# RAG & document parsing (14)

Feeds your own documents to the model.

| slug | name | tier | stars | what | md |
|---|---|---|---|---|---|
| docling | Docling | runbook | 68936 | Turns documents into clean text for AI. | /setups/docling.md |
| markitdown | MarkItDown | catalog | 190405 | Convert files and Office docs to markdown. | /setups/markitdown.md |
| ragflow | RAGFlow | catalog | 92283 | Deep-document RAG engine with a UI. | /setups/ragflow.md |
| paddleocr | PaddleOCR | catalog | 91178 | OCR and document parsing toolkit. | /setups/paddleocr.md |
| mineru | MinerU | catalog | 81815 | Converts complex PDFs to markdown or JSON. | /setups/mineru.md |
| anythingllm | AnythingLLM | catalog | 67160 | All-in-one desktop app for chat with your docs. | /setups/anythingllm.md |
| meilisearch | Meilisearch | catalog | 59577 | Fast search engine with hybrid vector search. | /setups/meilisearch.md |
| marker | Marker | catalog | 40473 | Fast, accurate PDF-to-markdown converter. | /setups/marker.md |
| lightrag | LightRAG | catalog | 40153 | Simple, fast graph-based RAG. | /setups/lightrag.md |
| qdrant | Qdrant | catalog | 35085 | High-performance vector database. | /setups/qdrant.md |
| chroma | Chroma | catalog | 29510 | Open-source embedding database. | /setups/chroma.md |
| pgvector | pgvector | catalog | 23371 | Vector search inside Postgres. | /setups/pgvector.md |
| lancedb | LanceDB | catalog | 11680 | Embedded multimodal vector database. | /setups/lancedb.md |
| sqlite-vec | sqlite-vec | catalog | 8189 | Vector search as a tiny SQLite extension. | /setups/sqlite-vec.md |