Tag: embeddings
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Cloud Blog: Tailor your search engine with AI-powered hybrid search in Spanner
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/hybrid-search-in-spanner-combine-full-text-and-vector-search/ Source: Cloud Blog Title: Tailor your search engine with AI-powered hybrid search in Spanner Feedly Summary: Search is at the heart of how we interact with the digital ecosystem, from online shopping to finding critical information. Enter generative AI, and user expectations are higher than ever. For applications to meet diverse user…
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Simon Willison’s Weblog: Clio: A system for privacy-preserving insights into real-world AI use
Source URL: https://simonwillison.net/2024/Dec/12/clio/#atom-everything Source: Simon Willison’s Weblog Title: Clio: A system for privacy-preserving insights into real-world AI use Feedly Summary: Clio: A system for privacy-preserving insights into real-world AI use New research from Anthropic, describing a system they built called Clio – for Claude insights and observations – which attempts to provide insights into how…
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Cloud Blog: How Vertex AI’s vector search helps unlock high-performance gen AI apps
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-fast-and-scalable-ai-applications-with-vertex-ai/ Source: Cloud Blog Title: How Vertex AI’s vector search helps unlock high-performance gen AI apps Feedly Summary: Think about your favorite apps – the ones that deliver instant results from massive amounts of data. They’re likely powered by vector search, the same technology that fuels generative AI. Vector search is crucial for…
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Cloud Blog: Google Cloud named a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools
Source URL: https://cloud.google.com/blog/products/data-analytics/a-leader-in-gartner-magic-quadrant-for-data-integration-tools/ Source: Cloud Blog Title: Google Cloud named a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools Feedly Summary: We’re excited to share that Gartner has recognized Google as a Leader in the 2024 Gartner® Magic Quadrant™ for Data Integration Tools. As a Leader in this report, we believe Google’s…
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Cloud Blog: How HighLevel built an AI marketing platform with Firestore
Source URL: https://cloud.google.com/blog/products/databases/highlevel-migrates-workloads-to-firestore/ Source: Cloud Blog Title: How HighLevel built an AI marketing platform with Firestore Feedly Summary: HighLevel is an all-in-one sales and marketing platform built for agencies. We empower businesses to streamline their operations with tools like CRM, marketing automation, appointment scheduling, funnel building, membership management, and more. But what truly sets HighLevel…
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Cloud Blog: Build agentic RAG on Google Cloud databases with LlamaIndex
Source URL: https://cloud.google.com/blog/products/databases/llamaindex-integrates-with-alloydb-and-cloud-sql-for-postgresql/ Source: Cloud Blog Title: Build agentic RAG on Google Cloud databases with LlamaIndex Feedly Summary: AI agents are revolutionizing the landscape of gen AI application development. Retrieval augmented generation (RAG) has significantly enhanced the capabilities of large language models (LLMs), enabling them to access and leverage external data sources such as databases.…
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Hacker News: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques
Source URL: https://github.com/athina-ai/rag-cookbooks Source: Hacker News Title: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines a comprehensive resource on advanced Retrieval-Augmented Generation (RAG) techniques, which enhance the accuracy and relevance of responses generated by Large Language Models (LLMs) by integrating external…
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Hacker News: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking
Source URL: https://www.pinecone.io/blog/cascading-retrieval/ Source: Hacker News Title: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking Feedly Summary: Comments AI Summary and Description: Yes Summary: Pinecone has introduced new cascading retrieval capabilities for AI search applications, enhancing the integration of dense and sparse retrieval systems. These advancements, which reportedly improve performance by up to…
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Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-vertex-ai-grounding-helps-build-more-reliable-models/ Source: Cloud Blog Title: Vertex AI grounding: More reliable models, fewer hallucinations Feedly Summary: At the Gemini for Work event in September, we showcased how generative AI is transforming the way enterprises work. Across all the customer innovation we saw at the event, one thing was clear – if last year was…
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Hacker News: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search
Source URL: https://www.workatastartup.com/jobs/68254 Source: Hacker News Title: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Activeloop’s innovative API and platform that focuses on multi-modal AI dataset management, specifically designed for large-scale model training and retrieval optimization. This is particularly relevant…