Pra-unduh model saat build untuk menghindari timeout

Dockerfile

@@ -1,8 +1,12 @@
-FROM python:3.9-slim
-WORKDIR /code
-COPY ./requirements.txt /code/requirements.txt
+# ... (baris FROM, WORKDIR, COPY requirements.txt) ...
+
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# --- BARIS BARU UNTUK PRA-UNDUH MODEL ---
+COPY ./download_model.py /code/download_model.py
+RUN python /code/download_model.py
+# --- AKHIR BARIS BARU ---
+
 COPY . /code/
-RUN mkdir -p /app/.cache
-ENV SENTENCE_TRANSFORMERS_HOME=/app/.cache
-CMD ["gunicorn", "--bind", "0.0.0.0:7860", "--workers", "1", "app:app"]
+
+# ... (sisa Dockerfile) ...

download_model.py

@@ -0,0 +1,10 @@
+# download_model.py
+from langchain_huggingface import HuggingFaceEmbeddings
+
+print("Mulai pra-unduh model embedding...")
+
+# Pastikan nama model ini sama dengan yang ada di app.py
+# Jika Anda mengikuti saran saya sebelumnya, seharusnya 'all-MiniLM-L6-v2'
+HuggingFaceEmbeddings(model_name="all-MiniLM-L6-v2")
+
+print("Model embedding berhasil diunduh dan disimpan di cache.")