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feat: add manipulation demo
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maciejmajek committed Oct 22, 2024
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39 changes: 39 additions & 0 deletions examples/manipulation-demo.py
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import rclpy
from langchain_core.messages import HumanMessage

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

rclpy.init()
node = RaiBaseNode(node_name="manipulation_demo")

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),
]

llm = get_llm_model(model_type="complex_model")

agent = create_conversational_agent(
llm=llm,
tools=tools,
system_prompt="You are a robotic arm with interfaces to detect and manipulate objects.",
)

messages = []
while True:
prompt = input("Enter a prompt: ")
messages.append(HumanMessage(content=prompt))
print(agent.invoke({"messages": messages}))

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