eaed0c839e
- Use websocket library to handle setup, reconnection from web app Use react-use-websocket library to handle websocket connection and reconnection logic. Previously connection wasn't re-established on disconnects. - Send interrupt messages with ws to update research, operator trajectory Previously we were using the abort and send new POST /api/chat mechanism. But now we can use the websocket's bi-directional messaging capability to send users messages in the middle of a research, operator run. This change should 1. Allow for a faster, more interactive interruption to shift the research direction without breaking the conversation flow. As previously we were using the DB to communicate interrupts across workers, this would take time and feel sluggish on the UX. 2. Be a more robust interrupt mechanism that'll work in multi worker setups. As same worker is interacted with to send interrupt messages instead of potentially new worker receiving the POST /api/chat with the interrupt user message. On the server we're using an asyncio Queue to pass messages down from websocket api to researcher via event generator. This can be extended to pass to other iterative agents like operator.
🎁 New
- Start any message with
/researchto 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
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 we’d love for you to join it! Whether you’re a coder, designer, writer, or enthusiast, there’s 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.