi/peak-hours — Peak hours distribution
• GET /api/kpi/payments — Payment method breakdown
• GET /api/kpi/branch-radar — Branch comparison radar
• GET /api/kpi/bubble-strategy — Product strategy bubble chart
• GET /api/kpi/city-treemap — City revenue treemap
• GET /api/kpi/spend-histogram — Spend distribution histogram
• GET /api/kpi/velocity-trend — Revenue velocity trend
• GET /api/kpi/insights — Auto-generated insights
• POST /chat — AI BizConsultant (requires AKASHML_API_KEY secret)

Secrets Required

Set AKASHML_API_KEY in Space Settings → Variables and secrets.