Comparison
khoj vs meilisearch
Verdict
Pick khoj if khoj is a self-hosted AI assistant that supports integration with multiple LLMs, enabling users to build custom agents and conduct deep research using both web and local documents; pick meilisearch if meilisearch is a Rust-based, lightning-fast hybrid search engine that integrates easily into web and mobile applications. It supports both full-text and vector searches.
Markdown twin · khoj alternatives · meilisearch alternatives
GraphCanon updated Sep 20, 2026
15views this month
Trust & integrity
| Signal | khoj | meilisearch |
|---|---|---|
| Maintenance | Steady (47d since push) As of Sep 18, 2026 · github_public_v1 | Very active (2d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- Self-hostable AI second brain for personalized research and automation
- meilisearch
- A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Stars
- khoj
- 37k
- meilisearch
- 59k
Forks
- khoj
- 2.5k
- meilisearch
- 2.7k
Open issues
- khoj
- 150
- meilisearch
- 308
Language
- khoj
- Python
- meilisearch
- Rust
Adopt for
- khoj
- Khoj is a self-hosted AI assistant that supports integration with multiple LLMs, enabling users to build custom agents and conduct deep research using both web and local documents.
- meilisearch
- Meilisearch is a Rust-based, lightning-fast hybrid search engine that integrates easily into web and mobile applications. It supports both full-text and vector searches.
Persona
- khoj
- -
- meilisearch
- -
Runtime
- khoj
- -
- meilisearch
- -
License
- khoj
- Khoj is licensed under AGPL-3.0, which means it is free to use, modify, and distribute, but any derivative works must also be released under the same license.
- meilisearch
- Other
Last pushed
- khoj
- Aug 2, 2026
- meilisearch
- Sep 17, 2026
Categories
- khoj
- AI Agents, Data & Retrieval, Developer Tools, Inference & Serving, Model Training
- meilisearch
- Data & Retrieval, Vector Databases
Trust and health
Maintenance
- khoj
- Steady (60%)
- meilisearch
- Very active (96%)
Days since push
- khoj
- 47d
- meilisearch
- 2d
Open issues (now)
- khoj
- 150
- meilisearch
- 308
Stars delta
- khoj
- +887 (30d)
- meilisearch
- +663 (30d)
Open issues delta
- khoj
- +17 (30d)
- meilisearch
- -11 (30d)
Full report
- khoj
- Trust report
- meilisearch
- Trust report
Typed relationship
khoj alternative meilisearchKhoj and Meilisearch both serve as self-hostable AI-powered search engines designed to enhance user experience by providing rich, instant search capabilities.
Choose khoj if…
- khoj is primarily Python; meilisearch is Rust.
- License: khoj is AGPL-3.0, meilisearch is Other.
- Pricing: Khoj is free to use, but users may incur costs related to hosting and the LLMs they choose to integrate..
- Requirements: Min 4 GB RAM; Requires Docker; Khoj requires Docker for setup and operation.; Users must have a Python environment and the necessary dependencies installed..
- Khoj and Meilisearch both serve as self-hostable AI-powered search engines designed to enhance user experience by providing rich, instant search capabilities.
- Tags unique to khoj: agent, assistant, chat, chatgpt.
- Also covers AI Agents, Developer Tools, Inference & Serving, Model Training.
- When you need a self-hosted solution for personalized research and automation that can integrate with a variety of LLMs, including GPT, Claude, Gemini, LLaMA, Qwen, and Mistral.
When NOT to use khoj
- If you are looking for a cloud-based service without the need for self-hosting, Khoj may not be the best fit.
- Khoj might not be ideal if you are seeking a tool that does not support a wide range of LLMs and requires a more specialized integration.
- If your research and automation needs are simple and do not require deep integration with local documents or web sources, a more straightforward tool might be more appropriate.
Choose meilisearch if…
- meilisearch is primarily Rust; khoj is Python.
- License: meilisearch is Other, khoj is AGPL-3.0.
- Khoj and Meilisearch both serve as self-hostable AI-powered search engines designed to enhance user experience by providing rich, instant search capabilities.
- Tags unique to meilisearch: api, app-search, database, enterprise-search.
- Also covers Vector Databases.
- - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.
When NOT to use meilisearch
- - When you specifically need language support for a large number of languages beyond what Meilisearch currently offers, as some specialized multilingual search engines might handle more languages nimb
- - If your application does not require real-time search-as-you-type or typo tolerance features which can add overhead and may slow down performance in less demanding scenarios.
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 Sep 20, 2026
- GitHub forks (khoj-ai/khoj) · observed Sep 20, 2026
- Last push (khoj-ai/khoj) · observed Aug 2, 2026
- License file (AGPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (meilisearch/meilisearch) · observed Sep 20, 2026
- GitHub forks (meilisearch/meilisearch) · observed Sep 20, 2026
- Last push (meilisearch/meilisearch) · observed Sep 17, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: khoj 37k · meilisearch 59k (synced Sep 20, 2026).
Common questions
- What is the difference between khoj and meilisearch?
- khoj: Self-hostable AI second brain for personalized research and automation. meilisearch: A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.. See the comparison table for live GitHub stats and shared categories.
- When should I choose khoj over meilisearch?
- Choose khoj over meilisearch when khoj is primarily Python; meilisearch is Rust; License: khoj is AGPL-3.0, meilisearch is Other; Pricing: Khoj is free to use, but users may incur costs related to hosting and the LLMs they choose to integrate.; Requirements: Min 4 GB RAM; Requires Docker; Khoj requires Docker for setup and operation.; Users must have a Python environment and the necessary dependencies installed.; Khoj and Meilisearch both serve as self-hostable AI-powered search engines designed to enhance user experience by providing rich, instant search capabilities; Tags unique to khoj: agent, assistant, chat, chatgpt; Also covers AI Agents, Developer Tools, Inference & Serving, Model Training; When you need a self-hosted solution for personalized research and automation that can integrate with a variety of LLMs, including GPT, Claude, Gemini, LLaMA, Qwen, and Mistral.
- When should I choose meilisearch over khoj?
- Choose meilisearch over khoj when meilisearch is primarily Rust; khoj is Python; License: meilisearch is Other, khoj is AGPL-3.0; Khoj and Meilisearch both serve as self-hostable AI-powered search engines designed to enhance user experience by providing rich, instant search capabilities; Tags unique to meilisearch: api, app-search, database, enterprise-search; Also covers Vector Databases; - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.
- When should I avoid khoj?
- If you are looking for a cloud-based service without the need for self-hosting, Khoj may not be the best fit. Khoj might not be ideal if you are seeking a tool that does not support a wide range of LLMs and requires a more specialized integration. If your research and automation needs are simple and do not require deep integration with local documents or web sources, a more straightforward tool might be more appropriate.
- When should I avoid meilisearch?
- - When you specifically need language support for a large number of languages beyond what Meilisearch currently offers, as some specialized multilingual search engines might handle more languages nimb - If your application does not require real-time search-as-you-type or typo tolerance features which can add overhead and may slow down performance in less demanding scenarios.
- Is khoj or meilisearch more popular on GitHub?
- meilisearch has more GitHub stars (59,345 vs 37,399). Stars measure visibility, not whether either tool fits your constraints.
- Are khoj and meilisearch open source?
- Yes - both are open-source projects on GitHub (khoj: AGPL-3.0, meilisearch: Other).
- Where can I find alternatives to khoj or meilisearch?
- GraphCanon lists graph-backed alternatives at khoj alternatives and meilisearch alternatives (khoj markdown twin, meilisearch 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 meilisearch?
- khoj: Steady. meilisearch: 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 khoj and meilisearch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: khoj trust report; meilisearch trust report.