Vector Databases

High-performance vector search engine in Rust

Vector Databases

Qdrant is a high-performance vector search engine built in Rust for production-grade semantic search and RAG applications.

Open-source vector database for billion-scale AI

Vector Databases

Milvus is an open-source vector database that handles billion-scale embeddings with GPU acceleration for AI-powered search and retrieval.

Serverless vector database, no server management

Vector Databases

LanceDB is a serverless vector database built in Rust that runs embedded or in the cloud with native DataFrame integration for AI workloads.

AI-native vector database with built-in ML models

Vector Databases

Weaviate is an AI-native vector database with built-in ML models for hybrid search, RAG, and semantic retrieval over scraped content.

AI-native embedding database with simple API

Vector Databases

Chroma is an open-source embedding database with a simple API for storing and querying vectors, ideal for AI search over scraped content.

A curated collection of the best vector databases for storing embeddings and enabling semantic search over scraped content.