LightRAG alternatives

LightRAG alternatives compared

Ranked by the number of objective advantages each alternative has over the app (cheaper estimated server cost, lighter official RAM figure, no GPU needed, fewer license conditions, better maintenance status, at least 1.5× the GitHub stars, simpler deploy). Ties: same-category apps first, then more GitHub stars. License order used: Permissive (MIT/Apache) → Open core → Copyleft (GPL) or Custom conditions → Network copyleft (AGPL) → Source-available. Archived projects are not listed as alternatives.

What each alternative is

• AnythingLLM (Knowledge base & RAG): All-in-one private chat with your documents, agents and an embeddable widget.
• RAGFlow (Knowledge base & RAG): RAG engine with deep document parsing (OCR, layout and tables) and cited answers.
• AFFiNE (Knowledge base & RAG): Notion- and Miro-style workspace (docs, whiteboards, databases) with built-in AI, self-hostable with Docker.
• kotaemon (Knowledge base & RAG): Open-source RAG web app for chatting with your documents, with citations and GraphRAG.
• MaxKB (Knowledge base & RAG): Enterprise knowledge-base and agent platform with RAG and workflows.
• PrivateGPT (Knowledge base & RAG): API-first private document Q&A that sits on top of your own LLM server.
• Open Notebook (Knowledge base & RAG): Private, self-hosted alternative to Google NotebookLM with your choice of AI models.
• Langchain-Chatchat (Knowledge base & RAG): Chinese-first local knowledge-base Q&A and agent app built on LangChain, wired to local model servers.
• WeKnora (Knowledge base & RAG): Tencent's open-source knowledge-base and agent platform with document parsing, RAG and team workspaces.
• Onyx (formerly Danswer) (Knowledge base & RAG): AI chat and enterprise search connected to 50+ workplace apps.
• FastGPT (Knowledge base & RAG): Knowledge-base Q&A and visual AI workflow platform.
• DocsGPT (Knowledge base & RAG): Open-source platform for AI agents and assistants that answer from your documents with sources.
• PipesHub (Knowledge base & RAG): Self-hosted workplace search and AI answers across 50+ connected apps, filtered by each user's permissions.

Related

• LightRAG self-hosting guide
• All Knowledge base & RAG apps

Sources

• 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
• AnythingLLM GitHub repository: github.com/Mintplex-Labs/anything-llm
• RAGFlow GitHub repository: github.com/infiniflow/ragflow
• AFFiNE GitHub repository: github.com/toeverything/AFFiNE
• kotaemon GitHub repository: github.com/Cinnamon/kotaemon
• MaxKB GitHub repository: github.com/1Panel-dev/MaxKB
• PrivateGPT GitHub repository: github.com/zylon-ai/private-gpt
• Open Notebook GitHub repository: github.com/lfnovo/open-notebook
• Langchain-Chatchat GitHub repository: github.com/chatchat-space/Langchain-Chatchat
• WeKnora GitHub repository: github.com/Tencent/WeKnora
• Onyx (formerly Danswer) GitHub repository: github.com/onyx-dot-app/onyx
• FastGPT GitHub repository: github.com/labring/FastGPT
• DocsGPT GitHub repository: github.com/arc53/DocsGPT
• PipesHub GitHub repository: github.com/pipeshub-ai/pipeshub-ai
• Hetzner Cloud pricing used for cost estimates (read 2026-10-25): www.hetzner.com/cloud/regular-performance
• GitHub stars and commits: GitHub REST API, refreshed daily