changed calamancy version

Dockerfile

@@ -18,6 +18,9 @@ RUN pip install --upgrade pip setuptools wheel
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
+# Pre-download CalamanCy model during image build so runtime startup is stable.
+RUN python -c "import calamancy; calamancy.load('tl_calamancy_md-0.2.0')"
+
 # Copy the rest of your app
 COPY . .
 

feature_core.py

@@ -6,7 +6,20 @@ import calamancy
 
 def load_nlp_model(model_name: str = "tl_calamancy_md-0.2.0"):
     """Load the CalamanCy model once for either training or web inference."""
-    return calamancy.load(model_name)
+    candidates = [model_name, "tl_calamancy_md-0.2.0", "tl_calamancy_md"]
+    seen = set()
+    errors = []
+
+    for candidate in candidates:
+        if candidate in seen:
+            continue
+        seen.add(candidate)
+        try:
+            return calamancy.load(candidate)
+        except Exception as exc:
+            errors.append(f"{candidate}: {exc}")
+
+    raise RuntimeError("Failed to load any CalamanCy model variant. " + " | ".join(errors))
 
 
 def merge_dash_sentences(doc) -> List:

requirements.txt

@@ -4,7 +4,7 @@ joblib==1.3.2
 pandas==2.2.2
 numpy==1.26.4
 scikit-learn==1.7.2
-calamancy==0.2.0
+calamancy==0.2.2
 gunicorn==21.2.0
 setuptools>=69.0.0
 wheel>=0.42.0