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pirls
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Automated metadata extraction pipeline for International Large-Scale Assessment (ILSA) documents using RAG-based LLM architecture. 99.2% classification accuracy across 1,680 studies.
python openai metadata-extraction pisa educational-data rag pydantic openai-api timss pirls iccs ilsa llm educational-assessment talis icils
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Jun 16, 2026 - Python
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