Blog Posts | Joshua Berkowitz

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Vector Buckets: Revolutionizing High-Dimensional Data Management

Managing enormous volumes of complex data is a growing challenge. As artificial intelligence and machine learning continue to evolve, so does our need for smarter, faster, and more efficient ways to h...

AI infrastructure data storage high-dimensional data machine learning recommendation systems similarity search vector search

Dec 26, 2025

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News

How AI Agents Are Revolutionizing Contextual Content Placement in Advertising

Digital advertising is evolving rapidly, and the days of simple keyword-based ad placement are over. Advertisers now seek more sophisticated methods to ensure their messages reach the right audience a...

adtech AI agents content placement contextual advertising Databricks LLM MLflow vector search

Oct 23, 2025

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Amazon S3 Vectors: Transforming AI Storage for the Future

Artificial intelligence is driving a paradigm shift in how organizations harness unstructured data. With Amazon S3 Vectors, AWS introduces the first cloud storage service to offer native vector suppor...

Amazon Bedrock Amazon S3 cloud storage generative AI OpenSearch SageMaker vector embeddings vector search

Oct 15, 2025

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Lance: The Columnar Data Format Transforming Machine Learning Workflows

Multimodal data management has become one of the most critical bottlenecks in machine learning and artificial intelligence. While the world generates increasingly complex multimodal datasets combining...

AI data format LanceDB machine learning multimodal open source Python Rust vector search

Sep 14, 2025

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Github Repos

FAISS, Up Close: Fast Similarity Search For The Vector Age

Every modern AI product has one quiet workhorse: finding the nearest neighbors of a vector fast. FAISS is the library many of us reach for when the dataset gets large and latency matters. Built at Met...

ANN cuVS faiss GPU Meta AI vector search

Aug 29, 2025

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Github Repos

Azure SQL Unlocks Native Vector Support for Advanced AI Applications

Native vector support in Azure SQL allows you to harness artificial intelligence within your trusted database environment with no extra infrastructure or complex integrations. This powerful update ena...

agentic workflows AI applications Azure SQL database innovation enterprise AI RAG semantic search vector search

Jul 15, 2025

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News

Databricks’ Storage-Optimized Endpoints Revolutionize Vector Search at Scale

Most organizations are sitting on vast troves of unstructured data: think documents, images, audio, and videos. While these resources hold tremendous insights, extracting value from them at scale has ...

AI infrastructure cost optimization Databricks enterprise AI scalability semantic search unstructured data vector search

Jun 22, 2025

0 19998

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