Comparison
ragflow vs open-design
Verdict
Pick ragflow if rAGFlow is a Retrieval-Augmented Generation (RAG) engine that integrates AI agents for enhanced context management in LLM applications, built using Go language and released under the Apache-2.0 license; pick open-design if open-design is a local-first desktop application that leverages coding agents to generate design assets such as prototypes, landing pages, and videos with support for exporting in.
Markdown twin · ragflow alternatives · open-design alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | ragflow | open-design |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ragflow
- Retrieval-Augmented Generation engine with agent capabilities
- open-design
- 🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app.
Stars
- ragflow
- 87k
- open-design
- 89k
Forks
- ragflow
- 10k
- open-design
- 10k
Open issues
- ragflow
- 2.0k
- open-design
- 781
Language
- ragflow
- Go
- open-design
- TypeScript
Adopt for
- ragflow
- RAGFlow is a Retrieval-Augmented Generation (RAG) engine that integrates AI agents for enhanced context management in LLM applications, built using Go language and released under the Apache-2.0 license.
- open-design
- Open-design is a local-first desktop application that leverages coding agents to generate design assets such as prototypes, landing pages, and videos with support for exporting in multiple file formats.
Persona
- ragflow
- -
- open-design
- -
Runtime
- ragflow
- -
- open-design
- -
License
- ragflow
- Apache-2.0 License
- open-design
- Apache-2.0, with bundled skills retaining their respective licenses including notable contributions under MIT.
Last pushed
- ragflow
- Jul 31, 2026
- open-design
- Aug 19, 2026
Categories
- ragflow
- AI Agents, Data & Retrieval
- open-design
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- ragflow
- 2.0k
- open-design
- 781
Stars delta
- ragflow
- Unknown
- open-design
- +9.4k (30d)
Open issues delta
- ragflow
- Unknown
- open-design
- +122 (30d)
OSV dependency advisories
- ragflow
- Published findings
- open-design
- No lockfile (source not queried)
Full report
- ragflow
- Trust report
- open-design
- Trust report
Choose ragflow if…
- ragflow is primarily Go; open-design is TypeScript.
- Requirements: Requires Docker; Docker image size is approximately 2 GB; build process requires access to external LLM and embedding services..
- Tags unique to ragflow: agentic-ai, context management, rag, retrieval-augmented-generation.
- ragflow ships Docker support for self-hosted deployment.
- - You need an integrated RAG system with AI agent capabilities for better context management in your applications.
When NOT to use ragflow
- - If you specifically require a non-Golang developed RAG engine, as RAGFlow is built entirely in Go.
- - Your setup does not support or need Docker (RAGFlow requires building a Docker image that is approximately 2 GB).
- - You cannot use external LLM services and embedding services, as RAGFlow relies on them to function.
Choose open-design if…
- open-design is primarily TypeScript; ragflow is Go.
- Pricing: Open-source and freely available (Apache-2.0), but may require specific AI coding agents that could have associated costs or usage limits..
- Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for some setups.; Supports integration with over 20 CLI tools, enhancing its utility in scripting and automation..
- Tags unique to open-design: ai-agents, coding-agents, design-systems, local-first.
- When you need a design tool that works seamlessly on your local system without the need for an internet connection.
When NOT to use open-design
- If your primary work requires direct connectivity with cloud services or collaborative platforms that mandate online access.
- When you require a highly interactive collaborative design space where real-time updates and team interactions are critical.
- For scenarios where the reliance on an extensive list of supported AI agents could hinder integration when using lesser-known or legacy coding tools.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (infiniflow/ragflow) · observed Aug 1, 2026
- GitHub forks (infiniflow/ragflow) · observed Aug 1, 2026
- Last push (infiniflow/ragflow) · observed Jul 31, 2026
- License file (Apache-2.0) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (nexu-io/open-design) · observed Aug 19, 2026
- GitHub forks (nexu-io/open-design) · observed Aug 19, 2026
- Last push (nexu-io/open-design) · observed Aug 19, 2026
- License file (Apache-2.0) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ragflow 87k · open-design 89k (synced Aug 1, 2026).
Common questions
- What is the difference between ragflow and open-design?
- ragflow: Retrieval-Augmented Generation engine with agent capabilities. open-design: 🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ragflow over open-design?
- Choose ragflow over open-design when ragflow is primarily Go; open-design is TypeScript; Requirements: Requires Docker; Docker image size is approximately 2 GB; build process requires access to external LLM and embedding services.; Tags unique to ragflow: agentic-ai, context management, rag, retrieval-augmented-generation; ragflow ships Docker support for self-hosted deployment; - You need an integrated RAG system with AI agent capabilities for better context management in your applications.
- When should I choose open-design over ragflow?
- Choose open-design over ragflow when open-design is primarily TypeScript; ragflow is Go; Pricing: Open-source and freely available (Apache-2.0), but may require specific AI coding agents that could have associated costs or usage limits.; Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for some setups.; Supports integration with over 20 CLI tools, enhancing its utility in scripting and automation.; Tags unique to open-design: ai-agents, coding-agents, design-systems, local-first; When you need a design tool that works seamlessly on your local system without the need for an internet connection.
- When should I avoid ragflow?
- - If you specifically require a non-Golang developed RAG engine, as RAGFlow is built entirely in Go. - Your setup does not support or need Docker (RAGFlow requires building a Docker image that is approximately 2 GB). - You cannot use external LLM services and embedding services, as RAGFlow relies on them to function.
- When should I avoid open-design?
- If your primary work requires direct connectivity with cloud services or collaborative platforms that mandate online access. When you require a highly interactive collaborative design space where real-time updates and team interactions are critical. For scenarios where the reliance on an extensive list of supported AI agents could hinder integration when using lesser-known or legacy coding tools.
- Is ragflow or open-design more popular on GitHub?
- open-design has more GitHub stars (89,185 vs 86,541). Stars measure visibility, not whether either tool fits your constraints.
- Are ragflow and open-design open source?
- Yes - both are open-source projects on GitHub (ragflow: Apache-2.0, open-design: Apache-2.0).
- Where can I find alternatives to ragflow or open-design?
- GraphCanon lists graph-backed alternatives at ragflow alternatives and open-design alternatives (ragflow markdown twin, open-design 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 open-design?
- ragflow: Very active. open-design: 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 open-design?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ragflow trust report; open-design trust report.