RAGFlow Dataset And Retrieval

Use only the bundled scripts in scripts/. Prefer --json so returned fields can be relayed exactly. Follow reference.md for all user-facing output.

Use This Skill When

• the user wants to create, list, inspect, update, or delete RAGFlow datasets
• the user wants to upload, list, update, or delete documents in a dataset
• the user wants to start parsing, stop parsing, or check parse progress
• the user wants to retrieve chunks from one or more datasets
• the user wants to list configured RAGFlow models

Core Workflow