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Upload Dockerfile

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  1. Dockerfile +40 -0
Dockerfile ADDED
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+ # ---- Base Image ----
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+ FROM python:3.10-slim
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+
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+ # ---- System Dependencies ----
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+ RUN apt-get update && apt-get install -y \
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+ git \
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+ wget \
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+ build-essential \
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+ libopenblas-dev \
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+ && rm -rf /var/lib/apt/lists/*
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+
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+ # ---- Workspace Setup ----
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+ WORKDIR /app
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+
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+ # ---- Copy Requirements ----
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+ COPY requirements.txt .
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+
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+ # ---- Install Python Dependencies ----
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+ RUN pip install --no-cache-dir -r requirements.txt
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+
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+ # ---- Copy Project Files ----
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+ COPY . .
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+
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+ # ---- Optional: Cache Sentence Transformer Model On Build ----
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+ RUN python - <<EOF
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+ from sentence_transformers import SentenceTransformer, CrossEncoder
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+ print("Downloading embedding model...")
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+ SentenceTransformer("sentence-transformers/paraphrase-multilingual-mpnet-base-v2")
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+ print("Downloading intent model...")
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+ SentenceTransformer("all-MiniLM-L6-v2")
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+ print("Downloading reranker model...")
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+ CrossEncoder("cross-encoder/ms-marco-MiniLM-L-12-v2")
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+ print("All models cached.")
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+ EOF
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+
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+ # ---- Expose Required Port ----
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+ EXPOSE 7860
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+
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+ # ---- Run API ----
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+ CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]