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Comparison

quivr vs LEANN

Verdict

Pick quivr if quivr is an opinionated RAG tool that simplifies GenAI integration into applications, supporting multiple LLMs and vector stores. Its framework allows for customization to fit various product needs; pick LEANN if lEANN is a retrieval-augmented generation (RAG) application that provides substantial storage savings and ensures privacy. It supports various models such as ColQwen2 and ColPali, making it.

Markdown twin · quivr alternatives · LEANN alternatives

GraphCanon updated 5d

quivr logo

quivr

QuivrHQ/quivr

★ 39kpushed Jul 9, 2025
vs
LEANN logo

LEANN

StarTrail-org/LEANN

★ 13kpushed Jul 31, 2026

Trust & integrity

SignalquivrLEANN
Maintenance
Dormant (402d since push)
As of 1w · github_public_v1
Active (17d since push)
As of 5d · github_public_v1
Provenance
Not a fork · Organization account
As of 1w · github_public_v1
Not a fork · Organization account
As of 5d · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · 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
quivr trust reportLEANN trust reportTrust methodology

Tagline

quivr
Opiniated RAG for integrating GenAI in your apps 🧠
LEANN
RAG on Everything with LEANN

Stars

quivr
39k
LEANN
13k

Forks

quivr
3.7k
LEANN
1.1k

Open issues

quivr
36
LEANN
45

Language

quivr
Python
LEANN
Python

Adopt for

quivr
Quivr is an opinionated RAG tool that simplifies GenAI integration into applications, supporting multiple LLMs and vector stores. Its framework allows for customization to fit various product needs.
LEANN
LEANN is a retrieval-augmented generation (RAG) application that provides substantial storage savings and ensures privacy. It supports various models such as ColQwen2 and ColPali, making it easy to integrate into Python,

Persona

quivr
-
LEANN
-

Runtime

quivr
-
LEANN
-

License

quivr
Other
LEANN
MIT

Last pushed

quivr
Jul 9, 2025
LEANN
Jul 31, 2026

Categories

quivr
AI Agents, Data & Retrieval
LEANN
Data & Retrieval, Developer Tools

Trust and health

Maintenance

quivr
Dormant (18%)
LEANN
Active (82%)

Days since push

quivr
402d
LEANN
17d

Open issues (now)

quivr
36
LEANN
45

Stars delta

quivr
+188 (30d)
LEANN
+81 (30d)

Open issues delta

quivr
+5 (30d)
LEANN
0 (30d)

Full report

quivr
Trust report
LEANN
Trust report

Typed relationship

quivr alternative LEANNBoth Quivr and LEANN offer solutions for integrating GenAI into applications using RAG, but with Quivr focusing on opinionated choices and LEANN providing privacy-first and low storage RAG capabilities on personal devices.

Shared compatibility

  • Python · quivr: Python runtime · LEANN: Python runtime

Choose quivr if…

  • License: quivr is Other, LEANN is MIT.
  • Pricing: The pricing details for Quivr are currently unshared..
  • Requirements: Min 4 GB RAM; Requires Docker.
  • Both Quivr and LEANN offer solutions for integrating GenAI into applications using RAG, but with Quivr focusing on opinionated choices and LEANN providing privacy-first and low storage RAG capabilities on personal devices.
  • Tags unique to quivr: api, chatbot, framework, vector.
  • Also covers AI Agents.
  • When you need a straightforward way to integrate GenAI functionalities without deep expertise in the underlying technologies

When NOT to use quivr

  • When the need arises for a tool that provides extensive control over every aspect of the RAG setup due to Quivr's opinionated nature
  • For organizations that require integration with very niche or non-supported LLMs and vector stores not mentioned in Quivr’s framework
GitHubDetails

Choose LEANN if…

  • License: LEANN is MIT, quivr is Other.
  • Both Quivr and LEANN offer solutions for integrating GenAI into applications using RAG, but with Quivr focusing on opinionated choices and LEANN providing privacy-first and low storage RAG capabilities on personal devices.
  • Tags unique to LEANN: faiss, gpt-oss, langchain, llama-index.
  • Also covers Developer Tools.
  • When you need significant storage savings, LEANN offers up to 97% reduction compared to other solutions.

When NOT to use LEANN

  • Avoid using LEANN if you have strict hardware limitations since it requires the installation of both Python and C++ dependencies.
  • LEANN may not be suitable for users who prefer tools that do not demand manual setup of vector databases or models like Ollama and ColQwen2.
GitHubDetails

Explore

quivr trust report →LEANN trust report →AI Agents category →Data & Retrieval 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: quivr 39k · LEANN 13k (synced Aug 16, 2026).

Common questions

What is the difference between quivr and LEANN?
quivr: Opiniated RAG for integrating GenAI in your apps 🧠. LEANN: RAG on Everything with LEANN. See the comparison table for live GitHub stats and shared categories.
When should I choose quivr over LEANN?
Choose quivr over LEANN when License: quivr is Other, LEANN is MIT; Pricing: The pricing details for Quivr are currently unshared.; Requirements: Min 4 GB RAM; Requires Docker; Both Quivr and LEANN offer solutions for integrating GenAI into applications using RAG, but with Quivr focusing on opinionated choices and LEANN providing privacy-first and low storage RAG capabilities on personal devices; Tags unique to quivr: api, chatbot, framework, vector; Also covers AI Agents; When you need a straightforward way to integrate GenAI functionalities without deep expertise in the underlying technologies.
When should I choose LEANN over quivr?
Choose LEANN over quivr when License: LEANN is MIT, quivr is Other; Both Quivr and LEANN offer solutions for integrating GenAI into applications using RAG, but with Quivr focusing on opinionated choices and LEANN providing privacy-first and low storage RAG capabilities on personal devices; Tags unique to LEANN: faiss, gpt-oss, langchain, llama-index; Also covers Developer Tools; When you need significant storage savings, LEANN offers up to 97% reduction compared to other solutions.
When should I avoid quivr?
When the need arises for a tool that provides extensive control over every aspect of the RAG setup due to Quivr's opinionated nature For organizations that require integration with very niche or non-supported LLMs and vector stores not mentioned in Quivr’s framework
When should I avoid LEANN?
Avoid using LEANN if you have strict hardware limitations since it requires the installation of both Python and C++ dependencies. LEANN may not be suitable for users who prefer tools that do not demand manual setup of vector databases or models like Ollama and ColQwen2.
Is quivr or LEANN more popular on GitHub?
quivr has more GitHub stars (39,401 vs 12,785). Stars measure visibility, not whether either tool fits your constraints.
Are quivr and LEANN open source?
Yes - both are open-source projects on GitHub (quivr: Other, LEANN: MIT).
Where can I find alternatives to quivr or LEANN?
GraphCanon lists graph-backed alternatives at quivr alternatives and LEANN alternatives (quivr markdown twin, LEANN 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, quivr or LEANN?
quivr: Dormant. LEANN: 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 quivr and LEANN?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: quivr trust report; LEANN trust report.

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