Google’s open-source LangExtract Python library makes it simple to extract entities, attributes, and relationships from any document using top LLMs like Gemini, OpenAI, and Ollama. Just install, define tasks in plain language, and start pulling accurate, explainable data with source tracking, no fine-tuning needed. Fast, flexible, and community-powered, LangExtract puts powerful, transparent text extraction at your fingertips! 100% open source | Md Ismail Sojal

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