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Why Your Vector Index Returns Five Copies of the Same Doc
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 4
Why Your Vector Index Returns Five Copies of the Same Doc
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rag
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ai
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embeddings
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python
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7 min read
Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Apr 29
Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85
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ai
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rag
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embeddings
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llm
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7 min read
Embeddings: How AI Knows Things Are Similar
Jeff Reese
Jeff Reese
Jeff Reese
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Apr 29
Embeddings: How AI Knows Things Are Similar
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ai
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embeddings
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machinelearning
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beginners
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6 min read
Embeddings Explained: How AI Turns Words Into Numbers That Actually Mean Something
Akhilesh Pothuri
Akhilesh Pothuri
Akhilesh Pothuri
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Apr 22
Embeddings Explained: How AI Turns Words Into Numbers That Actually Mean Something
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machinelearning
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naturallanguageprocessing
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embeddings
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ai
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9 min read
Dreaming Is Useful. Structured Memory Is Better
Solomon Neas
Solomon Neas
Solomon Neas
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Apr 17
Dreaming Is Useful. Structured Memory Is Better
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openclaw
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memory
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agentarchitecture
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5 min read
Embeddings Just Went Multimodal: What Sentence Transformers 5.4 Means for RAG
Aamer Mihaysi
Aamer Mihaysi
Aamer Mihaysi
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Apr 9
Embeddings Just Went Multimodal: What Sentence Transformers 5.4 Means for RAG
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ai
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llm
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rag
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2 min read
Making a Local AI Agent Smarter: Semantic Memory with Local Embeddings
Xaden
Xaden
Xaden
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Mar 27
Making a Local AI Agent Smarter: Semantic Memory with Local Embeddings
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ai
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vectorsearch
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machinelearning
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4 min read
How I Chose an Embedding Model for Bug Report Deduplication
Alexander Budanov
Alexander Budanov
Alexander Budanov
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Apr 21
How I Chose an Embedding Model for Bug Report Deduplication
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embeddings
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vectorsearch
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devtools
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selfhosted
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34 min read
I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB
plasmon
plasmon
plasmon
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Mar 22
I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB
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rag
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10 min read
My numpy rewrite was 300x faster in isolation. End-to-end it was slower.
Yuvraj Angad Singh
Yuvraj Angad Singh
Yuvraj Angad Singh
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Apr 20
My numpy rewrite was 300x faster in isolation. End-to-end it was slower.
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embeddings
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python
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5 min read
From Counting Words to Learning Meaning
Akash
Akash
Akash
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Apr 8
From Counting Words to Learning Meaning
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nlp
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machinelearning
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embeddings
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ai
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9 min read
Detecting Embedding Drift: The Silent Killer of RAG Accuracy
Zaki Cole
Zaki Cole
Zaki Cole
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Mar 10
Detecting Embedding Drift: The Silent Killer of RAG Accuracy
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rag
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embeddings
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vectorsearch
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machinelearning
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7 min read
Vector Databases Explained: Pinecone, Weaviate, and Milvus
Matt Frank
Matt Frank
Matt Frank
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Mar 23
Vector Databases Explained: Pinecone, Weaviate, and Milvus
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vectordatabase
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embeddings
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similaritysearch
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7 min read
RAG Profundo: Estrategias de Chunking, Bases de Datos Vectoriales y Optimización
Moon Robert
Moon Robert
Moon Robert
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Mar 8
RAG Profundo: Estrategias de Chunking, Bases de Datos Vectoriales y Optimización
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rag
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chunking
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vectordatabases
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7 min read
Construyendo RAG con pgvector: Por Qué Dejé de Pagar Pinecone
Moon Robert
Moon Robert
Moon Robert
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Mar 9
Construyendo RAG con pgvector: Por Qué Dejé de Pagar Pinecone
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postgres
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pgvector
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rag
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7 min read
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