head to head · open source
AnythingLLM vs Swirl Search
AnythingLLM has 66,141 GitHub stars, 7,347 forks, 311 open issues and last shipped yesterday. Swirl Search has 3,046 stars, 286 forks, 1 open issues and last shipped 13 days ago. AnythingLLM leads on adoption by 2,071% (66,141 vs 3,046 stars). AnythingLLM is written in JavaScript under MIT; Swirl Search is written in Python under Apache-2.0. AnythingLLM has attracted 11% as many forks as stars, Swirl Search 9%. AnythingLLM was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| AnythingLLM | Swirl Search | |
|---|---|---|
| GitHub stars | ★ 66K | ★ 3.0K |
| License | MIT | Apache-2.0 |
| Written in | JavaScript | Python |
| Last push | 2026-09-17 | 2026-09-05 |
| Forks | ⑂ 7.3K | ⑂ 286 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick AnythingLLM if
- You weight community size — 66K stars and counting
- You want the MIT license terms
- Your stack matches JavaScript
- You value the larger contributor base for long-term maintenance
pick Swirl Search if
- You want the Swirl Search feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and Swirl Search fits your workflow better
About AnythingLLM
AnythingLLM is a local first AI application that enables users to chat with their documents using any large language model (LLM), local or cloud hosted. It runs as a self hosted service—by default in Docker—and provides a complete interface for document ingestion, agent orchestration, multi user access, and workflow automation without requiring external cloud dependencies. The project lives in the local AI and AI interaction ecosystem, targeting users who want full control over their data and model selection.
read the full AnythingLLM overview →
About Swirl Search
Swirl Search is an open source federated AI search and retrieval augmented generation (RAG) platform written in Python and built on Django. It lives in the AI and machine learning ecosystem, specifically the AI interaction and interface space, and is distributed under the Apache 2.0 license as SWIRL Community. The project queries more than 100 connected sources live, ranks the combined results, and optionally generates an answer with citations using a large language model of the operator's choice. It ships with the Galaxy UI, the same interface used by the commercial SWIRL Enterprise edition.
read the full Swirl Search overview →
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Frequently asked questions
Is AnythingLLM or Swirl Search more popular?
AnythingLLM has 66,141 GitHub stars and Swirl Search has 3,046. AnythingLLM has the larger community by that measure.
Are AnythingLLM and Swirl Search free?
Both are open source. AnythingLLM is licensed under MIT and Swirl Search under Apache-2.0. Neither carries a licence fee.
What is the difference between AnythingLLM and Swirl Search?
AnythingLLM is written in JavaScript and Swirl Search in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, AnythingLLM or Swirl Search?
Choose AnythingLLM if you want the larger community (66,141 stars) or its MIT licence terms. Choose Swirl Search if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.