📐 Vector Similarity - matmat · Scour

Don't use cosine similarity carelessly

p.migdal.pl·1d

🧮Vector Embeddings

From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search

arxiv.org·1d

🗂️Vector Search

Beyond the Geometric Curse: High-Dimensional N-Gram Hashing for Dense Retrieval

arxiv.org·48m

📐Geometric Hashing

Qdrant - Vector Database

qdrant.tech·1d

🗂️Vector Databases

From Retrieval to Relevance: 5 Reranker Types Defining Modern Search Systems

pub.towardsai.net

·1d

🎯Retrieval Systems

Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale

mixedbread.com·2d·

Discuss: Hacker News

🗂️Vector Search

You Probably Don’t Need a Vector Database for Your RAG — Yet

towardsdatascience.com·1d

🗂️Vector Databases

Introducing multimodal retrieval for Amazon Bedrock Knowledge Bases

aws.amazon.com·1d

🌀Brotli Dictionary

Redacting Faces, People, Vehicles, and Plates with Amped Replay Assisted Redaction

blog.ampedsoftware.com·14h

🧪Archive Fuzzing

Using Clustering to Group Songs by Tempo, Energy, and Vocals

dev.to·20h·

Discuss: DEV

🎵Acoustic Fingerprinting

Detecting LLM Hallucinations Through Vector Geometry: A New Approach

dev.to·1d·

Discuss: DEV

📊Learned Metrics

Patterns All the Way Down: A Generalization for Graph-Like Things

medium.com·13h·

Discuss: Hacker News

🤝Unification Algorithms

Databases are magic ... until ...

silvestreperret.com·20h·

Discuss: Hacker News

🗄️Database Internals

**Abstract:** This paper introduces a novel approach to classifying time-series data representing evolving 4-dimensional manifold invariants, a critical chal...

freederia.com·2d

🕸️Algebraic Topology

Vector Databases: Unlocking the Future of Intelligent AI and Semantic Search

pub.towardsai.net

·6d

🗂️Vector Databases

The Advanced Matrix Factorization Jungle

igorcarron.github.io·3d·

Discuss: Hacker News

📐Linear Algebra

featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs

github.com·4h·

Discuss: Hacker News

🧠Machine Learning

The Convolutional Neural Network

cocakoala.substack.com·3d·

Discuss: Substack

🧠Machine Learning

ANN v3: 200ms p99 query latency over 100 billion vectors

turbopuffer.com·1d·

Discuss: Hacker News

💨Cache Optimization

Finding Prime Clusters

johndcook.com·3d

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