RAGLight vs Qdrant
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| 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. | Q QdrantRust vector database with filters, payloads, and a REST API. |
|---|---|---|
| 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 | Rust |
| Jobs· | vector db, agentic ai, agentic rag | vector database, similarity search, embedding store |
| Activity. | ||
| Stars· | 672 | 26k |
| Last commit· | Sep 2, 2026 | Sep 7, 2026 |
| Last release· | — | Aug 29, 2026 |
| Links | ProjectGitHubGuide | ProjectGitHubGuide |