Experimental News Clipping Site

Tag: semantic meaning

  • Cloud Blog: Build GraphRAG applications using Spanner Graph and LangChain

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/databases/using-spanner-graph-with-langchain-for-graphrag/ Source: Cloud Blog Title: Build GraphRAG applications using Spanner Graph and LangChain Feedly Summary: Spanner Graph redefines graph data management by integrating graph, relational, search, and AI capabilities with virtually unlimited scalability. GraphRAG has emerged as a frontrunner in building question-answering systems that enable organizations to extract relevant insights from their interconnected…

  • Hacker News: How to Implement a Cosine Similarity Function in TypeScript

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    Kurt Seifried
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    Source URL: https://alexop.dev/posts/how-to-implement-a-cosine-similarity-function-in-typescript-for-vector-comparison/ Source: Hacker News Title: How to Implement a Cosine Similarity Function in TypeScript Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text delves into the concept of cosine similarity, particularly its applications in AI, such as semantic search and AI-powered recommendations. It outlines the mathematical basis for cosine similarity…

  • Hacker News: Why LLMs still suck at OCR

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    Kurt Seifried
    in

    Source URL: https://www.runpulse.com/blog/why-llms-suck-at-ocr Source: Hacker News Title: Why LLMs still suck at OCR Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the challenges faced when using Large Language Models (LLMs) for tasks like Optical Character Recognition (OCR) and complex data extraction, emphasizing their limitations in processing intricate document layouts and the…

  • Cloud Blog: Announcing the general availability of Spanner Graph

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/databases/spanner-graph-is-now-ga/ Source: Cloud Blog Title: Announcing the general availability of Spanner Graph Feedly Summary: In today’s complex digital world, building truly intelligent applications requires more than just raw data — you need to understand the intricate relationships within that data. Graph analysis helps reveal these hidden connections, and when combined with techniques like…

  • Hacker News: Don’t use cosine similarity carelessly

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    by

    Kurt Seifried
    in

    Source URL: https://p.migdal.pl/blog/2025/01/dont-use-cosine-similarity/ Source: Hacker News Title: Don’t use cosine similarity carelessly Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the complexities and limitations of using cosine similarity in AI, particularly in the context of vector embeddings derived from language models. It critiques the blind application of cosine similarity to assess…