Vector DBs & AI Infra

Elasticsearch adds vector search capabilities to its renowned search engine, enabling semantic search and RAG architectures.

DataStax Astra DB is a multi-cloud database-as-a-service, offering a vector database capability built on Apache Cassandra.

Pinecone provides a managed vector database service designed to power AI applications by making it easy to add vector search to production applications.

Pinecone offers a proprietary vector database service designed for building, retrieving, and scaling AI applications.

Labelbox offers a training data platform for machine learning teams to build and ship AI products, combining annotation, data management, and model evaluation.

Milvus is an open-source vector database built for scalable similarity search.

Weaviate is an open-source vector database that allows developers to store data objects and vector embeddings with a semantic search functionality.

Zilliz is the company behind Milvus, an open-source vector database, and offers Zilliz Cloud, a fully managed service for large-scale vector search.

Qdrant is an open-source vector similarity search engine and vector database for the next generation of AI applications.

Chroma is an AI-native open-source embedding database that makes it easy to build LLM applications.

Superb AI provides an end-to-end data platform for building and managing AI datasets, including annotation, automation, and model-centric approaches.

Gretel AI provides an API for generating synthetic data, allowing developers to create privacy-preserving, high-quality datasets for AI development.

Activeloop developed Deep Lake, a multi-modal data lake for deep learning applications, optimized for AI model training and streaming data to GPUs.

Vald is a highly scalable distributed vector search engine for the cloud-native environment.

Superlogic provides an AI-native knowledge graph platform, integrating vector embeddings for advanced RAG and graph-based AI.

Faiss is a library for efficient similarity search and clustering of dense vectors, developed by Facebook AI Research.