Comparison
prompts.chat vs ragtune
Verdict
Pick prompts.chat when prompts.chat is primarily HTML; ragtune is Go; pick ragtune when ragtune is primarily Go; prompts.chat is HTML.
Markdown twin · prompts.chat alternatives · ragtune alternatives
GraphCanon updated today
Trust & integrity
| Signal | prompts.chat | ragtune |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Slowing (108d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | 62 low (62 low) As of today · osv@v1 |
Tagline
- prompts.chat
- Share, discover, and collect prompts from the community
- ragtune
- EXPLAIN ANALYZE for RAG retrieval — inspect, debug, benchmark, and tune your retrieval layer
Stars
- prompts.chat
- 165k
- ragtune
- 13
Forks
- prompts.chat
- 21k
- ragtune
- 1
Open issues
- prompts.chat
- 60
- ragtune
- 0
Language
- prompts.chat
- HTML
- ragtune
- Go
Adopt for
- prompts.chat
- Critical decision points for evaluating `prompts.chat`
- ragtune
- -
Persona
- prompts.chat
- -
- ragtune
- -
Runtime
- prompts.chat
- -
- ragtune
- -
License
- prompts.chat
- Other
- ragtune
- MIT
Last pushed
- prompts.chat
- Jul 11, 2026
- ragtune
- Mar 25, 2026
Categories
- prompts.chat
- Developer Tools, LLM Frameworks
- ragtune
- Developer Tools, LLM Frameworks, Vector Databases
Trust and health
Maintenance
- prompts.chat
- Very active (96%)
- ragtune
- Slowing (36%)
Days since push
- prompts.chat
- 0d
- ragtune
- 108d
Open issues (now)
- prompts.chat
- 60
- ragtune
- 0
Security scan
- prompts.chat
- No lockfile
- ragtune
- 62 low (62 low)
Full report
- prompts.chat
- Trust report
- ragtune
- Trust report
Choose prompts.chat if…
- prompts.chat is primarily HTML; ragtune is Go.
- License: prompts.chat is Other, ragtune is MIT.
- Tags unique to prompts.chat: ai, artificial-intelligence, awesome-list, chatgpt.
- Critical decision points for evaluating `prompts.chat`
When NOT to use prompts.chat
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose ragtune if…
- ragtune is primarily Go; prompts.chat is HTML.
- License: ragtune is MIT, prompts.chat is Other.
- Tags unique to ragtune: benchmarking, chroma, cli, developer-tools.
- Also covers Vector Databases.
When NOT to use ragtune
- Last GitHub push was 108 days ago (slowing maintenance, Mar 25, 2026). Validate activity before betting a new project on ragtune.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (f/prompts.chat) · observed Jul 11, 2026
- GitHub forks (f/prompts.chat) · observed Jul 11, 2026
- Last push (f/prompts.chat) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (metawake/ragtune) · observed Jul 11, 2026
- GitHub forks (metawake/ragtune) · observed Jul 11, 2026
- Last push (metawake/ragtune) · observed Mar 25, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: prompts.chat 165k · ragtune 13 (synced Jul 11, 2026).
Common questions
- What is the difference between prompts.chat and ragtune?
- prompts.chat: Share, discover, and collect prompts from the community. ragtune: EXPLAIN ANALYZE for RAG retrieval — inspect, debug, benchmark, and tune your retrieval layer. See the comparison table for live GitHub stats and shared categories.
- When should I choose prompts.chat over ragtune?
- Choose prompts.chat over ragtune when prompts.chat is primarily HTML; ragtune is Go; License: prompts.chat is Other, ragtune is MIT; Tags unique to prompts.chat: ai, artificial-intelligence, awesome-list, chatgpt; Critical decision points for evaluating
prompts.chat. - When should I choose ragtune over prompts.chat?
- Choose ragtune over prompts.chat when ragtune is primarily Go; prompts.chat is HTML; License: ragtune is MIT, prompts.chat is Other; Tags unique to ragtune: benchmarking, chroma, cli, developer-tools; Also covers Vector Databases.
- When should I avoid prompts.chat?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid ragtune?
- Last GitHub push was 108 days ago (slowing maintenance, Mar 25, 2026). Validate activity before betting a new project on ragtune. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is prompts.chat or ragtune more popular on GitHub?
- prompts.chat has more GitHub stars (165,372 vs 13). Stars measure visibility, not whether either tool fits your constraints.
- Are prompts.chat and ragtune open source?
- Yes - both are open-source projects on GitHub (prompts.chat: Other, ragtune: MIT).
- Where can I find alternatives to prompts.chat or ragtune?
- GraphCanon lists graph-backed alternatives at prompts.chat alternatives and ragtune alternatives (prompts.chat markdown twin, ragtune 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, prompts.chat or ragtune?
- prompts.chat: Very active. ragtune: 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 prompts.chat and ragtune?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: prompts.chat trust report; ragtune trust report.