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#44th of 15 in RAG and knowledge

WeKnora

Enterprise knowledge base combining RAG Q&A, agents and generated wikis

Documentation ↗ (opens in a new tab)Website ↗ (opens in a new tab)Repository on GitHub ↗ (opens in a new tab)
Stars
33k
License
custom license
Last commit
Oct 2026
Last release
Sep 2026

Overview

WeKnora turns team documents into knowledge bases with three modes: cited RAG answers, an agent that runs multi-step tasks with skills in Docker, E2B or Cube sandboxes, and auto-generated wiki pages with a knowledge graph. It syncs from Feishu, Confluence, GitLab, Notion and RSS, answers in WeCom, Slack and Telegram, and exposes an MCP server. Deploy with Docker Compose, Helm or one Lite binary on SQLite.

Who it is for: teams needing a self-hosted enterprise knowledge assistant

Strengths

  • 29 built-in model vendors including OpenAI, DeepSeek, Qwen, Gemini, LiteLLM and Ollama
  • Lite single binary with SQLite and in-memory queue for low-resource hosts
  • Workspace RBAC with four roles, per-resource ownership and audit log
  • Per-workspace MCP endpoints with own token, scope and rate limit

Weaknesses

  • Many integrations target the Chinese ecosystem (WeChat, Feishu, DingTalk, Yuque)
  • Sandbox commands run as root since v0.8.2
  • Maintainers advise against exposing it to the public internet
  • Desktop app has no published installer; hardware requirements live in external docs

What it needs

  • no GPU
  • Docker + Compose
  • Needs Neo4j (optional profile), MinIO (optional profile), Langfuse (optional profile)
  • Models: OpenAI, DeepSeek, Qwen, Zhipu, Hunyuan, Gemini, MiniMax, NVIDIA, LiteLLM, Ollama
  • port 80

Also in RAG and knowledge

See all 15
Also in RAG and knowledge
RankProjectScore
1LightRAGGraph-plus-vector RAG server with web UI and Ollama-compatible API40.1k stars, MIT76 out of 100
2Open NotebookSelf-hosted NotebookLM alternative with podcasts and 20+ model providers40k stars, MIT75 out of 100
3RAGFlowRAG engine with document parsing, agentic retrieval and citations Live demo ↗ (opens in a new tab)92k stars, Apache-2.072 out of 100
#5SurfSenseOffline NotebookLM alternative that turns documents into decks, reports and podcasts16.3k stars, custom license68 out of 100
#6MaxKBEnterprise knowledge-base agent platform with RAG, workflows and MCP tools22.9k stars, GPL-3.066 out of 100