Embeddings

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Cover image for Why Your Vector Index Returns Five Copies of the Same Doc

Gabriel Anhaia

May 4

Why Your Vector Index Returns Five Copies of the Same Doc

#rag #ai #embeddings #python

7 min read

Cover image for Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85

Gabriel Anhaia

Apr 29

Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85

#ai #rag #embeddings #llm

7 min read

Cover image for Embeddings: How AI Knows Things Are Similar

Jeff Reese

Apr 29

Embeddings: How AI Knows Things Are Similar

#ai #embeddings #machinelearning #beginners

6 min read

Akhilesh Pothuri

Apr 22

Embeddings Explained: How AI Turns Words Into Numbers That Actually Mean Something

#machinelearning #naturallanguageprocessing #embeddings #ai

9 min read

Cover image for Dreaming Is Useful. Structured Memory Is Better

Solomon Neas

Apr 17

Dreaming Is Useful. Structured Memory Is Better

#openclaw #memory #agentarchitecture #embeddings

5 min read

Aamer Mihaysi

Apr 9

Embeddings Just Went Multimodal: What Sentence Transformers 5.4 Means for RAG

#ai #llm #rag #embeddings

2 min read

Xaden

Mar 27

Making a Local AI Agent Smarter: Semantic Memory with Local Embeddings

#ai #embeddings #vectorsearch #machinelearning

4 min read

Cover image for How I Chose an Embedding Model for Bug Report Deduplication

Alexander Budanov

Apr 21

How I Chose an Embedding Model for Bug Report Deduplication

#embeddings #vectorsearch #devtools #selfhosted

34 min read

plasmon

Mar 22

I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB

#rag #llm #python #embeddings

10 min read

Cover image for My numpy rewrite was 300x faster in isolation. End-to-end it was slower.

Yuvraj Angad Singh

Apr 20

My numpy rewrite was 300x faster in isolation. End-to-end it was slower.

#embeddings #python #performance #cli

5 min read

Cover image for From Counting Words to Learning Meaning

Akash

Apr 8

From Counting Words to Learning Meaning

#nlp #machinelearning #embeddings #ai

9 min read

Zaki Cole

Mar 10

Detecting Embedding Drift: The Silent Killer of RAG Accuracy

#rag #embeddings #vectorsearch #machinelearning

7 min read

Cover image for Vector Databases Explained: Pinecone, Weaviate, and Milvus

Matt Frank

Mar 23

Vector Databases Explained: Pinecone, Weaviate, and Milvus

#vectordatabase #embeddings #similaritysearch

7 min read

Moon Robert

Mar 8

RAG Profundo: Estrategias de Chunking, Bases de Datos Vectoriales y Optimización

#rag #chunking #vectordatabases #embeddings

7 min read

Moon Robert

Mar 9

Construyendo RAG con pgvector: Por Qué Dejé de Pagar Pinecone

#postgres #pgvector #rag #embeddings

7 min read

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Forem

# embeddings

Why Your Vector Index Returns Five Copies of the Same Doc

Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85

Embeddings: How AI Knows Things Are Similar

Embeddings Explained: How AI Turns Words Into Numbers That Actually Mean Something

Dreaming Is Useful. Structured Memory Is Better

Embeddings Just Went Multimodal: What Sentence Transformers 5.4 Means for RAG

Making a Local AI Agent Smarter: Semantic Memory with Local Embeddings

How I Chose an Embedding Model for Bug Report Deduplication

I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB

My numpy rewrite was 300x faster in isolation. End-to-end it was slower.

From Counting Words to Learning Meaning

Detecting Embedding Drift: The Silent Killer of RAG Accuracy

Vector Databases Explained: Pinecone, Weaviate, and Milvus

RAG Profundo: Estrategias de Chunking, Bases de Datos Vectoriales y Optimización

Construyendo RAG con pgvector: Por Qué Dejé de Pagar Pinecone