2026-3-22datasetv1.0.5

A legal firm uses RAGFlow to automatically ingest, parse, and index contracts and case files. The skill handles dataset creation, document upload, parsing, and status tracking without manual intervention.

A customer support team maintains a searchable knowledge base by uploading FAQs and product manuals into RAGFlow datasets. They use the skill to update documents, trigger parsing, and test chunk retrieval for accurate query responses.

A university library ingests research papers into RAGFlow for faculty and students to search. The skill is used to create datasets per department, upload PDFs, check parse status, and retrieve chunks for citation extraction.

A pharmaceutical company indexes clinical trial protocols and results into RAGFlow. The skill manages dataset creation for each trial, documents upload, parsing progress monitoring, and chunk retrieval for analysis.

An e-commerce platform uploads product descriptions and specifications into RAGFlow to enable semantic search. They use the skill to update datasets, parse documents, and retrieve relevant chunks to power product recommendations.

Offer RAGFlow as a managed service for enterprises to store and search documents. Revenue comes from monthly subscription fees based on storage and query volume.

Provide an API endpoint that uses RAGFlow to search through custom datasets. Charge per query or per chunk retrieved.

Help clients set up and customize RAGFlow for their specific workflows (legal, healthcare, etc.) and provide ongoing support.