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From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search
arxiv.orgยท1d
๐Ÿ—‚๏ธVector Indexes
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Qdrant - Vector Database
qdrant.techยท1d
๐ŸŽฏQdrant
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Patterns All the Way Down: A Generalization for Graph-Like Things
medium.comยท16hยท
Discuss: Hacker News
๐ŸŽจChroma
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Identification capacity and rate-query tradeoffs in classification systems
arxiv.orgยท1d
๐ŸŽฏApproximate Nearest Neighbor
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Don't use cosine similarity carelessly
p.migdal.plยท1d
๐Ÿ“Vector Similarity
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Retrieve and Rerank: Personalized Search Without Leaving Postgres
paradedb.comยท1d
๐Ÿ‘คSearch Personalization
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How to find things (an intro to binary search)
drmaciver.substack.comยท2dยท
Discuss: Substack
๐Ÿ”Binary Analysis
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ChatGPTโ€™s Laws of Machine Learning
shruggingface.comยท1d
๐Ÿ›ก๏ธAI Security
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Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale
mixedbread.comยท2dยท
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๐ŸŽจChroma
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Finding Code You Can't Name: Why Semantic Search Changes Everything for Large Codebases
blog.kilo.aiยท2d
๐Ÿ”ŽMeilisearch
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Problem Solving
denvaar.devยท1d
๐ŸŒณData Structures
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Co-optimization Approaches For Reliable and Efficient AI Acceleration (Peking University et al.)
semiengineering.comยท15h
โšกHardware Acceleration
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Visualizing K-Way Merge&#58 An Interactive Guide to Database Sorting
justinhj.github.ioยท3d
๐ŸŒณB+ Trees
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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.comยท8hยท
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๐Ÿ—๏ธLLM Infrastructure
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Mistaken correlations: Why it's critical to move beyond overly aggregated machine-learning metrics
techxplore.comยท17h
๐Ÿ“ŠStatistical Ranking
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The Advanced Matrix Factorization Jungle
igorcarron.github.ioยท3dยท
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๐Ÿ“ŠVector Databases
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How I Rebuilt a RAG System that Actually Works
pub.towardsai.netยท1d
๐Ÿ”„LLM RAG Pipelines
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ANN v3: 200ms p99 query latency over 100 billion vectors
turbopuffer.comยท1dยท
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๐Ÿ”ฎPrefetching
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Postmortem on TreeTracker Join: Simple, Optimal, Fast
zhu45.orgยท2dยท
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๐ŸŒณB+ Trees
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Databases are magic ... until ...
silvestreperret.comยท23hยท
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โš™๏ธDatabase Internals
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