Comparison
khoj vs LEANN
Verdict
Pick khoj if khoj is a self-hostable AI tool that functions as an assistant able to extract information from the web or user documents for deep research tasks. It supports various local and online language models (LLMs) like GPT, LLa; pick LEANN if lEANN is a retrieval-augmented generation (RAG) application that provides substantial storage savings and ensures privacy. It supports.
Markdown twin · khoj alternatives · LEANN alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | khoj | LEANN |
|---|---|---|
| Maintenance | Active (14d since push) As of 4d · github_public_v1 | Active (17d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of 2d · 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 |
Tagline
- khoj
- Your AI second brain. Self-hostable.
- LEANN
- RAG on Everything with LEANN
Stars
- khoj
- 37k
- LEANN
- 13k
Forks
- khoj
- 2.4k
- LEANN
- 1.1k
Open issues
- khoj
- 133
- LEANN
- 45
Language
- khoj
- Python
- LEANN
- Python
Adopt for
- khoj
- khoj is a self-hostable AI tool that functions as an assistant able to extract information from the web or user documents for deep research tasks. It supports various local and online language models (LLMs) like GPT, LLa
- 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
- khoj
- -
- LEANN
- -
Runtime
- khoj
- -
- LEANN
- -
License
- khoj
- khoj is distributed under the GNU Affero General Public License v3.0 (AGPL-3.0), which entails users must make source code available if they run modified versions of khoj on a network and allow others
- LEANN
- MIT
Last pushed
- khoj
- Aug 2, 2026
- LEANN
- Jul 31, 2026
Categories
- khoj
- AI Agents, Developer Tools, Model Training
- LEANN
- Data & Retrieval, Developer Tools
Trust and health
Days since push
- khoj
- 14d
- LEANN
- 17d
Open issues (now)
- khoj
- 133
- LEANN
- 45
Stars delta
- khoj
- +702 (30d)
- LEANN
- +81 (30d)
Open issues delta
- khoj
- +14 (30d)
- LEANN
- 0 (30d)
Full report
- khoj
- Trust report
- LEANN
- Trust report
Typed relationship
khoj alternative LEANNKhoj offers personalization and is described as an AI second brain which can serve similar purposes to storage-efficient personalized RAG applications like LEANN, though their approaches may differ.
Choose khoj if…
- License: khoj is AGPL-3.0, LEANN is MIT.
- Pricing: khoj provides free access to its core functionalities, but certain high-tier features might be subject to premium licensing..
- Khoj offers personalization and is described as an AI second brain which can serve similar purposes to storage-efficient personalized RAG applications like LEANN, though their approaches may differ.
- Tags unique to khoj: agent, assistant, chat, obsidian.
- Also covers AI Agents, Model Training.
- khoj ships Docker support for self-hosted deployment.
- You're looking to build custom agents for specific tasks, making it ideal if you require a tool with high customization options.
When NOT to use khoj
- When you need real-time responses where latency needs to be minimized, since self-hosting might introduce delays.
- If you prefer cloud-based solutions for maintenance and scaling purposes without managing your own servers, khoj may not be the best option.
Choose LEANN if…
- License: LEANN is MIT, khoj is AGPL-3.0.
- Khoj offers personalization and is described as an AI second brain which can serve similar purposes to storage-efficient personalized RAG applications like LEANN, though their approaches may differ.
- Tags unique to LEANN: faiss, gpt-oss, langchain, llama-index.
- Also covers Data & Retrieval.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (khoj-ai/khoj) · observed Aug 16, 2026
- GitHub forks (khoj-ai/khoj) · observed Aug 16, 2026
- Last push (khoj-ai/khoj) · observed Aug 2, 2026
- License file (AGPL-3.0) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (StarTrail-org/LEANN) · observed Aug 18, 2026
- GitHub forks (StarTrail-org/LEANN) · observed Aug 18, 2026
- Last push (StarTrail-org/LEANN) · observed Jul 31, 2026
- License file (MIT) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: khoj 37k · LEANN 13k (synced Aug 16, 2026).
Common questions
- What is the difference between khoj and LEANN?
- khoj: Your AI second brain. Self-hostable.. LEANN: RAG on Everything with LEANN. See the comparison table for live GitHub stats and shared categories.
- When should I choose khoj over LEANN?
- Choose khoj over LEANN when License: khoj is AGPL-3.0, LEANN is MIT; Pricing: khoj provides free access to its core functionalities, but certain high-tier features might be subject to premium licensing.; Khoj offers personalization and is described as an AI second brain which can serve similar purposes to storage-efficient personalized RAG applications like LEANN, though their approaches may differ; Tags unique to khoj: agent, assistant, chat, obsidian; Also covers AI Agents, Model Training; khoj ships Docker support for self-hosted deployment; You're looking to build custom agents for specific tasks, making it ideal if you require a tool with high customization options.
- When should I choose LEANN over khoj?
- Choose LEANN over khoj when License: LEANN is MIT, khoj is AGPL-3.0; Khoj offers personalization and is described as an AI second brain which can serve similar purposes to storage-efficient personalized RAG applications like LEANN, though their approaches may differ; Tags unique to LEANN: faiss, gpt-oss, langchain, llama-index; Also covers Data & Retrieval; When you need significant storage savings, LEANN offers up to 97% reduction compared to other solutions.
- When should I avoid khoj?
- When you need real-time responses where latency needs to be minimized, since self-hosting might introduce delays. If you prefer cloud-based solutions for maintenance and scaling purposes without managing your own servers, khoj may not be the best option.
- 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 khoj or LEANN more popular on GitHub?
- khoj has more GitHub stars (36,512 vs 12,785). Stars measure visibility, not whether either tool fits your constraints.
- Are khoj and LEANN open source?
- Yes - both are open-source projects on GitHub (khoj: AGPL-3.0, LEANN: MIT).
- Where can I find alternatives to khoj or LEANN?
- GraphCanon lists graph-backed alternatives at khoj alternatives and LEANN alternatives (khoj 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, khoj or LEANN?
- khoj: Active. 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 khoj and LEANN?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: khoj trust report; LEANN trust report.