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Tag: vector database

  • Tomasz Tunguz: Hidden Technical Debt in AI

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    Kurt Seifried
    in

    Source URL: https://www.tomtunguz.com/hidden-technical-debt-in-ai/ Source: Tomasz Tunguz Title: Hidden Technical Debt in AI Feedly Summary: That little black box in the middle is machine learning code. I remember reading Google’s 2015 Hidden Technical Debt in ML paper & thinking how little of a machine learning application was actual machine learning. The vast majority was infrastructure, data…

  • AWS News Blog: Introducing Amazon S3 Vectors: First cloud storage with native vector support at scale (preview)

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    Kurt Seifried
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    Source URL: https://aws.amazon.com/blogs/aws/introducing-amazon-s3-vectors-first-cloud-storage-with-native-vector-support-at-scale/ Source: AWS News Blog Title: Introducing Amazon S3 Vectors: First cloud storage with native vector support at scale (preview) Feedly Summary: Amazon S3 Vectors is a new cloud object store that provides native support for storing and querying vectors at massive scale, offering up to 90% cost reduction compared to conventional approaches…

  • Cloud Blog: How to enable real time semantic search and RAG applications with Dataflow ML

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/developers-practitioners/create-and-retrieve-embeddings-with-a-few-lines-of-dataflow-ml-code/ Source: Cloud Blog Title: How to enable real time semantic search and RAG applications with Dataflow ML Feedly Summary: Embeddings are a cornerstone of modern semantic search and Retrieval Augmented Generation (RAG) applications. In short, they enable applications to understand and interact with information on a deeper, conceptual level. In this post,…

  • Docker: Build a GenAI App With Java Using Spring AI and Docker Model Runner

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    Kurt Seifried
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    Source URL: https://www.docker.com/blog/build-genai-app-with-java-spring-ai-docker-model-runner/ Source: Docker Title: Build a GenAI App With Java Using Spring AI and Docker Model Runner Feedly Summary: When thinking about starting a Generative AI (GenAI) project, you might assume that Python is required to get started in this new space. However, if you’re already a Java developer, there’s no need to…

  • Hamel’s Blog: LLM Eval FAQ

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    Kurt Seifried
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    Source URL: https://hamel.dev/blog/posts/evals-faq/ Source: Hamel’s Blog Title: LLM Eval FAQ Feedly Summary: Our Course On AI Evals I’m teaching a course on AI Evals with Shreya Shankar. Here are some of the most common questions we’ve been asked. We’ll be updating this list frequently. Q: Is RAG dead? Question: Should I avoid using RAG for…

  • Cloud Blog: Announcing open-source enhancements to LangChain PostgreSQL

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/open-source-enhancements-to-langchain-postgresql/ Source: Cloud Blog Title: Announcing open-source enhancements to LangChain PostgreSQL Feedly Summary: At Google Cloud Next ‘25, we announced upgrades to the core LangChain Postgres package and became a major contributor to the library. These improvements underscore our vision that every application developer is a gen AI developer – one that is…

  • Simon Willison’s Weblog: Cursor: Security

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/May/11/cursor-security/#atom-everything Source: Simon Willison’s Weblog Title: Cursor: Security Feedly Summary: Cursor: Security Cursor’s security documentation page includes a surprising amount of detail about how the Cursor text editor’s backend systems work. I’ve recently learned that checking an organization’s list of documented subprocessors is a great way to get a feel for how everything…