Cinnamon / kotaemon

What it does

• Host your own document QA (RAG) web-UI. Support multi-user login, organize your files in private/public collections, collaborate and share your favorite chat with others.
• Organize your LLM & Embedding models. Support both local LLMs & popular API providers (OpenAI, Azure, Ollama, Groq).
• Hybrid RAG pipeline. Sane default RAG pipeline with hybrid (full-text & vector) retriever and re-ranking to ensure best retrieval quality.
• Multi-modal QA support. Perform Question Answering on multiple documents with figures and tables support. Support multi-modal document parsing (selectable options on UI).
• Advanced citations with document preview. By default the system will provide detailed citations to ensure the correctness of LLM answers. View your citations (incl. relevant score) directly in the _in-browser PDF viewer_ with highlights. Wa