Tag: vector database
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Hacker News: Sharding Pgvector
Source URL: https://pgdog.dev/blog/sharding-pgvector Source: Hacker News Title: Sharding Pgvector Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the implementation of a sharding strategy for handling vector indices in the pgvector database, focusing specifically on large-scale embeddings. It highlights the challenges of scaling vector searches and presents an approach using two indexing…
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Hamel’s Blog: A Field Guide to Rapidly Improving AI Products
Source URL: https://hamel.dev/blog/posts/field-guide/ Source: Hamel’s Blog Title: A Field Guide to Rapidly Improving AI Products Feedly Summary: Most AI teams focus on the wrong things. Here’s a common scene from my consulting work: AI TEAM Here’s our agent architecture – we’ve got RAG here, a router there, and we’re using this new framework for… ME…
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Cloud Blog: Vector similarity search for Cloud SQL for MySQL is now GA
Source URL: https://cloud.google.com/blog/products/databases/cloud-sql-for-mysql-vector-storage-and-similarity-search-is-ga/ Source: Cloud Blog Title: Vector similarity search for Cloud SQL for MySQL is now GA Feedly Summary: If you used the internet today, you’ve probably already benefited from generative AI. Whether it helped you get your work done faster, research home repairs, or find the perfect gift, gen AI is transforming how…
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Hacker News: Breaking Up with On-Call
Source URL: https://reflector.dev/articles/breaking-up-with-on-call/ Source: Hacker News Title: Breaking Up with On-Call Feedly Summary: Comments AI Summary and Description: Yes Summary: The text critiques the on-call culture in large tech companies, emphasizing how the misalignment of incentives leads to unreliable software and diminished software quality. It explores how AI and machine learning can enhance the on-call…
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Cloud Blog: How SIGNAL IDUNA supercharges customer service with gen AI
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-signal-iduna-supercharges-customer-service-with-gen-ai/ Source: Cloud Blog Title: How SIGNAL IDUNA supercharges customer service with gen AI Feedly Summary: Today’s insurance customers expect more: simple digital services, instant access to service representatives when they want to discuss personal matters, and quick feedback on submitted invoices. Meeting these demands has become increasingly difficult for insurers due to…
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Cloud Blog: Unico builds cutting-edge IDTech with Spanner Vector Search
Source URL: https://cloud.google.com/blog/products/databases/unico-builds-cutting-edge-idtech-with-spanner-vector-search/ Source: Cloud Blog Title: Unico builds cutting-edge IDTech with Spanner Vector Search Feedly Summary: Unico is a leading biometric verification and authentication company addressing the global challenges of identity management and fraud prevention. With nearly two decades of experience in the Brazilian market, Unico has become a reliable supplier to over 800…
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Hacker News: DeepSearcher: A Local open-source Deep Research
Source URL: https://milvus.io/blog/introduce-deepsearcher-a-local-open-source-deep-research.md Source: Hacker News Title: DeepSearcher: A Local open-source Deep Research Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text outlines the development and functionality of DeepSearcher, an open-source research agent that automates query decomposition, data retrieval, and synthesis of information into detailed reports. It showcases innovations in AI-driven research…
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Cloud Blog: Enhancing AlloyDB vector search with inline filtering and enterprise observability
Source URL: https://cloud.google.com/blog/products/databases/enhancing-alloydb-vector-search-with-inline-filtering-and-enterprise-observability/ Source: Cloud Blog Title: Enhancing AlloyDB vector search with inline filtering and enterprise observability Feedly Summary: Many specialized vector databases today require you to create complex pipelines and applications in order to get the data you need. AlloyDB for PostgreSQL offers Google Research’s, state-of-the-art vector search index, ScaNN, enabling you to optimize…
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Hacker News: The Best Way to Use Text Embeddings Portably Is with Parquet and Polars
Source URL: https://minimaxir.com/2025/02/embeddings-parquet/ Source: Hacker News Title: The Best Way to Use Text Embeddings Portably Is with Parquet and Polars Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed overview of generating and utilizing text embeddings from large language models, specifically applied to Magic: The Gathering cards. It emphasizes the…
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Cloud Blog: Unlock Inference-as-a-Service with Cloud Run and Vertex AI
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/improve-your-gen-ai-app-velocity-with-inference-as-a-service/ Source: Cloud Blog Title: Unlock Inference-as-a-Service with Cloud Run and Vertex AI Feedly Summary: It’s no secret that large language models (LLMs) and generative AI have become a key part of the application landscape. But most foundational LLMs are consumed as a service, meaning they’re hosted and served by a third party…