🗄️ Vector Databases - ghosh.debasish · Scour

Vector Similarity Search Explained: Flat Index, IVF, and HNSW 📦Succinct Data Structures

medium.com

·1d

Do RL on a model with your vector db 📚RAG

cgft.io·3d·Hacker News

A-RAG: The 3-Tool Retrieval Architecture That Makes Naive RAG Obsolete 📚RAG

medium.com·3h

Long-Term Embeddings for Balanced Personalization 🧠LLMs

arxiv.org·6h

SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search 🖥️Systems Programming

vldb.org·1d

RAG in Production: Designing Retrieval Pipelines That Stay Accurate as Your Data Changes 📚RAG

medium.com·2h

Vector Databases, Explained Without the Hype 📦Succinct Data Structures

medium.com

·5d

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

github.com·2d·Hacker News

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

medium.com·2d

OpenSearch: Your friendly neighborhood vector database 📦Succinct Data Structures

opensearch.org·6d

Vector Database Performance Compared: pgvector vs Pinecone vs Qdrant vs Weaviate 🔗Distributed Databases

vecstore.app·4d·r/programming

Show HN: 1B Embeddings 📦Succinct Data Structures

news.ycombinator.com·4d·Hacker News

Semantic Search Without Embeddings 🧮Denotational Semantics

softwaredoug.com

·6d·Hacker News

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

elastic.co·3d

Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation 📚RAG

arxiv.org·6h

Vectorless RAG: How I Built a RAG System Without Embeddings, Databases, or Vector Similarity 📚RAG

pub.towardsai.net

·5d

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

blog.n8n.io·3d

The laptop return that broke a RAG pipeline 🛢️Database Internals

thenewstack.io·6d

Radial Priority Indexing: A Self-Correcting Vector Memory for NPCs 🖥️Systems Programming

heydaytime.net·3d·Hacker News

adityak74/embenx: 🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents. 🤖AI Agents

github.com·1d·Hacker News

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