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Why Cosine Similarity Fails in RAG (And What to Use Instead)

Why Cosine Similarity Fails in RAG (And What to Use Instead)

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5 min read
Dense vs Sparse Vectors in AI — Explained for Developers

Dense vs Sparse Vectors in AI — Explained for Developers

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2 min read
RAG Without the Internet - Lessons From Building an Internal-Only AI Assistant on Markdown and Confluence

RAG Without the Internet - Lessons From Building an Internal-Only AI Assistant on Markdown and Confluence

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6 min read
Novel idea in vector search: Wormhole vectors

Novel idea in vector search: Wormhole vectors

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2 min read
Semantic search with embeddings in PHP: a hands-on guide using Neuron AI and Ollama

Semantic search with embeddings in PHP: a hands-on guide using Neuron AI and Ollama

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5 min read
JEPAs: Unveiling the Hidden Density Oracle Within by Arvind Sundararajan

JEPAs: Unveiling the Hidden Density Oracle Within by Arvind Sundararajan

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2 min read
How LLMs Transform Language into Vectors: The Power of Embeddings

How LLMs Transform Language into Vectors: The Power of Embeddings

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3 min read
Understanding Embeddings in AI: Semantic Similarity in LLMs - Read the Full Article

Understanding Embeddings in AI: Semantic Similarity in LLMs - Read the Full Article

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1 min read
Learn how LLMs convert language into vectors using tokenization and embeddings.

Learn how LLMs convert language into vectors using tokenization and embeddings.

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3 min read
🧬 Four Local Vector Storage Patterns for C# Developers

🧬 Four Local Vector Storage Patterns for C# Developers

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10 min read
A First Look at Vector Sets

A First Look at Vector Sets

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5 min read
How to use sqlite-vec to store and query vector embeddings

How to use sqlite-vec to store and query vector embeddings

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8 min read
How to use Cloudflare Workers AI for building an AI-powered search bar

How to use Cloudflare Workers AI for building an AI-powered search bar

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4 min read
A Complete Developer Guide to Vector Embeddings!

A Complete Developer Guide to Vector Embeddings!

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5 min read
Implementing Semantic Search with Storyblok and Orama

Implementing Semantic Search with Storyblok and Orama

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4 min read
baco.cat

baco.cat

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2 min read
Matryoshka Embeddings: The new kind of efficient embeddings

Matryoshka Embeddings: The new kind of efficient embeddings

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13 min read
Discover the new OpenAI Embeddings APIs

Discover the new OpenAI Embeddings APIs

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11 min read
Generate embeddings with Azure AI Vision multi-modal embeddings API

Generate embeddings with Azure AI Vision multi-modal embeddings API

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6 min read
Use the Azure AI Vision multi-modal embeddings API for image retrieval

Use the Azure AI Vision multi-modal embeddings API for image retrieval

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6 min read
Mistral 7B and BAAI on Workers AI vs. OpenAI Models for RAG

Mistral 7B and BAAI on Workers AI vs. OpenAI Models for RAG

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8 min read
Building a vector-based search engine using Amazon Bedrock and Amazon Open Search Service

Building a vector-based search engine using Amazon Bedrock and Amazon Open Search Service

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6 min read
Harnessing LLMs, Embeddings, and AI with Eden AI x LangChain

Harnessing LLMs, Embeddings, and AI with Eden AI x LangChain

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9 min read
Code Search with Vector Embeddings: A Transformer's Approach

Code Search with Vector Embeddings: A Transformer's Approach

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5 min read
Introduction to Vector Search and Embeddings

Introduction to Vector Search and Embeddings

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6 min read
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