/awesome-vector-database

Collections of projects, slides, articles about Vector Database

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Awesome Vector Database

Collections of startups, projects, slides, papers, articles about Vector Database

Startups

Pinecone

Zilliz

Milvus

Redis Vector Database

Projects

Milvus Project

Facebook Research Faiss

Weaviate

Qdrant, An open-source Pinecone alternative

The Coral Project

Pgvector

Guokr Simbase

LanceDB

Benchmarks

Qdrant: Vector Database Benchmarks

Slides

Papers

Salakhutdinov R. R, and Hinton, G. E. (2007) "Semantic Hashing" Proceedings of the SIGIR Workshop on Information Retrieval and Applications of Graphical Models

Articles & Discussions

What is Vector Database?

Pinecone: What is Vector Database?

Zilliz: What is a Vector Database?

Microsoft: What is a Vector Database?

Hacker News: What is a Vector Database? (2021) (pinecone.io)

Vector Database for AI

Top 10 Best Vector Databases & Libraries, APR 13, 2023

CBIinsights: Vector database startups raise over $350M to build generative AI infrastructure

TechCrunch: Qdrant, an open source vector database startup, wants to help AI developers leverage unstructured data

Videos

Vectoring Words (Word Embeddings) - Computerphile

The Evolution of Milvus: A Cloud-Native Vector Database - Frank Liu, Zilliz