Update Dockerfile

Dockerfile

@@ -1,32 +1,54 @@
 # ── Dockerfile ─────────────────────────────────────────────────────────
 FROM python:3.10-slim
 
-# Set environment
+# Environment variables for Streamlit telemetry and buffering
 ENV PYTHONUNBUFFERED=1 \
     STREAMLIT_DATA_DIR=/tmp/.streamlit \
     XDG_STATE_HOME=/tmp \
     STREAMLIT_BROWSER_GATHERUSAGESTATS=false
 
-# OS deps
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    build-essential curl && rm -rf /var/lib/apt/lists/*
+# Install OS dependencies
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        build-essential \
+        curl && \
+    rm -rf /var/lib/apt/lists/*
 
 # Pin numpy to avoid C-extension mismatches
 RUN pip install --no-cache-dir numpy==1.23.5
 
-# Install core Python libs + ML/embeddings
+# Install Python dependencies
 RUN pip install --no-cache-dir \
-    spacy==3.5.2 transformers huggingface-hub scikit-learn httpx pandas plotly \
-    fpdf streamlit streamlit-agraph networkx xmltodict feedparser pydantic openai \
-    google-generativeai
+        spacy==3.5.2 \
+        transformers \
+        huggingface-hub \
+        scikit-learn \
+        httpx \
+        pandas \
+        plotly \
+        fpdf \
+        streamlit \
+        streamlit-agraph \
+        networkx \
+        xmltodict \
+        feedparser \
+        pydantic \
+        openai \
+        google-generativeai
 
 # Download spaCy model
 RUN python -m spacy download en_core_web_sm
 
-# Set workdir
+# Set working directory
 WORKDIR /app
+
+# Copy the app code
 COPY . /app
+
+# Expose Streamlit port
 EXPOSE 8501
 
-# Entrypoint
-ENTRYPOINT ["streamlit","run","app.py","--server.address=0.0.0.0","--server.port=8501
+# Launch the Streamlit application
+ENTRYPOINT ["streamlit", "run", "app.py", "--server.address=0.0.0.0", "--server.port=8501"], llm=llm))
+            st.subheader("Experimental Protocol")
+            st.write(doc)