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Harnessing Generative AI and Semantic Search to Revolutionize Enterprise Knowledge Management

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This article explores how generative AI and semantic search transform enterprise knowledge management by enabling intelligent information retrieval and insight generation.

  • Large language models extract insights from unstructured data across diverse sources
  • Semantic search understands context and meaning, delivering precise relevant results
  • Retrieval-augmented generation (RAG) combines LLMs with external data sources
  • Amazon Bedrock and SageMaker JumpStart provide managed foundation model access
  • Internal use cases include document search, market research, and competitive intelligence
  • Customer-facing applications include AI chatbots and personalized marketing
  • TensorIoT offers generative AI assessments, proof-of-value engagements, and data science support

Generative AI and semantic search are reshaping how enterprises organize and access knowledge, improving productivity and decision-making across internal and customer-facing operations.



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