README.md

metadata

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.