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Chroma

Chroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM applications by providing storage, retrieval, and management for vector embeddings, full-text search, regex search, and multi-modal retrieval (text, image, audio). Distributed under the Apache 2.0 license, Chroma can be self-hosted (single-node Python or distributed Rust-based deployment) or consumed via Chroma Cloud, a managed serverless vector database service offering usage-based pricing. Chroma is the open-source data infrastructure for AI agents and RAG (Retrieval-Augmented Generation) applications, with first-party SDKs for Python and JavaScript/TypeScript and integrations with leading embedding providers (OpenAI, Cohere, Hugging Face, sentence-transformers).

4 APIs 10 Features
AIAI NativeApache 2.0CloudEmbeddingsHybrid SearchJavaScriptLLMMachine LearningMulti-ModalOpen SourcePythonRAGRetrievalSDKSearchServerlessTypeScriptVector Database

APIs

Chroma Server API

The Chroma Server API is a REST API that provides access to the Chroma open-source vector database. It enables developers to create and manage collections of embeddings, add doc...

Chroma Cloud API

Chroma Cloud is a managed, serverless vector database service that provides fast and scalable vector, full-text, and metadata search across terabytes of data. It is backed by Ch...

Chroma Python Client

The Chroma Python Client is a first-party SDK for interacting with both self-hosted Chroma servers and Chroma Cloud. It provides a simple, developer-friendly interface with a co...

Chroma JavaScript Client

The Chroma JavaScript and TypeScript Client is a first-party SDK for interacting with Chroma from JavaScript or TypeScript applications. The v3 rewrite focused on reducing bundl...

Features

Document and Metadata Storage
Vector Similarity Search (Dense, Sparse, Hybrid)
Full-Text and Regex Search
Metadata Filtering
Multi-Modal Retrieval (Text, Image, Audio)
Automatic Tokenization and Embedding
Collection Management
Embedding Function Plugins
Self-Hosted and Cloud Deployments
Apache 2.0 Open Source License

Use Cases

RAG (Retrieval Augmented Generation)
Semantic Search
AI Agent Memory
Code Search (AST-Aware Chunking)
Recommendation Systems
Multi-Modal Search (Text + Images)
Question Answering Systems
Knowledge Base Querying

Semantic Vocabularies

Chroma Context

0 classes · 6 properties

JSON-LD

Resources

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