ragflow vs SurfSense

Common questions

What is the difference between ragflow and SurfSense?

ragflow: Retrieval-Augmented Generation (RAG) engine with agent capabilities. SurfSense: NotebookLM for Competitive Intelligence Research. See the comparison table for live GitHub stats and shared categories.

When should I choose ragflow over SurfSense?

Choose ragflow over SurfSense when ragflow is primarily Go; SurfSense is Python; License: ragflow is Apache-2.0, SurfSense is Other; RAGFlow and SurfSense both focus on retrieval-augmented generation and AI agents, though they have distinct goals, with SurfSense tailored for competitive intelligence specifically; Tags unique to ragflow: agent-harness, agentic-ai, agentic-retrieval, agentic-search; 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 SurfSense over ragflow?

Choose SurfSense over ragflow when SurfSense is primarily Python; ragflow is Go; License: SurfSense is Other, ragflow is Apache-2.0; Pricing: SurfSense is distributed under a license labeled 'Other' which includes no specified pricing. It supports self-hosting with built-in billing off, making scraping and crawling capabilities only limited; Requirements: Requires Docker; RAGFlow and SurfSense both focus on retrieval-augmented generation and AI agents, though they have distinct goals, with SurfSense tailored for competitive intelligence specifically; Tags unique to SurfSense: agent, agents, ai, chrome-extension; - **Specific Use Cases:** If you need advanced capabilities for competitive intelligence analysis and want the flexibility of connecting various data sources through its connectors, SurfSense might be.

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 SurfSense?

- **Limited Free Tier Capabilities:** Since scraping and crawling are limited only by your hardware when self-hosted without billing enabled, if you have strict limitations on hardware capacity or don

Is ragflow or SurfSense more popular on GitHub?

ragflow has more GitHub stars (90,923 vs 15,949). Stars measure visibility, not whether either tool fits your constraints.

Are ragflow and SurfSense open source?

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

Where can I find alternatives to ragflow or SurfSense?

GraphCanon lists graph-backed alternatives at ragflow alternatives and SurfSense alternatives (ragflow markdown twin, SurfSense 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 SurfSense?

ragflow: Very active. SurfSense: 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 SurfSense?

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