🗄️ Vector Databases - jinkai_lau · Scour

Vector Similarity Search Explained: Flat Index, IVF, and HNSW 📚RAG

medium.com

·1d

Semantic Search Without Embeddings 📚RAG

softwaredoug.com

·6d·Hacker News

Are we still able to recognize pearls? Machine-driven peer review and the risk to creativity: An explainable RAG-XAI detection framework with markers extraction 📚RAG

arxiv.org·3h

LAI #122: Word Embeddings Started in 1948, Not With Word2Vec 🔬AI Research

pub.towardsai.net

·16h

A Theoretical Framework for Acoustic Neighbor Embeddings 🧠Language Models

machinelearning.apple.com·1d

OpenSearch: Your friendly neighborhood vector database 🌐Open Source

opensearch.org·6d

zilliztech/vector-graph-rag: Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios. ⚙️MLOps

github.com·2d·Hacker News

Vector Databases, Explained Without the Hype 📚RAG

medium.com

·5d

SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search 📊Benchmarking

vldb.org·1d

An experiment replacing grep with semantic search inside coding agents 📚RAG

medium.com·2d

Show HN: 1B Embeddings 📚RAG

news.ycombinator.com·4d·Hacker News

I Built Semantic Search Over My Own Creative Archive (ChromaDB + Ollama) 💾SQLite

ko-fi.com·2d·DEV

Vector Database Performance Compared: pgvector vs Pinecone vs Qdrant vs Weaviate 📊Benchmarking

vecstore.app·4d·r/programming

Grounding Your LLM: A Practical Guide to RAG for Enterprise Knowledge Bases 🧠LLMs

towardsdatascience.com·1d

ANN: Unicoder λFunctional Programming

ziggit.dev·2d

Do RL on a model with your vector db ⚙️MLOps

cgft.io·3d·Hacker News

Multilingual semantic search with jina-embeddings-v5-text 🧠LLMs

elastic.co·3d

RAG System Architecture: Components, How To Implement, Challenges, and Best Practices 📚RAG

blog.n8n.io·3d

TurboQuant Explained: Extreme AI Compression for Faster, Cheaper LLM Inference and Vector Search 🧠LLMs

medium.com

·4d

I Built RAG From Scratch Without LangChain. Here’s What Frameworks Hide from You. 📚RAG

medium.com·4d

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