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SPAgent - Spatial Intelligence Agent
A flexible and modular agent system for spatial intelligence tasks
that combines VLLM models with external expert tools.
New Architecture Features:
- Modular tool system
- Dynamic tool management
- Multiple model support
- Parallel tool execution
- Multi-image analysis
- Comprehensive error handling
Usage:
from spagent import SPAgent
from spagent.models import GPTModel
from spagent.tools import DepthEstimationTool, SegmentationTool
# Create model and tools
model = GPTModel(model_name="gpt-4o-mini")
tools = [
DepthEstimationTool(use_mock=True),
SegmentationTool(use_mock=True)
]
# Create agent
agent = SPAgent(model=model, tools=tools)
# Solve problem
result = agent.solve_problem("image.jpg", "What do you see?")
print(result['answer'])
"""
# Core components
from .core import SPAgent, Tool, ToolRegistry, Model
# Import submodules for convenience
from . import models
from . import tools
from . import utils
__version__ = '2.0.0'
__all__ = ['SPAgent', 'Tool', 'ToolRegistry', 'Model', 'models', 'tools', 'utils']
# Legacy workflow imports for backwards compatibility (deprecated)
# These will be removed in future versions
try:
from . import workflows
import warnings
warnings.warn(
"The workflows module is deprecated and will be removed in a future version. "
"Please migrate to the new SPAgent architecture.",
DeprecationWarning,
stacklevel=2
)
except ImportError:
# workflows module not available (expected after removal)
pass |