entity_attribute_aggregator
OfficialExtract and summarize entity attributes from multiple documents
Data & Analytics#document analysis#data mining#entity profiling#entity information extraction#attribute summarization
Authorcas-bigdatalab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill addresses the challenge of manually extracting and summarizing specific attributes of an entity from multiple documents, saving users time and effort.
Core Features & Use Cases
- Extract Entity Information: Automates the process of extracting information about entities from various documents.
- Attribute Summarization: Provides a summary of specific attributes of the entity, such as background, experiences, or achievements.
- Use Case: For instance, summarizing the identity background or main experiences of a historical figure from multiple documents.
Quick Start
To use the entity_attribute_aggregator skill, run the following command:
python scripts/run_entity_attribute_aggregator.py \
--input <input.json> \
--output <output.json> \
--api_model <model_name> \
--entity <entity_name> \
--attribute <attribute_name>
Dependency Matrix
Required Modules
py-data-juicer
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: entity_attribute_aggregator Download link: https://github.com/cas-bigdatalab/piflow/archive/main.zip#entity-attribute-aggregator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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