Top Embeddings & RAG Startups Ranked by Funding

The vector database for AI

Open-source AI-native vector database

High-performance vector search engine built in Rust for production-grade AI retrieval.

AI-native multimodal lakehouse for vector search, training data, and retrieval.

Open-source search infrastructure for AI with vector, full-text, regex, and metadata search.

AI-native search and product discovery platform that optimises ecommerce conversion and revenue.

The Unified Context Layer for building AI agents across SaaS, VPC, and On-Prem environments.