Locality-Sensitive Hashing, Similarity Search, Dimension Reduction, MinHash

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From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search
arxiv.org·1d
🗂️Vector Indexes
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understanding LSM trees via read, write, and space amplification
bitsxpages.com·10h·
Discuss: Substack
🌲LSM-Trees
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Retrieve and Rerank: Personalized Search Without Leaving Postgres
paradedb.com·1d
👤Search Personalization
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Patterns All the Way Down: A Generalization for Graph-Like Things
medium.com·17h·
Discuss: Hacker News
🎨Chroma
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Don't use cosine similarity carelessly
p.migdal.pl·1d
📏Vector Similarity
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Efficient Privacy-Preserving Retrieval Augmented Generation with Distance-Preserving Encryption
arxiv.org·1d
🔒Privacy-Preserving Analytics
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Least Recently Used Cache
agentultra.com·12h
💨Cache-Friendly Algorithms
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Jacobson's Rank
denvaar.dev·1d
🌳Data Structures
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ANN v3: 200ms p99 query latency over 100 billion vectors
turbopuffer.com·1d·
Discuss: Hacker News
🔮Prefetching
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Lab 6 Issue 1: An accessible PDF/MP3/TXT polyglot, Fantasy Footbyte
lab6.com·1d
🔤OFL
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Arctic Wolf’s Liquid Clustering Architecture Tuned for Petabyte Scale
databricks.com·15h
ClickHouse
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Qdrant - Vector Database
qdrant.tech·1d
🎯Qdrant
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Memory layout matters: Reducing metric storage overhead by 4x in a Rust TSDB
baarse.substack.com·18h·
Discuss: r/rust
🏹Apache Arrow
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How I Rebuilt a RAG System that Actually Works
pub.towardsai.net·1d
🔄LLM RAG Pipelines
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meta-pytorch/segment-anything-fast: A batched offline inference oriented version of segment-anything
github.com·57m
📦Batch Embeddings
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Co-optimization Approaches For Reliable and Efficient AI Acceleration (Peking University et al.)
semiengineering.com·16h
Hardware Acceleration
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How to find things (an intro to binary search)
drmaciver.substack.com·2d·
Discuss: Substack
🔍Binary Analysis
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Show HN: Link Graph Analysis Tool for Osint Analysts with 70 Transforms
webvetted.com·21h·
Discuss: Hacker News
🔍Binary Analysis
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Databases are magic ... until ...
silvestreperret.com·1d·
Discuss: Hacker News
⚙️Database Internals
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Variation on Iota
toolofthought.com·3d·
Discuss: Hacker News
💾Binary Formats
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