Best Embeddings & RAG AI Tools
12 embeddings & rag startups tracked, with the largest concentration in US. Total tracked funding: $542.7M.
Funding by year — Embeddings & RAG
2021 → 2026Top countries
By startup countStage breakdown
Latest round typeTop investors backing Embeddings & RAG
See all →Recent rounds in Embeddings & RAG
All rounds →All Embeddings & RAG startups
Page 1Nomic AI
Open-source embeddings and Atlas data maps for AI teams
Contextual AI
Build specialized RAG agents for the enterprise
Superlinked
Ragie
Fully managed RAG-as-a-Service for developers
Vectorize
Turn unstructured data into AI-ready vectors for RAG pipelines
LGND
Geospatial embeddings that let AI agents understand satellite imagery
Pinecone
VerifiedThe vector database for AI
Qdrant
High-performance vector search engine built in Rust for production-grade AI retrieval.
Marqo
AI-native search and product discovery platform that optimises ecommerce conversion and revenue.
Weaviate
VerifiedOpen-source AI-native vector database
Chroma
Open-source search infrastructure for AI with vector, full-text, regex, and metadata search.
LanceDB
AI-native multimodal lakehouse for vector search, training data, and retrieval.