Adding Docker Container

Dockerfile

@@ -1,8 +1,15 @@
 # Use the Qdrant image with the patent database as a base
 FROM kushagrash13/qdrant_with_patent_database:latest
 
+# Install Qdrant if not present
+RUN apt-get update && \
+    apt-get install -y wget && \
+    wget https://github.com/qdrant/qdrant/releases/download/v1.1.0/qdrant-linux-x86_64 && \
+    chmod +x qdrant-linux-x86_64 && \
+    mv qdrant-linux-x86_64 /usr/local/bin/qdrant
+
 # Install Python
-RUN apt-get update && apt-get install -y python3-pip
+RUN apt-get install -y python3-pip
 
 # Set working directory
 WORKDIR /code