Comparison
gpt4all vs rag-web-ui
Verdict
Pick gpt4all when gpt4all is primarily C++; rag-web-ui is TypeScript; pick rag-web-ui when rag-web-ui is primarily TypeScript; gpt4all is C++.
Markdown twin · gpt4all alternatives · rag-web-ui alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | gpt4all | rag-web-ui |
|---|---|---|
| Maintenance | Dormant (409d since push) As of 4d · github_public_v1 | Slowing (99d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- gpt4all
- Run Local LLMs on Any Device
- rag-web-ui
- RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.
Stars
- gpt4all
- 77k
- rag-web-ui
- 3.1k
Forks
- gpt4all
- 8.3k
- rag-web-ui
- 346
Open issues
- gpt4all
- 768
- rag-web-ui
- 17
Language
- gpt4all
- C++
- rag-web-ui
- TypeScript
Adopt for
- gpt4all
- GPT4All is an open-source project designed to facilitate the local deployment of large language models (LLMs). It supports commercial usage with a permissive MIT license and is implemented in C++.
- rag-web-ui
- -
Persona
- gpt4all
- -
- rag-web-ui
- -
Runtime
- gpt4all
- -
- rag-web-ui
- -
License
- gpt4all
- MIT
- rag-web-ui
- Apache-2.0
Last pushed
- gpt4all
- May 27, 2025
- rag-web-ui
- Apr 6, 2026
Categories
- gpt4all
- Inference & Serving, LLM Frameworks
- rag-web-ui
- Data & Retrieval, Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- gpt4all
- Dormant (18%)
- rag-web-ui
- Slowing (36%)
Days since push
- gpt4all
- 409d
- rag-web-ui
- 99d
Open issues (now)
- gpt4all
- 768
- rag-web-ui
- 17
Full report
- gpt4all
- Trust report
- rag-web-ui
- Trust report
Choose gpt4all if…
- gpt4all is primarily C++; rag-web-ui is TypeScript.
- License: gpt4all is MIT, rag-web-ui is Apache-2.0.
- Tags unique to gpt4all: ai-chat, llm-inference.
- - When you require on-device inference capabilities without reliance on cloud services.
When NOT to use gpt4all
- - In environments strictly requiring models supported by mainstream frameworks like TensorFlow or PyTorch, as GPT4All focuses on its standalone implementation.
- - When the project demands seamless integration with popular cloud infrastructures that don't align well with local deployments.
Choose rag-web-ui if…
- rag-web-ui is primarily TypeScript; gpt4all is C++.
- License: rag-web-ui is Apache-2.0, gpt4all is MIT.
- Tags unique to rag-web-ui: ai, deepseek, langchain, ollama.
- Also covers Data & Retrieval.
- rag-web-ui ships Docker support for self-hosted deployment.
When NOT to use rag-web-ui
- Last GitHub push was 100 days ago (slowing maintenance, Apr 6, 2026). Validate activity before betting a new project on rag-web-ui.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (nomic-ai/gpt4all) · observed Jul 11, 2026
- GitHub forks (nomic-ai/gpt4all) · observed Jul 11, 2026
- Last push (nomic-ai/gpt4all) · observed May 27, 2025
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (rag-web-ui/rag-web-ui) · observed Jul 15, 2026
- GitHub forks (rag-web-ui/rag-web-ui) · observed Jul 15, 2026
- Last push (rag-web-ui/rag-web-ui) · observed Apr 6, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: gpt4all 77k · rag-web-ui 3.1k (synced Jul 11, 2026).
Common questions
- What is the difference between gpt4all and rag-web-ui?
- gpt4all: Run Local LLMs on Any Device. rag-web-ui: RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.. See the comparison table for live GitHub stats and shared categories.
- When should I choose gpt4all over rag-web-ui?
- Choose gpt4all over rag-web-ui when gpt4all is primarily C++; rag-web-ui is TypeScript; License: gpt4all is MIT, rag-web-ui is Apache-2.0; Tags unique to gpt4all: ai-chat, llm-inference; - When you require on-device inference capabilities without reliance on cloud services.
- When should I choose rag-web-ui over gpt4all?
- Choose rag-web-ui over gpt4all when rag-web-ui is primarily TypeScript; gpt4all is C++; License: rag-web-ui is Apache-2.0, gpt4all is MIT; Tags unique to rag-web-ui: ai, deepseek, langchain, ollama; Also covers Data & Retrieval; rag-web-ui ships Docker support for self-hosted deployment.
- When should I avoid gpt4all?
- - In environments strictly requiring models supported by mainstream frameworks like TensorFlow or PyTorch, as GPT4All focuses on its standalone implementation. - When the project demands seamless integration with popular cloud infrastructures that don't align well with local deployments.
- When should I avoid rag-web-ui?
- Last GitHub push was 100 days ago (slowing maintenance, Apr 6, 2026). Validate activity before betting a new project on rag-web-ui. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is gpt4all or rag-web-ui more popular on GitHub?
- gpt4all has more GitHub stars (77,386 vs 3,063). Stars measure visibility, not whether either tool fits your constraints.
- Are gpt4all and rag-web-ui open source?
- Yes - both are open-source projects on GitHub (gpt4all: MIT, rag-web-ui: Apache-2.0).
- Where can I find alternatives to gpt4all or rag-web-ui?
- GraphCanon lists graph-backed alternatives at gpt4all alternatives and rag-web-ui alternatives (gpt4all markdown twin, rag-web-ui 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, gpt4all or rag-web-ui?
- gpt4all: Dormant. rag-web-ui: Slowing. 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 gpt4all and rag-web-ui?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: gpt4all trust report; rag-web-ui trust report.