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Comparison

rag-time vs moby

Verdict

Pick rag-time when rag-time is primarily Jupyter Notebook; moby is Go; pick moby when moby is primarily Go; rag-time is Jupyter Notebook.

Markdown twin · rag-time alternatives · moby alternatives

GraphCanon updated today

rag-time logo

rag-time

microsoft/rag-time

★ 894pushed Jun 17, 2025
vs
moby logo

moby

moby/moby

★ 72kpushed Jul 10, 2026

Trust & integrity

Signalrag-timemoby
Maintenance
Dormant (388d since push)
As of today · github_public_v1
Very active (1d 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 criticals
As of today · osv@v1
rag-time trust reportmoby trust reportTrust methodology

Tagline

rag-time
RAG Time: A 5-week Learning Journey to Mastering RAG
moby
The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

Stars

rag-time
894
moby
72k

Forks

rag-time
316
moby
19k

Open issues

rag-time
4
moby
3.8k

Language

rag-time
Jupyter Notebook
moby
Go

Adopt for

rag-time
-
moby
-

Persona

rag-time
-
moby
-

Runtime

rag-time
-
moby
-

License

rag-time
MIT
moby
Apache-2.0

Last pushed

rag-time
Jun 17, 2025
moby
Jul 10, 2026

Categories

rag-time
LLM Frameworks, Vector Databases, Inference & Serving
moby
LLM Frameworks, Developer Tools, Inference & Serving

Trust and health

Maintenance

rag-time
Dormant (18%)
moby
Very active (96%)

Days since push

rag-time
388d
moby
1d

Open issues (now)

rag-time
4
moby
3.8k

Security scan

rag-time
No lockfile
moby
No criticals

Full report

rag-time
Trust report
moby
Trust report

Choose rag-time if…

  • rag-time is primarily Jupyter Notebook; moby is Go.
  • License: rag-time is MIT, moby is Apache-2.0.
  • Tags unique to rag-time: ai, binary-quantization, generative-ai, gpt.
  • Also covers Vector Databases.

When NOT to use rag-time

  • Last GitHub push was 389 days ago (dormant maintenance, Jun 17, 2025). Validate activity before betting a new project on rag-time.
  • 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.
  • Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
GitHubDetails

Choose moby if…

  • moby is primarily Go; rag-time is Jupyter Notebook.
  • License: moby is Apache-2.0, rag-time is MIT.
  • Tags unique to moby: go, docker, golang, containers.
  • Also covers Developer Tools.
  • moby ships Docker support for self-hosted deployment.

When NOT to use moby

  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
  • Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
GitHubDetails

Explore

rag-time trust report →moby trust report →LLM Frameworks category →Vector Databases category →Inference & Serving category →Developer Tools category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: rag-time 894 · moby 72k (synced Jul 11, 2026).

Common questions

What is the difference between rag-time and moby?
rag-time: RAG Time: A 5-week Learning Journey to Mastering RAG. moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. See the comparison table for live GitHub stats and shared categories.
When should I choose rag-time over moby?
Choose rag-time over moby when rag-time is primarily Jupyter Notebook; moby is Go; License: rag-time is MIT, moby is Apache-2.0; Tags unique to rag-time: ai, binary-quantization, generative-ai, gpt; Also covers Vector Databases.
When should I choose moby over rag-time?
Choose moby over rag-time when moby is primarily Go; rag-time is Jupyter Notebook; License: moby is Apache-2.0, rag-time is MIT; Tags unique to moby: go, docker, golang, containers; Also covers Developer Tools; moby ships Docker support for self-hosted deployment.
When should I avoid rag-time?
Last GitHub push was 389 days ago (dormant maintenance, Jun 17, 2025). Validate activity before betting a new project on rag-time. 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. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
When should I avoid moby?
LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Is rag-time or moby more popular on GitHub?
moby has more GitHub stars (71,899 vs 894). Stars measure visibility, not whether either tool fits your constraints.
Are rag-time and moby open source?
Yes - both are open-source projects on GitHub (rag-time: MIT, moby: Apache-2.0).
Where can I find alternatives to rag-time or moby?
GraphCanon lists graph-backed alternatives at rag-time alternatives and moby alternatives (rag-time markdown twin, moby 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, rag-time or moby?
rag-time: Dormant. moby: 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 rag-time and moby?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: rag-time trust report; moby trust report.