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Update main readme to mention chat features
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README.md
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README.md
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[![dockerize](https://github.com/debanjum/khoj/actions/workflows/dockerize.yml/badge.svg)](https://github.com/debanjum/khoj/pkgs/container/khoj)
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[![pypi](https://github.com/debanjum/khoj/actions/workflows/pypi.yml/badge.svg)](https://pypi.org/project/khoj-assistant/)
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*A natural language search engine for your personal notes, transactions and images*
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*A search assistant for your second brain*
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**Supported Plugins**
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- [Credits](#Credits)
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## Features
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- **Natural**: Advanced natural language understanding using Transformer based ML Models
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- **Local**: Your personal data stays local. All search, indexing is done on your machine[\*](https://github.com/debanjum/khoj#beta-api)
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- **Incremental**: Incremental search for a fast, search-as-you-type experience
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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**: Search your Org-mode and Markdown notes, Beancount transactions and Photos
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- **Multiple Interfaces**: Search from your [Web Browser](./src/khoj/interface/web/index.html), [Emacs](./src/interface/emacs/khoj.el) or [Obsidian](./src/interface/obsidian/)
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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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- **Incremental**: Incremental search for a fast, search-as-you-type experience
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- **Chat**
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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, Beancount transactions and Photos
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- **Multiple Interfaces**: Interact from your [Web Browser](./src/khoj/interface/web/index.html), [Emacs](./src/interface/emacs/khoj.el) or [Obsidian](./src/interface/obsidian/)
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## Demos
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### Khoj in Obsidian
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These are the general setup instructions for Khoj.
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- Make sure [python](https://realpython.com/installing-python/) (version 3.10 or lower) and [pip](https://pip.pypa.io/en/stable/installation/) are installed on your machine
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- Check the [Khoj.el Readme](https://github.com/debanjum/khoj/tree/master/src/interface/emacs#Setup) to setup Khoj with Emacs
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- Check the [Khoj.el Readme](https://github.com/debanjum/khoj/tree/master/src/interface/emacs#Setup) to setup Khoj with Emacs<br />
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Its simpler as it can skip the server *install*, *run* and *configure* step below.
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- Check the [Khoj Obsidian Readme](https://github.com/debanjum/khoj/tree/master/src/interface/obsidian#Setup) to setup Khoj with Obsidian<br />
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Its simpler as it can skip the configure step below.
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Its simpler as it can skip the *configure* step below.
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### 1. Install
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