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ETL With Large Language Models: AI-Powered Data Processing

  • The traditional ETL process used rule-based approaches, which involved manual configurations and had limitations in handling data format changes.
  • Large language models (LLMs) are revolutionizing the ETL process by providing contextual intelligence, adaptability, and automation.
  • LLMs enable schema-less extraction, natural language queries for data integration, adaptive data transformation, and multi-modal support.
  • Practical examples, such as LlamaExtract, demonstrate how LLM-powered ETL tools simplify structured data extraction from unstructured sources.

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