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Hugging Face + Kore API — documentation pack

Live domain: https://korewhitelabelmall.xyz
API apex: 129.121.79.248 (deploy/production-lock.json)
Pack date: 2026-07-20 (UTC)

This folder is the single entry point for Hugging Face connectivity, full apps/api inventory, session progress, methodologies, and required actions.

Doc Purpose
PROGRESS.md Verified connection status, live smokes, ops history
API-INVENTORY.md Full route matrix for apps/api mounts
METHODOLOGIES.md Upstream, settlement HF, vision HF methods
REQUIRED-ACTIONS.md Actionable backlog
SCRAPE-PACKAGES-VPS.md Top 10 API-scrape packages installed on apex VPS

How Hugging Face is connected

Layer Account / path Role
MCP (user-hf-mcp-server) Shaurya2020 Hub search, Jobs MCP, whoami
CLI (hf auth) Shaurya2626 Hub uploads, settle scripts repo
VPS runtime HF_TOKEN on apex .env Feed365 Inference settle (FEED365_HF_*)
Inference model Qwen/Qwen2.5-1.5B-Instruct Extract winner/scores from board text
Dataset (search only) bhuvaneshprasad/odi-cricket-dataset-1971-2014 No live declare (ALLOW_DECLARE=0)
Hub scripts https://huggingface.co/Shaurya2626/feed365-settle-scripts Batch / Jobs UV autopilot
In-API autopilot FEED365_HF_AUTO_REFRESH_MS=120000 Primary — Jobs credits often 402
Vision (offline) Florence-2 / Qwen2-VL Lobby QA — see root HUGGINGFACE-METHODOLOGIES.md

Related code

Hub mirror

Progress pack mirrored as private dataset:
https://huggingface.co/datasets/Shaurya2626/kore-feed365-hf-progress

No secrets in uploads. MCP identity is Shaurya2020; CLI upload identity is Shaurya2626.

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