Debanjum 99f16df7e2 Use fast model in default mode and for most chat actors
What
--
- Default to using fast model for most chat actors. Specifically in this
  change we default to using fast model for doc, web search chat actors
- Only research chat director uses the deep chat model.
- Make using fast model by chat actors configurable via func argument

Code chat actor continues to use deep chat model and webpage reader
continues to use fast chat model.

Deep, fast chat models can be configured via ServerChatSettings on the
admin panel.

Why
--
Modern models are good enough at instruction following. So defaulting
most chat actor to use the fast model should improve chat speed with
acceptable response quality.

The option to fallback to research mode for higher quality
responses or deeper research always exists.
2025-11-29 15:57:35 -08:00

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🎁 New

  • Start any message with /research to try out the experimental research mode with Khoj.
  • Anyone can now create custom agents with tunable personality, tools and knowledge bases.
  • Read about Khoj's excellent performance on modern retrieval and reasoning benchmarks.

Overview

Khoj is a personal AI app to extend your capabilities. It smoothly scales up from an on-device personal AI to a cloud-scale enterprise AI.

  • Chat with any local or online LLM (e.g llama3, qwen, gemma, mistral, gpt, claude, gemini, deepseek).
  • Get answers from the internet and your docs (including image, pdf, markdown, org-mode, word, notion files).
  • Access it from your Browser, Obsidian, Emacs, Desktop, Phone or Whatsapp.
  • Create agents with custom knowledge, persona, chat model and tools to take on any role.
  • Automate away repetitive research. Get personal newsletters and smart notifications delivered to your inbox.
  • Find relevant docs quickly and easily using our advanced semantic search.
  • Generate images, talk out loud, play your messages.
  • Khoj is open-source, self-hostable. Always.
  • Run it privately on your computer or try it on our cloud app.

See it in action

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Go to https://app.khoj.dev to see Khoj live.

Full feature list

You can see the full feature list here.

Self-Host

To get started with self-hosting Khoj, read the docs.

Enterprise

Khoj is available as a cloud service, on-premises, or as a hybrid solution. To learn more about Khoj Enterprise, visit our website.

Frequently Asked Questions (FAQ)

Q: Can I use Khoj without self-hosting?

Yes! You can use Khoj right away at https://app.khoj.dev — no setup required.

Q: What kinds of documents can Khoj read?

Khoj supports a wide variety: PDFs, Markdown, Notion, Word docs, org-mode files, and more.

Q: How can I make my own agent?

Check out this blog post for a step-by-step guide to custom agents. For more questions, head over to our Discord!

Contributors

Cheers to our awesome contributors! 🎉

Made with contrib.rocks.

Interested in Contributing?

Khoj is open source. It is sustained by the community and wed love for you to join it! Whether youre a coder, designer, writer, or enthusiast, theres a place for you.

Why Contribute?

  • Make an Impact: Help build, test and improve a tool used by thousands to boost productivity.
  • Learn & Grow: Work on cutting-edge AI, LLMs, and semantic search technologies.

You can help us build new features, improve the project documentation, report issues and fix bugs. If you're a developer, please see our Contributing Guidelines and check out good first issues to work on.

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