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LangExtract: Python library for extracting structured data from language models
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. - google/langextract
It processes materials such as clinical notes or reports, identifying and organizing key details while ensuring the extracted data corresponds to the source text. The task could be modified to generate attributes that draw more heavily from the LLM's world knowledge (e.g., adding"identity": "Capulet family daughter" or"literary_context": "tragic heroine"). The interactive visualization seamlessly handles large result sets, making it easy to explore hundreds of entities from the output JSONL file.
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