swarmauri_tool_entityrecognition 0.7.0.dev5

Swarmauri Community Entity Recognition Tool

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Entity Recognition Tool

A Swarmauri tool that extracts named entities from text using a pre-trained NLP model.

Installation

pip install swarmauri_tool_entityrecognition

Usage

Here's a basic example of how to use the Entity Recognition Tool:

from swarmauri.tools.EntityRecognitionTool import EntityRecognitionTool

# Initialize the tool
tool = EntityRecognitionTool()

# Example text for entity recognition
text = "Apple Inc. is an American multinational technology company."

# Get entities from the text
result = tool(text=text)

# The result will contain entities in JSON format
# Example output: {"I-ORG": ["Apple", "Inc"], "I-MISC": ["American"]}
print(result["entities"])

Want to help?

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