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agentaiassistantchatchatgptemacsimage-generationllama3llamacppllmobsidianobsidian-mdoffline-llmproductivityragresearchself-hostedsemantic-searchsttwhatsapp-ai
3e17ab438a
Overview --- - Put context into separate user message before sending to chat model. This should improve model response quality and truncation logic in code - Pass online context from chat history to chat model for response. This should improve response speed when previous online context can be reused - Improve format of notes, online context passed to chat models in prompt. This should improve model response quality Details --- The document, online search context are now passed as separate user messages to chat model, instead of being added to the final user message. This will improve - Models ability to differentiate data from user query. That should improve response quality and reduce prompt injection probability - Make truncation logic simpler and more robust When context window hit, can simply pop messages to auto truncate context in order of context, user, assistant message for each conversation turn in history until reach current user query The complex, brittle logic to extract user query from context in last user message isn't required. |
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Your AI second brain
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).
- 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.
Contributors
Cheers to our awesome contributors! 🎉
Made with contrib.rocks.
Interested in Contributing?
We are always looking for contributors to help us build new features, improve the project documentation, or fix bugs. If you're interested, please see our Contributing Guidelines and check out our Contributors Project Board.