Experimental News Clipping Site

Tag: vector databases

  • Tomasz Tunguz: Data & AI Infrastructure Are Fusing

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.tomtunguz.com/data–ai-infrastructure-are-fusing/ Source: Tomasz Tunguz Title: Data & AI Infrastructure Are Fusing Feedly Summary: AI breaks the data stack. Most enterprises spent the past decade building sophisticated data stacks. ETL pipelines move data into warehouses. Transformation layers clean data for analytics. BI tools surface insights to users. This architecture worked for traditional analytics. But…

  • Tomasz Tunguz: The Future of AI Data Architecture: How Enterprises Are Building the Next Generation Stack

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.tomtunguz.com/future-ai-data-architecture-enterprise-stack/ Source: Tomasz Tunguz Title: The Future of AI Data Architecture: How Enterprises Are Building the Next Generation Stack Feedly Summary: The AI stack is still developing. Different companies experiment with various approaches, tools, and architectures as they figure out what works at scale. The complication is that patterns are beginning to coalesce…

  • Tomasz Tunguz: Hidden Technical Debt in AI

    —

    by

    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)

    —

    by

    Kurt Seifried
    in

    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

    —

    by

    Kurt Seifried
    in

    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

    —

    by

    Kurt Seifried
    in

    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

    —

    by

    Kurt Seifried
    in

    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

    —

    by

    Kurt Seifried
    in

    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…