Embeddings, Similarity Search, Approximate Nearest Neighbors, Semantic Matching

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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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VIRTUE: Versatile Video Retrieval Through Unified Embeddings
arxiv.org·1d
🎨Chroma
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Retrieve and Rerank: Personalized Search Without Leaving Postgres
paradedb.com·1d
👤Search Personalization
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Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale
mixedbread.com·2d·
Discuss: Hacker News
🎨Chroma
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Don't use cosine similarity carelessly
p.migdal.pl·1d
📏Vector Similarity
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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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Youtube Channel Transcript Embeddings
shruggingface.com·1d
🕸️Sparse Vectors
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Vision RAG: Enabling Search on Any Documents
mongodb.com·1d
🔄LLM RAG Pipelines
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Uncovering Unfaithful CoT in Deceptive Models
lesswrong.com·4h
🛡️AI Security
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Gathering Time Series Data
denvaar.dev·1d
🔍Feed Discovery
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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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Iterative multi-word anagram solver
boulter.com·1d
🔤Tokenization
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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·5h·
Discuss: Hacker News
🏗️LLM Infrastructure
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Interactive Gradient Descent Demo
blog.skz.dev·1d
🏆LLM Benchmarking
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Databases are magic ... until ...
silvestreperret.com·21h·
Discuss: Hacker News
⚙️Database Internals
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Patterns All the Way Down: A Generalization for Graph-Like Things
medium.com·14h·
Discuss: Hacker News
🎨Chroma
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Gated DeltaNet: The “Surgical Eraser” Solving Linear Attention’s Memory Problem
pub.towardsai.net·1d
🧠LLM Inference
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John Battelle's Search Blog AI and Ads: Here We Go!
battellemedia.com·1d
💳Content Monetization
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Implementing Dino from Scratch
logits.bearblog.dev·1d·
Discuss: Hacker News
🎯Qdrant
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