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Scoring Text Similarity With Embeddings, With a Deterministic Offline Fallback for Tests

Scoring Text Similarity With Embeddings, With a Deterministic Offline Fallback for Tests

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4 min read
Classify Logistics Review Text Data Using an Embeddings API in Node.js: 3 Steps

Classify Logistics Review Text Data Using an Embeddings API in Node.js: 3 Steps

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6 min read
Scrape Plus Embed Pipeline: Citable Page-Change Alerts End to End

Scrape Plus Embed Pipeline: Citable Page-Change Alerts End to End

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9 min read
Scored the Index Against Known Answers: 10 of 12, and What the Cap Really Costs

Scored the Index Against Known Answers: 10 of 12, and What the Cap Really Costs

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4 min read
Graph Embeddings You Can Watch Being Built

Graph Embeddings You Can Watch Being Built

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3 min read
Tested a Per-Document Cap at Real Scale — and Found I Had No Ground Truth

Tested a Per-Document Cap at Real Scale — and Found I Had No Ground Truth

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4 min read
Day 11: Embeddings and Vector Representations — How Machines Map Meaning

Day 11: Embeddings and Vector Representations — How Machines Map Meaning

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3 min read
Grew the Collection from 5 Entries to 741 Real Chunks

Grew the Collection from 5 Entries to 741 Real Chunks

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2 min read
Voyage AI vs Cohere Embed v4 vs Nemotron 3 Embed: Production RAG Trade-offs

Voyage AI vs Cohere Embed v4 vs Nemotron 3 Embed: Production RAG Trade-offs

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9 min read
Embedding Drift: Detect, Monitor & Swap Models Safely

Embedding Drift: Detect, Monitor & Swap Models Safely

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4 min read
Setting up vector search for github starred repos

Setting up vector search for github starred repos

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8 min read
Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.

Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.

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3 min read
AI Engineering for JavaScript Developers: What You Actually Need to Learn

AI Engineering for JavaScript Developers: What You Actually Need to Learn

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13 min read
Semantic Caching Cuts Token Costs for Repeat LLM Prompts

Semantic Caching Cuts Token Costs for Repeat LLM Prompts

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5 min read
Python Semantic Cache: Cut Free-Tier LLM Token Costs

Python Semantic Cache: Cut Free-Tier LLM Token Costs

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6 min read
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