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BetterOpenSource

Open WebUI vs Khoj

A side-by-side comparison of two open-source tools to help you choose the right one.

Feature
SummaryA polished, self-hosted chat UI for any LLM.Your second brain, powered by AI.
GitHub stars98K18K
LicenseMITAGPL 3.0
LanguagePythonPython
PricingFree & Open SourceFree & Open Source
Self-hostable
ReplacesChatGPT, ClaudeChatGPT, Perplexity
Rating4.8 / 54.5 / 5

Open WebUI features

  • Works with Ollama and any OpenAI-compatible endpoint
  • Built-in RAG over uploaded documents and web pages
  • Multi-user accounts with roles and permissions
  • Model switching, prompt presets, and chat folders
  • Fully offline once models are pulled locally

Khoj features

  • Semantic search over your notes and documents
  • Connects to Obsidian, Notion, and local files
  • Online or offline models
  • Chat with citations back to your sources
  • Web, desktop, and Emacs/Obsidian clients

Open WebUIpros & cons

Pros

  • Runs entirely on your own hardware — no data leaves your network
  • Extremely active development and large community
  • One-command Docker deployment

Cons

  • You manage model hosting and GPU resources yourself
  • Best experience needs a capable local machine

Khojpros & cons

Pros

  • Grounds answers in your own knowledge
  • Flexible local or cloud models
  • Multiple client integrations

Cons

  • Initial indexing setup required
  • Best with a tidy knowledge base

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