AI Embedding Database
What is Chroma used for?
Chroma is an open-source AI application database designed to enhance retrieval processes for AI-driven applications by facilitating embeddings, vector search, document storage, full-text search, metadata filtering, and multi-modal retrieval within a single platform.
Does Chroma offer a cloud service?
Chroma offers a serverless, scalable cloud service that is fast and easy to start. Users can get started on the Cloud for free and have the option to contact the Chroma team for more information.
How can I get started with Chroma?
You can start using Chroma quickly with guides available for both Python and JavaScript. The installation process includes setting up the Chroma database and offers examples on utilizing features like full-text search, metadata filtering, and vector similarity queries. Detailed instructions can be found in the "Get Started" section of the website.
What types of search does Chroma support?
Chroma supports various search capabilities including vector search, full-text search, regex search, and metadata search. It is built to handle these operations efficiently with multi-tenant indexes.
How does Chroma scale with data and traffic?
Chroma is a fast, serverless platform that auto-scales with your data and traffic needs. It is designed to require no manual engineering operations and supports automatic scaling and query-aware data tiering.
What are the advantages of using Chroma for search applications?
Chroma offers high performance with low latency searches over billions of multi-tenant indexes, is up to 10x cheaper due to its optimization for object storage, and provides seamless, zero-ops infrastructure to automatically accommodate varying data and traffic levels.
What programming languages are supported by Chroma for development?
Chroma supports development in TypeScript, Python, and Rust, providing command-line tools and APIs to facilitate integration and operation within these environments.
How does Chroma ensure data security and compliance for enterprise users?
Chroma offers enterprise-grade features like BYOC in your VPC, multi-cloud/multi-region replication, and point-in-time recovery. It is SOC 2 Type II compliant and designed to meet security and operational needs with its Apache 2.0 architecture.
How is Chroma integrated in open-source communities?
Chroma is an actively developed open-source project with over 24k GitHub stars and millions of downloads per month. It allows for community collaboration and innovation in building AI applications without licensing limits or vendor lock-in. Users are encouraged to join the community on platforms like Discord to share insights and receive support.
