chroma

SKILL.md

| Add 100 docs | 1-3s | With embedding | | Query (top 10) | 50-200ms | Depends on collection size | | Metadata filter | 10-50ms | Fast with proper indexing |

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. Source: orchestra-research/ai-research-skills.

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/orchestra-research/ai-research-skills --skill chroma Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

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