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Scoring Text Similarity With Embeddings, With a Deterministic Offline Fallback for Tests
Royal Simpson Pinto
Royal Simpson Pinto
Royal Simpson Pinto
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Oct 25
Scoring Text Similarity With Embeddings, With a Deterministic Offline Fallback for Tests
#
ai
#
embeddings
#
testing
#
tutorial
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 comment
4 min read
Classify Logistics Review Text Data Using an Embeddings API in Node.js: 3 Steps
MarenCrest5138
MarenCrest5138
MarenCrest5138
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Oct 24
Classify Logistics Review Text Data Using an Embeddings API in Node.js: 3 Steps
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javascript
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embeddings
#
textclassification
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6 min read
Scrape Plus Embed Pipeline: Citable Page-Change Alerts End to End
FairchildBlake8483
FairchildBlake8483
FairchildBlake8483
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Oct 23
Scrape Plus Embed Pipeline: Citable Page-Change Alerts End to End
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scrape
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embeddings
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pipeline
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9 min read
Scored the Index Against Known Answers: 10 of 12, and What the Cap Really Costs
Nerav Doshi
Nerav Doshi
Nerav Doshi
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Oct 21
Scored the Index Against Known Answers: 10 of 12, and What the Cap Really Costs
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ollama
#
rag
#
embeddings
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chromadb
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4 min read
Graph Embeddings You Can Watch Being Built
AlexMikhalev
AlexMikhalev
AlexMikhalev
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Oct 20
Graph Embeddings You Can Watch Being Built
#
rust
#
webassembly
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knowledgegraph
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embeddings
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3 min read
Tested a Per-Document Cap at Real Scale — and Found I Had No Ground Truth
Nerav Doshi
Nerav Doshi
Nerav Doshi
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Oct 15
Tested a Per-Document Cap at Real Scale — and Found I Had No Ground Truth
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ollama
#
rag
#
embeddings
#
chromadb
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4 min read
Day 11: Embeddings and Vector Representations — How Machines Map Meaning
Suresh Kumar Pallapothu
Suresh Kumar Pallapothu
Suresh Kumar Pallapothu
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Oct 11
Day 11: Embeddings and Vector Representations — How Machines Map Meaning
#
ai
#
embeddings
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30dayaiseries
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3 min read
Grew the Collection from 5 Entries to 741 Real Chunks
Nerav Doshi
Nerav Doshi
Nerav Doshi
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Oct 8
Grew the Collection from 5 Entries to 741 Real Chunks
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ollama
#
rag
#
embeddings
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chromadb
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2 min read
Voyage AI vs Cohere Embed v4 vs Nemotron 3 Embed: Production RAG Trade-offs
Jangwook Kim
Jangwook Kim
Jangwook Kim
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Oct 8
Voyage AI vs Cohere Embed v4 vs Nemotron 3 Embed: Production RAG Trade-offs
#
embeddings
#
rag
#
vectorsearch
#
aiinfrastructure
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9 min read
Embedding Drift: Detect, Monitor & Swap Models Safely
Nainik Mehta
Nainik Mehta
Nainik Mehta
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Sep 28
Embedding Drift: Detect, Monitor & Swap Models Safely
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mlops
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embeddings
#
drift
#
deployment
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4 min read
Setting up vector search for github starred repos
Dennis kinuthia
Dennis kinuthia
Dennis kinuthia
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Sep 30
Setting up vector search for github starred repos
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ai
#
vectordatabase
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embeddings
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gemma
1
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8 min read
Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.
Marcell Havlik
Marcell Havlik
Marcell Havlik
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Sep 22
Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.
#
benchmarks
#
categorization
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embeddings
#
llm
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3 min read
AI Engineering for JavaScript Developers: What You Actually Need to Learn
Allen Jones
Allen Jones
Allen Jones
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Sep 16
AI Engineering for JavaScript Developers: What You Actually Need to Learn
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aiengineering
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javascript
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embeddings
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vectordatabases
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 reaction
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13 min read
Semantic Caching Cuts Token Costs for Repeat LLM Prompts
Riley Lin
Riley Lin
Riley Lin
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Sep 4
Semantic Caching Cuts Token Costs for Repeat LLM Prompts
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semanticcaching
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llm
#
python
#
embeddings
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5 min read
Python Semantic Cache: Cut Free-Tier LLM Token Costs
Emery Chen
Emery Chen
Emery Chen
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Sep 4
Python Semantic Cache: Cut Free-Tier LLM Token Costs
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python
#
llm
#
embeddings
#
semanticcache
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6 min read
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