RAGLight vs Chroma
Facts only. Adjust the shortlist without leaving this page.
| Field | R RAGLightRAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources. | C ChromaDeveloper-friendly embedding database for local RAG prototypes. |
|---|---|---|
| Fit. | ||
| Platforms· | Linux | Linux, macOS, Windows, Docker |
| Docker· | No | Yes |
| Commercial | yes | yes |
| Catalog. | ||
| Category | Vector databases | Vector databases |
| License· | MIT | Apache 2.0 |
| Language | Python | Python |
| Jobs· | vector db, agentic ai, agentic rag | embedding store, vector database, similarity search |
| Activity. | ||
| Stars· | 672 | 23k |
| Last commit· | Sep 2, 2026 | Sep 5, 2026 |
| Last release· | — | Aug 18, 2026 |
| Links | ProjectGitHubGuide | ProjectGitHubGuide |