ragflow vs mastra

Common questions

What is the difference between ragflow and mastra?

ragflow: Retrieval-Augmented Generation (RAG) engine with agent capabilities. mastra: Modern TypeScript framework for AI-powered applications and agents. See the comparison table for live GitHub stats and shared categories.

When should I choose ragflow over mastra?

Choose ragflow over mastra when ragflow is primarily Go; mastra is TypeScript; License: ragflow is Apache-2.0, mastra is Other; Both Mastra and RAGFlow involve AI workflows, with RAG being retrieval-augmented generation and likely having some overlap in capabilities but differing in specific functionalities; Tags unique to ragflow: agent-harness, agentic-ai, agentic-retrieval, agentic-search; Also covers Data & Retrieval; ragflow ships Docker support for self-hosted deployment; When you need an open-source RAG engine that can integrate with external LLM and embedding services to enhance context management.

When should I choose mastra over ragflow?

Choose mastra over ragflow when mastra is primarily TypeScript; ragflow is Go; License: mastra is Other, ragflow is Apache-2.0; Pricing: The core framework is free and open-source under Apache License 2.0, but enterprise features require a valid enterprise license for production use.; Requirements: Requires TypeScript and Node.js for development.; Both Mastra and RAGFlow involve AI workflows, with RAG being retrieval-augmented generation and likely having some overlap in capabilities but differing in specific functionalities; Tags unique to mastra: agents, ai, chatbots, evals; Also covers Developer Tools; When you need a TypeScript framework that supports AI functionalities such as chatbots, evaluations, and text-to-speech.

When should I avoid ragflow?

If your project does not require integration with external LLM and embedding services, as RAGFlow relies on these services. If you are looking for a lightweight solution, as RAGFlow's Docker image is approximately 2 GB in size. When you prefer tools that do not require building a Docker image, as RAGFlow's setup involves creating a Docker image.

When should I avoid mastra?

If your project strictly requires an entirely open-source solution without any proprietary enterprise components. When you prefer frameworks that do not differentiate between open-source and enterprise features, as Mastra has distinct enterprise features that require a separate license.

Is ragflow or mastra more popular on GitHub?

ragflow has more GitHub stars (90,923 vs 28,149). Stars measure visibility, not whether either tool fits your constraints.

Are ragflow and mastra open source?

Yes - both are open-source projects on GitHub (ragflow: Apache-2.0, mastra: Other).

Where can I find alternatives to ragflow or mastra?

GraphCanon lists graph-backed alternatives at ragflow alternatives and mastra alternatives (ragflow markdown twin, mastra markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, ragflow or mastra?

ragflow: Very active. mastra: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for ragflow and mastra?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ragflow trust report; mastra trust report.