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Comparison

rag-time vs ollama

Verdict

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

Markdown twin · rag-time alternatives · ollama alternatives

GraphCanon updated today

rag-time logo

rag-time

microsoft/rag-time

★ 894pushed Jun 17, 2025
vs
ollama logo

ollama

ollama/ollama

★ 176kpushed Jul 10, 2026

Trust & integrity

Signalrag-timeollama
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
52 low (52 low)
As of today · osv@v1
rag-time trust reportollama trust reportTrust methodology

Tagline

rag-time
RAG Time: A 5-week Learning Journey to Mastering RAG
ollama
Get up and running with various large language models using Ollama.

Stars

rag-time
894
ollama
176k

Forks

rag-time
316
ollama
17k

Open issues

rag-time
4
ollama
3.4k

Language

rag-time
Jupyter Notebook
ollama
Go

Adopt for

rag-time
-
ollama
Ollama is a Go-based platform that provides tools for deploying and managing large language models (LLMs) like Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma using docker images, package managers, cloud and

Persona

rag-time
-
ollama
-

Runtime

rag-time
-
ollama
-

License

rag-time
MIT
ollama
MIT license - permissive open-source licensing that allows for broad use of the tool.

Last pushed

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

Categories

rag-time
LLM Frameworks, Vector Databases, Inference & Serving
ollama
LLM Frameworks, Inference & Serving

Trust and health

Maintenance

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

Days since push

rag-time
388d
ollama
1d

Open issues (now)

rag-time
4
ollama
3.4k

Security scan

rag-time
No lockfile
ollama
52 low (52 low)

Full report

rag-time
Trust report
ollama
Trust report

Choose rag-time if…

  • rag-time is primarily Jupyter Notebook; ollama is Go.
  • 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 ollama if…

  • ollama is primarily Go; rag-time is Jupyter Notebook.
  • Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers.
  • Tags unique to ollama: go, llms, llama, mistral.
  • ollama ships Docker support for self-hosted deployment.
  • Use Ollama when you require a multi-model platform supporting several large language models such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and intend to deploy in various cloud or

When NOT to use ollama

  • Avoid using Ollama if you are only interested in a single LLM deployment and seek simplified, model-specific solutions with tailored support rather than a comprehensive multi-model platform.
GitHubDetails

Explore

rag-time trust report →ollama trust report →LLM Frameworks category →Vector Databases category →Inference & Serving 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 · ollama 176k (synced Jul 11, 2026).

Common questions

What is the difference between rag-time and ollama?
rag-time: RAG Time: A 5-week Learning Journey to Mastering RAG. ollama: Get up and running with various large language models using Ollama.. See the comparison table for live GitHub stats and shared categories.
When should I choose rag-time over ollama?
Choose rag-time over ollama when rag-time is primarily Jupyter Notebook; ollama is Go; Tags unique to rag-time: ai, binary-quantization, generative-ai, gpt; Also covers Vector Databases.
When should I choose ollama over rag-time?
Choose ollama over rag-time when ollama is primarily Go; rag-time is Jupyter Notebook; Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; Tags unique to ollama: go, llms, llama, mistral; ollama ships Docker support for self-hosted deployment; Use Ollama when you require a multi-model platform supporting several large language models such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and intend to deploy in various cloud or.
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 ollama?
Avoid using Ollama if you are only interested in a single LLM deployment and seek simplified, model-specific solutions with tailored support rather than a comprehensive multi-model platform.
Is rag-time or ollama more popular on GitHub?
ollama has more GitHub stars (175,936 vs 894). Stars measure visibility, not whether either tool fits your constraints.
Are rag-time and ollama open source?
Yes - both are open-source projects on GitHub (rag-time: MIT, ollama: MIT).
Where can I find alternatives to rag-time or ollama?
GraphCanon lists graph-backed alternatives at rag-time alternatives and ollama alternatives (rag-time markdown twin, ollama 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 ollama?
rag-time: Dormant. ollama: 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 ollama?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: rag-time trust report; ollama trust report.