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From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search
arxiv.orgยท1d
๐Ÿ—‚๏ธVector Search
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Qdrant - Vector Database
qdrant.techยท1d
๐Ÿ—‚๏ธVector Databases
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Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience
dev.toยท1dยท
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๐ŸŽฏArithmetic Coding Theory
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Beyond the Geometric Curse: High-Dimensional N-Gram Hashing for Dense Retrieval
arxiv.orgยท7h
๐Ÿ“Geometric Hashing
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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.comยท11hยท
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๐Ÿง Machine Learning
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AI helps find trees in a forest: Researchers achieve 3D forest reconstruction from remote sensing data
phys.orgยท14h
๐ŸบComputational Archaeology
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Don't use cosine similarity carelessly
p.migdal.plยท1d
๐Ÿ“Vector Similarity
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Redacting Faces, People, Vehicles, and Plates with Amped Replay Assisted Redaction
blog.ampedsoftware.comยท21h
๐ŸงชArchive Fuzzing
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You Probably Donโ€™t Need a Vector Database for Yourย RAG โ€” Yet
towardsdatascience.comยท1d
๐Ÿ—‚๏ธVector Databases
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Using Clustering to Group Songs by Tempo, Energy, and Vocals
dev.toยท1dยท
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๐ŸŽตAcoustic Fingerprinting
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The Advanced Matrix Factorization Jungle
igorcarron.github.ioยท3dยท
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๐Ÿ“Linear Algebra
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From Retrieval to Relevance: 5 Reranker Types Defining Modern Search Systems
pub.towardsai.net
ยท1d
๐ŸŽฏRetrieval Systems
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ANN v3: 200ms p99 query latency over 100 billion vectors
turbopuffer.comยท1dยท
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๐Ÿ’จCache Optimization
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A Zero-Parameter Derivation of Fundamental Constants from Informational Geometry
zenodo.orgยท9hยท
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๐Ÿ“Information Geometry
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Kolmogorov Complexity
en.wikipedia.orgยท23hยท
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๐ŸงฎKolmogorov Complexity
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Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale
mixedbread.comยท2dยท
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๐Ÿ—‚๏ธVector Search
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Exploring Text Compression
denvaar.devยท1d
๐Ÿ“Text Compression
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From 75% to 99.6%: The Math of LLM Ensembles
shibaprasadb.comยท1dยท
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๐ŸงฎKolmogorov Bounds
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Show HN: 4x faster Deep Learning training โ€“ we replaced the DataLoader with Rust
news.ycombinator.comยท1dยท
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๐Ÿฆ€Embedded Rust
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