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Align docs landing page with updated github readme
- Screenshots of khoj search, chat - Put quickstart on landing page - Put miscellaneous pages under separate section - Move credits to separate page under miscellaneous
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<h1><img src="./assets/khoj-logo-sideways.svg" width="200" alt="Khoj Logo"></h1>
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<p align="center"><img src="./assets/khoj-logo-sideways.svg" width="200" alt="Khoj Logo"></p>
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<div align="center">
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[![test](https://github.com/khoj-ai/khoj/actions/workflows/test.yml/badge.svg)](https://github.com/khoj-ai/khoj/actions/workflows/test.yml)
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[![dockerize](https://github.com/khoj-ai/khoj/actions/workflows/dockerize.yml/badge.svg)](https://github.com/khoj-ai/khoj/pkgs/container/khoj)
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[![pypi](https://github.com/khoj-ai/khoj/actions/workflows/pypi.yml/badge.svg)](https://pypi.org/project/khoj-assistant/)
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# Khoj
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*An AI personal assistant for your digital brain*
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</div>
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Welcome to the Khoj Docs! This is the best place to get started with Khoj. Check out our [Github](https://github.com/khoj-ai/khoj) to explore the code or our [Website](https://khoj.dev) for an invite up to Khoj cloud.
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<div align="center">
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<b>An AI personal assistant for your digital brain</b>
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Khoj gives you lightning fast, offline search on your personal machine and gives you the power to talk to your notes.
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</div>
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**Supported Plugins**
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<div align="center">
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[![Khoj on Obsidian](https://img.shields.io/badge/Obsidian-%23483699.svg?style=for-the-badge&logo=obsidian&logoColor=white)](https://github.com/khoj-ai/khoj/tree/master/src/interface/obsidian#readme)
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[![Khoj on Emacs](https://img.shields.io/badge/Emacs-%237F5AB6.svg?&style=for-the-badge&logo=gnu-emacs&logoColor=white)](https://github.com/khoj-ai/khoj/tree/master/src/interface/emacs#readme)
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[📜 Explore Code](https://github.com/khoj-ai/khoj)
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<span> • </span>
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[🌍 Try Khoj Cloud](https://khoj.dev)
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<span> • </span>
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[💬 Get Involved](https://discord.gg/BDgyabRM6e)
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## Features
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- **Search**
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- **Local**: Your personal data stays local. All search and indexing is done on your machine. *Unlike chat which requires access to GPT.*
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</div>
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## Introduction
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Welcome to the Khoj Docs! This is the best place to [get started](./setup.md) with Khoj.
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- Khoj is a desktop application to [search](./search.md) and [chat](./chat.md) with your notes, documents and images
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- It is an offline-first, open source AI personal assistant accessible from your [Emacs](./emacs.md), [Obsidian](./obsidian.md) or [Web browser](./web.md)
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- It works with jpeg, markdown, [notion](./notion_integration.md) org-mode, pdf files and [github repositories](./github_integration.md)
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## Quickstart
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[Click here](/setup) for full setup instructions
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```shell
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pip install khoj-assistant && khoj
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```
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## Overview
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<img src="https://docs.khoj.dev/assets/khoj_search_on_web.png" width="400px">
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<span> </span>
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<img src="https://docs.khoj.dev/assets/khoj_chat_on_web.png" width="400px">
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#### [Search](./search.md)
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- **Local**: Your personal data stays local. All search and indexing is done on your machine.
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- **Incremental**: Incremental search for a fast, search-as-you-type experience
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- **Chat**
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#### [Chat](./chat.md)
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- **Faster answers**: Find answers faster, smoother than search. No need to manually scan through your notes to find answers.
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- **Iterative discovery**: Iteratively explore and (re-)discover your notes
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- **Assisted creativity**: Smoothly weave across answers retrieval and content generation
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- **General**
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- **Natural**: Advanced natural language understanding using Transformer based ML Models
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- **Pluggable**: Modular architecture makes it easy to plug in new data sources, frontends and ML models
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- **Multiple Sources**: Index your Org-mode and Markdown notes, PDF files, Github repositories, and Photos
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- **Multiple Interfaces**: Interact from your [Web Browser](https://docs.khoj.dev/#/web), [Emacs](https://docs.khoj.dev/#/emacs) or [Obsidian](https://docs.khoj.dev/#/obsidian)
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## Install
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[Click here](/setup) for full setup instructions.
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## Supported data sources
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- markdown*
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- org-mode*
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- pdf*
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- images*
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- github
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- notion
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\* These data sources are offline only.
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If you're using Github or Notion, you can get on a waitlist for [Khoj Cloud](https://khoj.dev).
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## Credits
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- [Multi-QA MiniLM Model](https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1), [All MiniLM Model](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) for Text Search. See [SBert Documentation](https://www.sbert.net/examples/applications/retrieve_rerank/README.html)
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- [OpenAI CLIP Model](https://github.com/openai/CLIP) for Image Search. See [SBert Documentation](https://www.sbert.net/examples/applications/image-search/README.html)
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- Charles Cave for [OrgNode Parser](http://members.optusnet.com.au/~charles57/GTD/orgnode.html)
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- [Org.js](https://mooz.github.io/org-js/) to render Org-mode results on the Web interface
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- [Markdown-it](https://github.com/markdown-it/markdown-it) to render Markdown results on the Web interface
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- **Online or Offline**: Choose online or offline chat depending on your requirements
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- Data Sources
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- [Github](github_integration.md)
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- [Notion](notion_integration.md)
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- Miscellaneous
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- [Advanced](advanced.md)
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- [Performance](performance.md)
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- [Credits](credits.md)
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- Contributing
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- [Development](development.md)
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## Credits
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- [Multi-QA MiniLM Model](https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1), [All MiniLM Model](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) for Text Search. See [SBert Documentation](https://www.sbert.net/examples/applications/retrieve_rerank/README.html)
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- [OpenAI CLIP Model](https://github.com/openai/CLIP) for Image Search. See [SBert Documentation](https://www.sbert.net/examples/applications/image-search/README.html)
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- Charles Cave for [OrgNode Parser](http://members.optusnet.com.au/~charles57/GTD/orgnode.html)
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- [Org.js](https://mooz.github.io/org-js/) to render Org-mode results on the Web interface
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- [Markdown-it](https://github.com/markdown-it/markdown-it) to render Markdown results on the Web interface
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## Features
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- **Search**
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- **Local**: Your personal data stays local. All search and indexing is done on your machine. *Unlike chat which requires access to GPT.*
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#### [Search](./search.md)
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- **Local**: Your personal data stays local. All search and indexing is done on your machine.
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- **Incremental**: Incremental search for a fast, search-as-you-type experience
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- **Chat**
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#### [Chat](./chat.md)
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- **Faster answers**: Find answers faster, smoother than search. No need to manually scan through your notes to find answers.
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- **Iterative discovery**: Iteratively explore and (re-)discover your notes
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- **Assisted creativity**: Smoothly weave across answers retrieval and content generation
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- **General**
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#### General
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- **Natural**: Advanced natural language understanding using Transformer based ML Models
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- **Pluggable**: Modular architecture makes it easy to plug in new data sources, frontends and ML models
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- **Multiple Sources**: Index your Org-mode and Markdown notes, PDF files, Github repositories, and Photos
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- **Multiple Interfaces**: Interact from your [Web Browser](https://github.com/khoj-ai/khoj/blob/master/src/khoj/interface/web/index.html), [Emacs](https://github.com/khoj-ai/khoj/blob/master//src/interface/emacs/khoj.el) or [Obsidian](https://github.com/khoj-ai/khoj/blob/master/src/interface/obsidian/)
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- **Multiple Interfaces**: Interact from your [Web Browser](./web.md), [Emacs](./emacs.md) or [Obsidian](./obsidian.md)
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### Supported Interfaces
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[![Khoj on Emacs](https://img.shields.io/badge/Emacs-%237F5AB6.svg?&style=for-the-badge&logo=gnu-emacs&logoColor=white)](./emacs.md)
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<span> </span>
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[![Khoj on Obsidian](https://img.shields.io/badge/Obsidian-%23483699.svg?style=for-the-badge&logo=obsidian&logoColor=white)](./obsidian.md)
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### Supported Data Sources
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- markdown*
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- org-mode*
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- pdf*
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- images*
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- [github](./github_integration.md)
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- [notion](./notion_integration.md)
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\* These data sources are offline only.
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If you're using Github or Notion, you can get on a waitlist for [Khoj Cloud](https://khoj.dev).
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