AnythingLLM vs LightRAG
Short answer
AnythingLLM: All-in-one private chat with your documents, agents and an embeddable widget. LightRAG: Graph-based RAG server that builds a knowledge graph from your documents, with a web UI and REST API. Both are in our Knowledge base & RAG category.
Choose AnythingLLM if you want: larger community (67.8k vs 40.4k GitHub stars) and simpler deploy (one container vs a multi-container stack).
LightRAG publishes no official RAM figure, so we cannot compare hosting cost directly.
Last updated · computed from each project's official docs and live GitHub data · sources
AnythingLLM vs LightRAG side by side
| AnythingLLM | LightRAG | |
|---|---|---|
| Category | Knowledge base & RAG | Knowledge base & RAG |
| What it is | All-in-one private chat with your documents, agents and an embeddable widget. | Graph-based RAG server that builds a knowledge graph from your documents, with a web UI and REST API. |
| License | MIT | MIT |
| License type | Permissive | Permissive |
| License conditions | Permissive. Internal and commercial use allowed; keep the copyright notice. | Permissive. Internal and commercial use allowed. Models keep their own licenses. |
| Status | Active | Active |
| GitHub stars | 67.8k | 40.4k |
| Last commit | Oct 30, 2026 | Oct 14, 2026 |
| Latest release | v1.19.0 | v1.5.7 |
| Minimum hardware | 2 vCPU · 2 GB RAM · 5 GB disk | Not published |
| Recommended hardware | Not published | Not published |
| RAM measured by us | 274 MiB idle, 915 MiB working (our test, v1.18.0, Oct 22, 2026) | Not tested yet |
| GPU | Not required / not stated | No. It calls the model providers you configure. |
| Est. server cost | from €19.99/mo | Not estimated |
| Deploy method | Docker | Docker Compose |
| Known gotchas | 2 listed | 4 listed |
| Telemetry | On by default | Not documented |
| Calls home by default | No (documented) | Not documented |
| SSO (OIDC / SAML / LDAP) | Not documented | Not documented |
| Audit log | Not documented | Not documented |
| RBAC | Not documented | Not documented |
| Details | Full AnythingLLM guide → | Full LightRAG guide → |
Key differences
- Official hardware: AnythingLLM: minimum 2 vCPU · 2 GB RAM · 5 GB disk. LightRAG: not published.
- GPU: AnythingLLM: not required or not stated. LightRAG: optional / see notes.
- Est. server cost: AnythingLLM: from €19.99/mo. LightRAG: not estimated (no official RAM figure).
- Deploy: AnythingLLM: Docker · single container. LightRAG: Docker Compose · multi-container stack.
- GitHub stars: AnythingLLM: 67.8k. LightRAG: 40.4k.
- Last commit: AnythingLLM: Oct 30, 2026. LightRAG: Oct 14, 2026.
- Latest release: AnythingLLM: v1.19.0 (Oct 26, 2026). LightRAG: v1.5.7 (Sep 2, 2026).
Same for both: Category: Knowledge base & RAG; License: MIT (Permissive); Status: Active.
AnythingLLM vs LightRAG: FAQ
AnythingLLM or LightRAG: which should a small business choose?
Choose AnythingLLM if you want: larger community (67.8k vs 40.4k GitHub stars) and simpler deploy (one container vs a multi-container stack). LightRAG publishes no official RAM figure, so we cannot compare hosting cost directly.
Which is cheaper to self-host, AnythingLLM or LightRAG?
AnythingLLM: from €19.99/mo. LightRAG: not estimated (no official RAM figure). Our estimate is the cheapest Hetzner Cloud plan that meets each project's official RAM and vCPU figure; it covers the server only.
How much hardware do AnythingLLM and LightRAG need?
AnythingLLM: minimum 2 vCPU · 2 GB RAM · 5 GB disk. LightRAG: not published.
What is the license difference between AnythingLLM and LightRAG?
AnythingLLM: MIT (Permissive). Permissive. Internal and commercial use allowed; keep the copyright notice. LightRAG: MIT (Permissive). Permissive. Internal and commercial use allowed. Models keep their own licenses. This is a summary, not legal advice.
Is AnythingLLM or LightRAG more actively maintained?
AnythingLLM: Active, last commit Oct 30, 2026. LightRAG: Active, last commit Oct 14, 2026. GitHub data refreshed Oct 31, 2026.
Which is easier to deploy, AnythingLLM or LightRAG?
AnythingLLM installs via Docker (single container); LightRAG via Docker Compose (multi-container stack). AnythingLLM lists 2 known gotchas and LightRAG lists 4; see each app page.
Related
- AnythingLLM self-hosting guide · LightRAG self-hosting guide
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- All LightRAG alternatives, ranked
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- Add a third app in the interactive comparison
Sources
- AnythingLLM GitHub repository: github.com/Mintplex-Labs/anything-llm
- AnythingLLM documentation, AnythingLLM hardware requirements: docs.anythingllm.com/installation-docker/system-requirements
- AnythingLLM license: github.com/Mintplex-Labs/anything-llm/blob/master/LICENSE
- AnythingLLM deploy instructions: github.com/Mintplex-Labs/anything-llm/blob/master/docker/HOW_TO_USE_DOCKER.md
- LightRAG GitHub repository: github.com/HKUDS/LightRAG
- LightRAG documentation: github.com/HKUDS/LightRAG/blob/main/docs/LightRAG-API-Server.md
- LightRAG license: github.com/HKUDS/LightRAG/blob/main/LICENSE
- LightRAG hardware requirements: github.com/HKUDS/LightRAG#selecting-backend-storage
- LightRAG deploy instructions: github.com/HKUDS/LightRAG#install-lightrag-server
- Hetzner Cloud pricing used for cost estimates (read 2026-10-25): www.hetzner.com/cloud/regular-performance
- GitHub REST API (stars, commits, releases): docs.github.com/en/rest
Every value is generated from the same verified data as the app pages. Spotted something wrong? Tell us.