Cloud Security Alliance News Clipping Site

Tag: Semantic Search

  • Cloud Blog: BigQuery vector search now GA, setting the stage for a new class of AI-powered analytics

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    Source URL: https://cloud.google.com/blog/products/data-analytics/bigquery-vector-search-is-now-ga/ Source: Cloud Blog Title: BigQuery vector search now GA, setting the stage for a new class of AI-powered analytics Feedly Summary: Artificial intelligence (AI) has given organizations brand new ways to represent data so that it can be analyzed and understood at scale. AI models are trained to interpret the semantic meaning…

  • Simon Willison’s Weblog: Introducing Contextual Retrieval

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    Source URL: https://simonwillison.net/2024/Sep/20/introducing-contextual-retrieval/#atom-everything Source: Simon Willison’s Weblog Title: Introducing Contextual Retrieval Feedly Summary: Introducing Contextual Retrieval Here’s an interesting new embedding/RAG technique, described by Anthropic but it should work for any embedding model against any other LLM. One of the big challenges in implementing semantic search against vector embeddings – often used as part of…

  • Cloud Blog: Next-gen search and RAG with Vertex AI

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/using-vertex-ai-to-build-next-gen-search-applications/ Source: Cloud Blog Title: Next-gen search and RAG with Vertex AI Feedly Summary: Generative AI has fundamentally transformed how the world interacts with information, and the search industry is no exception. The search landscape is changing rapidly, driven by the rise of large language models (LLMs). Whether they’re interacting with their company’s…

  • Cloud Blog: A multimodal search solution using NLP, BigQuery and embeddings

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    Source URL: https://cloud.google.com/blog/products/data-analytics/multimodel-search-using-nlp-bigquery-and-embeddings/ Source: Cloud Blog Title: A multimodal search solution using NLP, BigQuery and embeddings Feedly Summary: Today’s digital landscape offers a vast sea of information, encompassing not only text, but also images and videos. Traditional enterprise search engines were primarily designed for text-based queries, and often fall short when it comes to analyzing…

  • Hacker News: Searching a Codebase in English

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    Source URL: https://www.greptile.com/blog/semantic Source: Hacker News Title: Searching a Codebase in English Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a detailed challenge faced by an AI-driven tool designed to execute semantic searches over codebases. It highlights the difficulties of applying natural language processing techniques used for text to the semantics…