RAG Chunking Strategies That Actually Move Quality
Chunking is the RAG decision everyone makes once and regrets quietly. Here is how the main strategies compare on real retrieval quality.
Oct 27, 20269 min read0 reactions0 comments
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Oct 26, 2026Classify Text Data Using an Embeddings API in Node.js: Portable Invoice Field Decisions
Short answer: To classify invoice text data using embeddings in Node.js, compare snippets with...
Oct 26, 20266 min read0 reactions0 comments
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Oct 26, 2026Node.js Knowledge-Base Summaries: Tenant Cost Tracing with Semantic GPT Context
Short answer: in a Node.js app, summarize private content by using semantic embeddings to select the...
Oct 26, 20267 min read0 reactions0 comments
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Oct 26, 2026Semantic Embeddings and GPT Summarization Explained: A 4-Stage Design (for Review)
Semantic Embeddings and GPT Summarization Explained: A 4-Stage Design (for Review) Short answer:...
Oct 26, 20267 min read0 reactions0 comments
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Oct 25, 2026Scoring Text Similarity With Embeddings, With a Deterministic Offline Fallback for Tests
Build a cosine-similarity scorer that talks to a real embedding API in production but runs fully offline in CI, using a local hashing-based fallback embedding.
Oct 25, 20264 min read0 reactions2 comments
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Oct 24, 2026Classify Logistics Review Text Data Using an Embeddings API in Node.js: 3 Steps
Short answer: use embeddings to classify logistics text by comparing a new review item with...
Oct 24, 20266 min read0 reactions0 comments
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Oct 23, 2026Scrape Plus Embed Pipeline: Citable Page-Change Alerts End to End
A page-change alert is useful only when an editor can open the exact source that justified it. Short...
Oct 23, 20269 min read0 reactions0 comments
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Oct 21, 2026Scored the Index Against Known Answers: 10 of 12, and What the Cap Really Costs
Entry 17 ended on a problem I'd made for myself: I'd been judging rankings with nothing to check them...
Oct 21, 20264 min read0 reactions0 comments
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Oct 20, 2026Graph Embeddings You Can Watch Being Built
Originally published at terraphim.ai — where this article is fully interactive. Graph...
Oct 20, 20263 min read0 reactions0 comments
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Oct 27, 2026Choosing an Embedding Model for Go Chatbot RAG: Quality, Latency, and Retrieval
Short answer: start a B2B support-ticket RAG evaluation with text-embedding-3-small, then keep...
Oct 27, 20268 min read0 reactions0 comments
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Oct 26, 2026How to Classify Text Data Using Embeddings API (and Choose Boundaries)
How to Classify Text Data Using Embeddings API (and Choose Boundaries) Short answer: use...
Oct 26, 20267 min read0 reactions0 comments
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Oct 26, 2026Portable Knowledge-Base Summaries: A Node.js Retrieval Boundary for Embeddings and GPT
Short answer: keep embeddings, context selection, and GPT summarization behind a small provider...
Oct 26, 20267 min read0 reactions0 comments