README.md

metadata

title: Afterimage API
emoji: 🛰️
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false
license: mit

Afterimage — live Qdrant backend

The real FastAPI + FastEmbed CLIP + embedded Qdrant backend behind Afterimage — searchable visual memory for physical spaces.

Every request runs live against Qdrant:

• POST /api/anomaly/scan?scenario=vault — query_points filtered nearest-neighbour; flags the region when its live crop falls below the data-derived floor (mean − 3σ).
• GET /api/outliers?scenario=vault — RecommendQuery(best_score) outlier vs baselines.
• GET /api/matrix?scenario=vault — search_matrix_pairs distance matrix.
• GET /api/text_search?q=a+van — open-vocabulary CLIP text→image search.
• GET /api/health — collection + embedding mode.

512-dim cosine vectors, one object_memory collection, no training, no labels. Interactive docs at /docs.