Weaviate

Weaviate provides a comprehensive suite of cloud services, including Serverless Cloud, Enterprise Cloud, and Bring Your Own Cloud options. The company specializes in hybrid search, retrieval-augmented generation (RAG), and generative feedback loops, with strong support for AI-native applications and vector databases. Weaviate integrates with AWS, Google Cloud, and Snowflake, and offers multiple deployment options such as self-hosted, managed service, and Kubernetes packages within a Virtual Private Cloud (VPC). The platform includes built-in modules for popular machine learning models and frameworks, and advanced features like multi-tenancy, data compression, and filtering. Weaviate also supports secure deployment options and batch vectorization for improved throughput during batch imports. The company provides a free sandbox for learning and prototyping with a 14-day lifetime, as well as extensive educational resources through Weaviate Academy, DeepLearning.AI, LinkedIn Learning, and more. Support and training options include live workshops, office hours, and enterprise support, complemented by a community-driven approach with forums, Slack, and GitHub. Weaviate offers a variety of pricing plans based on dimensions stored and chosen SLA tier, and provides a Python client library with support for gRPC and various batching algorithms. Additionally, the platform features a Contributor Guide for open-source contributions, a dedicated section for paper reviews and research insights, and a quickstart guide with extensive documentation for developers.