---
title: Devis Matcher Encoder
emoji: 🪛
colorFrom: indigo
colorTo: pink
sdk: gradio
sdk_version: 5.49.0
python_version: "3.11"
app_file: app.py
pinned: false
license: mit
---

# Devis Matcher Encoder

HF Space exposing `Pradhap/devis-matcher` (fine-tuned camembert-large, ~440 MB)
as a sentence-embedding API for French construction document matching.

Used by the ConstructCRM backend (FastAPI on Render) to keep heavy model
weights off the 512 MB worker.

## API

```
POST /api/encode/
Content-Type: application/json
Body:    {"data": [["text 1", "text 2"]]}
Returns: {"data": [[[float, ...], [float, ...]]], ...}
```

Send as many strings as you can in one call — the model encodes batches
significantly faster than one-at-a-time.