Components Chroma

Using Cake for Chroma

Chroma is an open-source vector database optimized for storing and querying embeddings. Cake integrates Chroma for AI use cases like semantic search, recommendation, and RAG pipelines.

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Cake cut a year off our product development cycle. That's the difference between life and death for small companies

Dan Doe
President, Altis Labs

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Cake cut a year off our product development cycle. That's the difference between life and death for small companies

Jane Doe
CEO, AMD

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Cake cut a year off our product development cycle. That's the difference between life and death for small companies

Michael Doe
Vice President, Test Company

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How it works

Run AI vector search and retrieval pipelines with Chroma on Cake

Cake integrates Chroma to power vector database storage and similarity search in AI applications—helping teams deploy retrieval-augmented generation (RAG), semantic search, and recommendation systems with speed and security.

Fast, scalable embedding storage

Store vector embeddings from any model and query them at scale with Chroma on Cake.

AI-native search pipeline integration

Use Chroma in RAG, chatbot, and semantic search pipelines fully managed by Cake.

Secure, auditable deployment

Apply access control, monitoring, and compliance policies to Chroma workloads in Cake.

Frequently asked questions about Cake and Chroma

What is Chroma?

Chroma is an open-source vector database optimized for storing and querying embeddings used in AI applications like similarity search, RAG, and recommendation systems.

How does Cake integrate with Chroma?

Cake integrates Chroma into AI pipelines by automating deployment, scaling, and connecting embedding storage to model inference and retrieval workflows.

What AI use cases benefit from Chroma on Cake?

Chroma supports AI use cases such as semantic search, chatbots, recommendation systems, and document retrieval where fast vector similarity search is required.

Does Cake help govern and secure Chroma deployments?

Yes—Cake provides governance, access control, and monitoring over Chroma workloads to ensure compliance and security in AI applications.

Can Chroma be used alongside other AI tools in Cake?

Absolutely—Chroma can be used with large language models, search systems, and other data pipelines as part of Cake’s composable AI platform.

Key Chroma links