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Chroma Vector Database description
Chroma is a free, open-source software tool that makes it easier for other software applications to use Artificial Intelligence (AI). One of the key things AI applications need to do is store and search through a lot of data, like text or images, that have been converted into a numerical format ("embeddings"). Chroma excels at this, functioning as an "AI application database." It offers a one-stop solution for developers needing to handle embeddings, perform vector searches, store documents, execute full-text searches, filter metadata, and work with various data formats like text and images.
Who is Chroma Vector Database best for
Chroma is a free, open-source vector database built for AI applications. It simplifies storing, searching, and managing embeddings alongside other data formats like text and images. Developers praise its full-text search, vector similarity search, and multi-modal data management capabilities. Chroma is an excellent choice for scaling AI applications.
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Ideal for small to large businesses seeking an AI-native vector database.
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Well-suited for software development and AI-driven applications.
Chroma Vector Database features
| Supported Chroma supports full-text search alongside its core vector search capabilities. |
| Supported Chroma supports similarity search based on vector embeddings. |
| Supported Chroma supports various data formats like text and images. |
| Supported Chroma Vector Database organizes and tracks data with metadata management and efficient vector storage. |
| Supported Chroma automatically creates and manages indexes for efficient data retrieval. |
Chroma Vector Database alternatives
CockroachDBBetter for scaling relational databases. A good CockroachDB alternative for AI-native applications needing vector search. Open-source.Read more
ChromaWayFocuses on blockchain application development, particularly for digital asset management. It has broader industry applicability but lacks specific AI-focused features and is growing faster.Read more
MongoDB AtlasBetter for established businesses with larger budgets and diverse data needs. A broader solution suitable for various data types, not just vector embeddings. More mature and established, with wider adoption and community support.Read more
Microsoft SQL ServerBetter for established businesses needing robust data analysis and business intelligence tools. Broader industry applicability. Stronger community support and integrations with other Microsoft products.Read more
AiryChat AI AssistantsBetter for marketing, content creation, and general business tasks. AiryChat AI Assistants is growing slower and targets different customer profiles.Read more
VespaBetter for enterprise-grade applications needing advanced search and AI capabilities. Has broader industry applicability, suited for e-commerce, media, and software development. Has more momentum based on website traffic growth.Read more
Chroma Vector Database FAQ
What is Chroma Vector Database and what does Chroma Vector Database do?
Chroma Vector Database is an open-source embedding database designed for AI applications. It enables efficient storage, retrieval, and search of vector embeddings alongside additional features like full-text search, metadata filtering, and multi-modal data management. It's ideal for developers building AI applications needing robust vector search capabilities.
How does Chroma Vector Database integrate with other tools?
Chroma integrates seamlessly with other tools primarily through its API. It supports various data formats like text and images, enabling developers to connect their AI applications and manage embeddings effectively. Its open-source nature further facilitates integration with a wide range of development environments.
What the main competitors of Chroma Vector Database?
Top Chroma Vector Database alternatives include Vespa, CockroachDB, and MongoDB Atlas. Vespa excels in AI-powered search, CockroachDB prioritizes scalability and resilience, while MongoDB Atlas offers flexible, cloud-based data management.
Is Chroma Vector Database legit?
Chroma Vector Database is a legitimate and safe open-source tool. It's specifically designed for AI application development, excelling at vector similarity search and full-text search. G2 gives it a 5/5 star rating, further suggesting its legitimacy for developers working with AI embeddings.
How much does Chroma Vector Database cost?
Chroma Vector Database pricing is not publicly available. Contact Chroma's sales team for pricing details specific to your vector database needs.
Is Chroma Vector Database customer service good?
Based on a user review, Chroma's growing community provides good support. Users appreciate the open-source nature and complex search capabilities. However, performance might be a concern in certain scenarios.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.