home/categories/llm-ai/orchestra-research-ai-research-skills-15-rag-chroma-skill-md
llm-aidata-ai

chroma

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

Orchestra-Research
maintainer
Orchestra-Research
Updated 11/20/2025
Stars
6563
Forks
515
quick start

Installation and usage

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use chroma