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Why Cosine Similarity Fails in RAG (And What to Use Instead)
Jon
Jon
Jon
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Jan 29
Why Cosine Similarity Fails in RAG (And What to Use Instead)
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rag
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llm
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embeddings
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ai
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5 min read
Dense vs Sparse Vectors in AI — Explained for Developers
Chintan Soni
Chintan Soni
Chintan Soni
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Jan 6
Dense vs Sparse Vectors in AI — Explained for Developers
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ai
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machinelearning
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search
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embeddings
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2 min read
RAG Without the Internet - Lessons From Building an Internal-Only AI Assistant on Markdown and Confluence
Brian Udensi
Brian Udensi
Brian Udensi
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Dec 22 '25
RAG Without the Internet - Lessons From Building an Internal-Only AI Assistant on Markdown and Confluence
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rag
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agents
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prompting
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6 min read
Novel idea in vector search: Wormhole vectors
Dmitry Kan
Dmitry Kan
Dmitry Kan
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Vector Podcast
Nov 7 '25
Novel idea in vector search: Wormhole vectors
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embeddings
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vectorsearch
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keywordsearch
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hybridsearch
20
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2 min read
Semantic search with embeddings in PHP: a hands-on guide using Neuron AI and Ollama
Roberto B.
Roberto B.
Roberto B.
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Nov 1 '25
Semantic search with embeddings in PHP: a hands-on guide using Neuron AI and Ollama
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php
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ollama
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embeddings
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ai
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5 min read
JEPAs: Unveiling the Hidden Density Oracle Within by Arvind Sundararajan
Arvind SundaraRajan
Arvind SundaraRajan
Arvind SundaraRajan
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Oct 8 '25
JEPAs: Unveiling the Hidden Density Oracle Within by Arvind Sundararajan
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machinelearning
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deeplearning
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2 min read
How LLMs Transform Language into Vectors: The Power of Embeddings
Cristian Sifuentes
Cristian Sifuentes
Cristian Sifuentes
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Aug 9 '25
How LLMs Transform Language into Vectors: The Power of Embeddings
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ai
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llm
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programming
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3 min read
Understanding Embeddings in AI: Semantic Similarity in LLMs - Read the Full Article
Cubite
Cubite
Cubite
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Jun 19 '25
Understanding Embeddings in AI: Semantic Similarity in LLMs - Read the Full Article
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embeddings
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lexicalsimilarity
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simanticsimilarity
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ai
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1 min read
Learn how LLMs convert language into vectors using tokenization and embeddings.
Cristian Sifuentes
Cristian Sifuentes
Cristian Sifuentes
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Jun 28 '25
Learn how LLMs convert language into vectors using tokenization and embeddings.
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programming
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llms
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3
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3 min read
🧬 Four Local Vector Storage Patterns for C# Developers
Loïc Carrère
Loïc Carrère
Loïc Carrère
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Oct 20 '25
🧬 Four Local Vector Storage Patterns for C# Developers
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vectordb
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10 min read
A First Look at Vector Sets
Guy Royse
Guy Royse
Guy Royse
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May 1 '25
A First Look at Vector Sets
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redis
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ai
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typescript
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5 min read
How to use sqlite-vec to store and query vector embeddings
Stephen Collins
Stephen Collins
Stephen Collins
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Mar 5 '25
How to use sqlite-vec to store and query vector embeddings
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sqlite
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vectorsearch
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ai
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embeddings
5
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2
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8 min read
How to use Cloudflare Workers AI for building an AI-powered search bar
Charles Teh
Charles Teh
Charles Teh
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Apr 7 '24
How to use Cloudflare Workers AI for building an AI-powered search bar
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cloudflare
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postgres
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search
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4 min read
A Complete Developer Guide to Vector Embeddings!
Pavan Belagatti
Pavan Belagatti
Pavan Belagatti
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Apr 2 '24
A Complete Developer Guide to Vector Embeddings!
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developer
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embeddings
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machinelearning
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5 min read
Implementing Semantic Search with Storyblok and Orama
Roberto B.
Roberto B.
Roberto B.
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Mar 5 '24
Implementing Semantic Search with Storyblok and Orama
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tutorial
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javascript
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ai
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4 min read
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