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import rclpy | ||
from langchain_core.messages import HumanMessage | ||
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from rai.agents.conversational_agent import create_conversational_agent | ||
from rai.node import RaiBaseNode | ||
from rai.tools.ros.manipulation import GetObjectPositionsTool, MoveToPointTool | ||
from rai.tools.ros.native import GetCameraImage, Ros2GetTopicsNamesAndTypesTool | ||
from rai.utils.model_initialization import get_llm_model | ||
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rclpy.init() | ||
node = RaiBaseNode(node_name="manipulation_demo") | ||
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tools = [ | ||
GetObjectPositionsTool( | ||
node=node, | ||
target_frame="panda_link0", | ||
source_frame="RGBDCamera5", | ||
camera_topic="/color_image5", | ||
depth_topic="/depth_image5", | ||
camera_info_topic="/color_camera_info5", | ||
), | ||
MoveToPointTool(node=node, manipulator_frame="panda_link0"), | ||
GetCameraImage(node=node), | ||
Ros2GetTopicsNamesAndTypesTool(node=node), | ||
] | ||
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llm = get_llm_model(model_type="complex_model") | ||
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agent = create_conversational_agent( | ||
llm=llm, | ||
tools=tools, | ||
system_prompt="You are a robotic arm with interfaces to detect and manipulate objects.", | ||
) | ||
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messages = [] | ||
while True: | ||
prompt = input("Enter a prompt: ") | ||
messages.append(HumanMessage(content=prompt)) | ||
print(agent.invoke({"messages": messages})) |