Which is more popular, Docling or ragflow?

ragflow has more GitHub stars (91,619 vs 68,329).

Which is more actively developed, Docling or ragflow?

ragflow had more commits in the last 90 days (2,666 vs 357).

Should I use Docling or ragflow?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

Docling vs ragflow

Side-by-side comparison of two AI agent tools

Short answer

Pick Docling for: get your documents ready for gen AI. Pick ragflow for: open-source RAG engine combining knowledge retrieval and agent capabilities for LLMs.

From GitHub data refreshed daily.

Doclingopen-source

Get your documents ready for gen AI

ragflowopen-source

Open-source RAG engine combining knowledge retrieval and agent capabilities for LLMs

Metrics

	Docling	ragflow
Stars	68.3k	91.6k
Star velocity /mo	1.8k	2.4k
Commits (90d)	357	2.7k
Releases (6m)	10	10
Overall score	0.8450261353477664	0.9098521001650974

Pros

+Advanced PDF understanding with layout analysis, table structure recognition, and reading order detection
+Supports wide variety of document formats including office documents, images, audio, and markup languages
+Unified DoclingDocument representation simplifies integration with AI workflows and downstream processing

+结合了先进的RAG技术和Agent能力，提供比传统RAG更强大的功能
+开源且拥有活跃社区支持，GitHub星数超过7.6万，可信度高
+提供云服务和Docker容器化部署，支持多种部署方式

Cons

-Processing complex documents with advanced features may require significant computational resources

-作为相对复杂的RAG系统，可能需要一定的技术背景才能充分配置和优化
-大规模部署可能需要相当的计算资源和存储空间

Use Cases

•Converting research papers and technical documents into AI-ready formats for RAG applications
•Extracting structured data from business documents like invoices, contracts, and reports for automation
•Preparing diverse document collections for training or fine-tuning language models

•企业知识库问答系统，基于内部文档为员工提供智能查询服务
•智能客服系统，结合产品文档和FAQ提供准确的客户支持
•研究助手应用，帮助研究人员从大量学术文献中检索相关信息

View Docling Details View ragflow Details

FAQ

Which is more popular, Docling or ragflow?: ragflow has more GitHub stars (91,619 vs 68,329).
Which is more actively developed, Docling or ragflow?: ragflow had more commits in the last 90 days (2,666 vs 357).
Should I use Docling or ragflow?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.