Vector Compression

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ASH: Asymmetric Scalar Hashing With Learned Dimensionality Reduction for High-Fidelity Vector Quantization

 🎯Vector Quantization  Content type: Academic
arxiv.org·

MongoDB as a Vector Database for AI Agents-MongoDB

 🎯Vector Search
foojay.io·

A Fun & Absurd Introduction to Vector Databases • Alexander Chatzizacharias

 🎯Vector Search  Content type: Video
youtu.be··r/programming

LangChain Series #2: Models Explained — LLMs, Chat Models, and Embeddings with Practical…

 📊Embeddings
pub.towardsai.net
·

How to Set Up Codebase Indexing in Kilo Code

 🎯Qdrant  Content type: News  Content type: Blog
blog.kilo.ai·

Your AI agent reads the fine print: building a RAG pipeline over EU regulations with Elasticsearch and OGX

 🏗️Search Infrastructure  Content type: Blog
elastic.co·

Show HN: Incremental RAG ingestion, only changed chunks get re-embedded

 🎯Qdrant  Content type: Code
github.com··Hacker News

Embedding pipelines are the new ETL

 📊Embeddings  Content type: Blog
infoworld.com·

LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization

 🎯Vector Quantization  Content type: Academic
arxiv.org·

Best practices for building a modern app with vector search

 🏗️Search Infrastructure  Content type: Blog
elastic.co·

Measuring Embedding Drift: Why Hybrid Search Saves Stale Models.

 🔗Hybrid Search
pub.towardsai.net
·

ColBERTSaR: Sparsified ColBERT Index via Product Quantization

 🎯Colbert  Content type: Academic
arxiv.org·

When More Cores Hurts: The Vector Database Scaling Paradox in HPC

 🎯Vector Search  Content type: Academic
arxiv.org·

Embedding linear codes over Z4 into self-orthogonal codes

 🐘pgvector  Content type: Academic
arxiv.org·

Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings

 📊Embeddings  Content type: Academic
arxiv.org·

GridPE: A Grid Cell-Inspired Unified Position Embedding for Arbitrary-Dimensional Spaces

 🐘pgvector  Content type: Academic
arxiv.org·

Modeling semantic association in self-paced reading with language model embeddings

 📊Embeddings  Content type: Academic
arxiv.org·

SAILRec: Steering LLM Attention to Dual-Side Semantically Aligned Collaborative Embeddings for Recommendation

 🐘pgvector  Content type: Academic
arxiv.org·

Conan-embedding-v3: Fusing Modality-Specific Models for Omni-Modal Embedding

 🐘pgvector  Content type: Academic
arxiv.org·

Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional Datasets

 🐘pgvector  Content type: Academic
arxiv.org·

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