README.md

---
title: Reflections SigLIP Encoder
emoji: 🔎
colorFrom: indigo
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
---

# Reflections SigLIP text-query encoder

Embeds a natural-language query into a 768-d L2-normalized vector using the
SigLIP2 text tower (`onnx-community/siglip2-base-patch16-256-ONNX`), in the same
cosine space as the photo image embeddings.

- `POST /encode` — `{ "query": "..." }` → `{ "vector": [768 floats] }`. Requires
  `Authorization: Bearer $SIGLIP_ENCODER_TOKEN`.
- `GET /health` — liveness for the keep-warm cron.

Set the Space secret `SIGLIP_ENCODER_TOKEN`. The model is baked into the image.