Vector Search, Approximate Nearest Neighbor, Graph-Based Index, Similarity Search

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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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Qdrant - Vector Database
qdrant.tech·1d
🎯Qdrant
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Patterns All the Way Down: A Generalization for Graph-Like Things
medium.com·16h·
Discuss: Hacker News
🎨Chroma
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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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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.com·7h·
Discuss: Hacker News
🏗️LLM Infrastructure
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Retrieve and Rerank: Personalized Search Without Leaving Postgres
paradedb.com·1d
👤Search Personalization
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Jacobson's Rank
denvaar.dev·1d
🌳Data Structures
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ChatGPT’s Laws of Machine Learning
shruggingface.com·1d
🛡️AI Security
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[2310.11244] Entity Matching using Large Language Models
arxiv.org·4h
🔄LLM RAG Pipelines
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Don't use cosine similarity carelessly
p.migdal.pl·1d
📏Vector Similarity
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Meshtastic Node Map
meshmap.net·4h
📋MCP
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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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Finding Code You Can't Name: Why Semantic Search Changes Everything for Large Codebases
blog.kilo.ai·2d
🔎Meilisearch
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Show HN: Link Graph Analysis Tool for Osint Analysts with 70 Transforms
webvetted.com·20h·
Discuss: Hacker News
🔍Binary Analysis
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Constraints Not Loops: Building Features in Reverse
coey.dev·1d
🪄Prompt Engineering
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Postmortem on TreeTracker Join: Simple, Optimal, Fast
zhu45.org·2d·
Discuss: Hacker News
🌳B+ Trees
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Yext’s Visibility Brief: Your guide to brand visibility in AI search by Yext
searchengineland.com·1d
🧭Content Discovery
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Mistaken correlations: Why it's critical to move beyond overly aggregated machine-learning metrics
techxplore.com·17h
📊Statistical Ranking
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Vision RAG: Enabling Search on Any Documents
mongodb.com·1d
🔄LLM RAG Pipelines
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Visualizing K-Way Merge&#58 An Interactive Guide to Database Sorting
justinhj.github.io·3d
🌳B+ Trees
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