add: kmeans agent containe

docker/kmeans-agent/Dockerfile

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+FROM python:3.10
+
+RUN mkdir /root/src -p
+WORKDIR /root/src
+RUN git clone https://github.com/NSLS-II-PDF/pdf-agents.git
+
+RUN pip3 install --upgrade pip setuptools
+RUN pip3 install scikit-learn bluesky-adaptive uvicorn fastapi
+RUN pip3 install caproto ophyd
+RUN pip3 install git+https://github.com/bluesky/[email protected]#egg=databroker
+RUN pip3 install nslsii
+RUN pip3 install -e pdf-agents
+
+COPY ./startup_script.py /root/src/startup_script.py
+
+ENV BS_AGENT_STARTUP_SCRIPT_PATH=/root/src/startup_script.py
+CMD uvicorn bluesky_adaptive.server:app --host 0.0.0.0 --port 60610

docker/kmeans-agent/startup_script.py

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+from bluesky_adaptive.server import register_variable, shutdown_decorator, startup_decorator
+
+from pdf_agents.sklearn import PassiveKmeansAgent
+
+
+class ContainerKmeansAgent(PassiveKmeansAgent):
+    @property
+    def name(self):
+        return "ContainerKmeansAgent"
+
+
+agent = ContainerKmeansAgent(k_clusters=3, report_on_tell=False)
+
+
+@startup_decorator
+def startup():
+    agent.start()
+
+
+@shutdown_decorator
+def shutdown_agent():
+    return agent.stop()
+
+
+register_variable("Known UUIDs", agent, "tell_cache")
+register_variable("Agent Name", agent, "instance_name")