Comparison
search_with_lepton vs gpt4all
Verdict
Pick search_with_lepton when search_with_lepton is primarily TypeScript; gpt4all is C++; pick gpt4all when gpt4all is primarily C++; search_with_lepton is TypeScript.
Markdown twin · search_with_lepton alternatives · gpt4all alternatives
GraphCanon updated today
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Trust & integrity
| Signal | search_with_lepton | gpt4all |
|---|---|---|
| Maintenance | Archived (221d since push) As of today · github_public_v1 | Dormant (409d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- search_with_lepton
- Building a quick conversation-based search demo with Lepton AI.
- gpt4all
- GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
Stars
- search_with_lepton
- 8.1k
- gpt4all
- 77k
Forks
- search_with_lepton
- 1.0k
- gpt4all
- 8.3k
Open issues
- search_with_lepton
- 47
- gpt4all
- 768
Language
- search_with_lepton
- TypeScript
- gpt4all
- C++
Adopt for
- search_with_lepton
- -
- gpt4all
- -
Persona
- search_with_lepton
- -
- gpt4all
- -
Runtime
- search_with_lepton
- -
- gpt4all
- -
License
- search_with_lepton
- Apache-2.0
- gpt4all
- MIT
Last pushed
- search_with_lepton
- Dec 2, 2025
- gpt4all
- May 27, 2025
Categories
- search_with_lepton
- LLM Frameworks, Inference & Serving, Developer Tools
- gpt4all
- LLM Frameworks, Inference & Serving
Trust and health
Maintenance
- search_with_lepton
- Archived (8%)
- gpt4all
- Dormant (18%)
Days since push
- search_with_lepton
- 221d
- gpt4all
- 409d
Archived on GitHub
- search_with_lepton
- Yes
- gpt4all
- No
Open issues (now)
- search_with_lepton
- 47
- gpt4all
- 768
Full report
- search_with_lepton
- Trust report
- gpt4all
- Trust report
Choose search_with_lepton if…
- search_with_lepton is primarily TypeScript; gpt4all is C++.
- License: search_with_lepton is Apache-2.0, gpt4all is MIT.
- Tags unique to search_with_lepton: leptonai, llm, ai, ai-applications.
- Also covers Developer Tools.
When NOT to use search_with_lepton
- search_with_lepton is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose gpt4all if…
- gpt4all is primarily C++; search_with_lepton is TypeScript.
- License: gpt4all is MIT, search_with_lepton is Apache-2.0.
- Tags unique to gpt4all: ai-chat, c++, llm-inference.
When NOT to use gpt4all
- Last GitHub push was 410 days ago (dormant maintenance, May 27, 2025). Validate activity before betting a new project on gpt4all.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (leptonai/search_with_lepton) · observed Jul 11, 2026
- GitHub forks (leptonai/search_with_lepton) · observed Jul 11, 2026
- Last push (leptonai/search_with_lepton) · observed Dec 2, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: search_with_lepton 8.1k · gpt4all 77k (synced Jul 11, 2026).
Common questions
- What is the difference between search_with_lepton and gpt4all?
- search_with_lepton: Building a quick conversation-based search demo with Lepton AI.. gpt4all: GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.. See the comparison table for live GitHub stats and shared categories.
- When should I choose search_with_lepton over gpt4all?
- Choose search_with_lepton over gpt4all when search_with_lepton is primarily TypeScript; gpt4all is C++; License: search_with_lepton is Apache-2.0, gpt4all is MIT; Tags unique to search_with_lepton: leptonai, llm, ai, ai-applications; Also covers Developer Tools.
- When should I choose gpt4all over search_with_lepton?
- Choose gpt4all over search_with_lepton when gpt4all is primarily C++; search_with_lepton is TypeScript; License: gpt4all is MIT, search_with_lepton is Apache-2.0; Tags unique to gpt4all: ai-chat, c++, llm-inference.
- When should I avoid search_with_lepton?
- search_with_lepton is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid gpt4all?
- Last GitHub push was 410 days ago (dormant maintenance, May 27, 2025). Validate activity before betting a new project on gpt4all. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is search_with_lepton or gpt4all more popular on GitHub?
- gpt4all has more GitHub stars (77,386 vs 8,089). Stars measure visibility, not whether either tool fits your constraints.
- Are search_with_lepton and gpt4all open source?
- Yes - both are open-source projects on GitHub (search_with_lepton: Apache-2.0, gpt4all: MIT).
- Where can I find alternatives to search_with_lepton or gpt4all?
- GraphCanon lists graph-backed alternatives at search_with_lepton alternatives and gpt4all alternatives (search_with_lepton markdown twin, gpt4all 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, search_with_lepton or gpt4all?
- search_with_lepton: Archived. gpt4all: Dormant. 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 search_with_lepton and gpt4all?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: search_with_lepton trust report; gpt4all trust report.