Tag: Semantic Search
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Simon Willison’s Weblog: llm-gguf 0.2, now with embeddings
Source URL: https://simonwillison.net/2024/Nov/21/llm-gguf-embeddings/#atom-everything Source: Simon Willison’s Weblog Title: llm-gguf 0.2, now with embeddings Feedly Summary: llm-gguf 0.2, now with embeddings This new release of my llm-gguf plugin – which adds support for locally hosted GGUF LLMs – adds a new feature: it now supports embedding models distributed as GGUFs as well. This means you can…
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Hacker News: All-in-one embedding model for interleaved text, images, and screenshots
Source URL: https://blog.voyageai.com/2024/11/12/voyage-multimodal-3/ Source: Hacker News Title: All-in-one embedding model for interleaved text, images, and screenshots Feedly Summary: Comments AI Summary and Description: Yes Summary: The text announces the release of voyage-multimodal-3, a cutting-edge multimodal embedding model that enhances the capability of semantic search and retrieval tasks involving both text and images. Its ability to…
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Cloud Blog: Getting started with NL2SQL (natural language to SQL) with Gemini and BigQuery
Source URL: https://cloud.google.com/blog/products/data-analytics/nl2sql-with-bigquery-and-gemini/ Source: Cloud Blog Title: Getting started with NL2SQL (natural language to SQL) with Gemini and BigQuery Feedly Summary: The rise of Natural Language Processing (NLP) combined with traditional Structured Query Language (SQL) has given rise to an exciting new technology known as Natural Language to SQL, or NL2SQL, which translates questions phrased…
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Cloud Blog: How to simplify building RAG pipelines in BigQuery with Document AI Layout Parser
Source URL: https://cloud.google.com/blog/products/data-analytics/bigquery-and-document-ai-layout-parser-for-document-preprocessing/ Source: Cloud Blog Title: How to simplify building RAG pipelines in BigQuery with Document AI Layout Parser Feedly Summary: Document preprocessing is a common hurdle when building retrieval-augmented generation (RAG) pipelines. It often requires Python skills and external libraries to parse documents like PDFs into manageable chunks that can be used to…
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The Cloudflare Blog: Building Vectorize, a distributed vector database, on Cloudflare’s Developer Platform
Source URL: https://blog.cloudflare.com/building-vectorize-a-distributed-vector-database-on-cloudflare-developer-platform Source: The Cloudflare Blog Title: Building Vectorize, a distributed vector database, on Cloudflare’s Developer Platform Feedly Summary: Vectorize was recently upgraded and made generally available, now supporting indexes of up to 5 million vectors, delivering faster responses, with lower pricing and a free tier. This post dives deep into how we built…
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Cloud Blog: How Shopify improved consumer search intent with real-time ML
Source URL: https://cloud.google.com/blog/products/data-analytics/how-shopify-improved-consumer-search-intent-with-real-time-ml/ Source: Cloud Blog Title: How Shopify improved consumer search intent with real-time ML Feedly Summary: In the dynamic landscape of commerce, Shopify merchants rely on our platform’s ability to seamlessly and reliably deliver highly relevant products to potential customers. Therefore, a rich and intuitive search experience is an essential part of our…
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Cloud Blog: Accelerate AI production with data agents and BigQuery platform enhancements
Source URL: https://cloud.google.com/blog/products/data-analytics/connect-your-data-to-ai-with-new-innovations/ Source: Cloud Blog Title: Accelerate AI production with data agents and BigQuery platform enhancements Feedly Summary: As the fuel for AI, data’s role in driving innovation is uncontested. However, since so much data is unstructured and unmanaged today, data accessibility can stand in the way of AI adoption. Our goal is to…
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Cloud Blog: New BigQuery capabilities for data and AI governance
Source URL: https://cloud.google.com/blog/products/data-analytics/how-dataplex-provides-data-governance-for-the-ai-era/ Source: Cloud Blog Title: New BigQuery capabilities for data and AI governance Feedly Summary: Across industries and disciplines, generative AI is transforming the way we work, from sparking new forms of creativity and revolutionizing customer experiences to unlocking hidden insights within complex data. At the same time, this revolution hinges on high-quality,…
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Cloud Blog: London Summit: UK businesses turn to Google Cloud AI
Source URL: https://cloud.google.com/blog/products/gcp/london-summit-uk-businesses-turn-to-google-cloud-ai/ Source: Cloud Blog Title: London Summit: UK businesses turn to Google Cloud AI Feedly Summary: The AI era is here, and the UK is at the forefront. Over the past year, search interest for “AI" has surged by 50% in the country, while inquiries about "how to use AI" have jumped 70%.…
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Cloud Blog: Enhancing your gen AI use case with Vertex AI embeddings and task types
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/improve-gen-ai-search-with-vertex-ai-embeddings-and-task-types/ Source: Cloud Blog Title: Enhancing your gen AI use case with Vertex AI embeddings and task types Feedly Summary: Retrieval Augmented Generation (RAG) is a powerful technique for enhancing large language models (LLMs) by grounding them in external knowledge sources. This blog post looks into a common challenge in RAG implementations: achieving…