Update Screenshots and Demos in Docs

docs/chat.md

@@ -28,7 +28,7 @@
 2. Type your queries and see response by Khoj from your notes
 
 #### Demo
-![](./assets/khoj_chat_web_interface.png)
+![](./assets/khoj_chat_on_web.png ':size=400px')
 
 ### Details
 1. Your query is used to retrieve the most relevant notes, if any, using Khoj search

docs/demos.md

@@ -1,13 +1,24 @@
 ## Demos
 
-### Interfaces
+### Screenshots
+#### Web
+![](./assets/khoj_search_on_web.png ':size=300px')
+![](./assets/khoj_chat_on_web.png ':size=300px')
 
-![](./assets/interfaces.png)
+#### Obsidian
+![](./assets/khoj_search_on_obsidian.png ':size=300px')
+![](./assets/khoj_chat_on_obsidian.png ':size=300px')
 
-### Khoj in Obsidian
+#### Emacs
+![](./assets/khoj_search_on_emacs.png ':size=300px')
+![](./assets/khoj_chat_on_emacs.png ':size=400px')
+
+
+### Videos
+#### Khoj in Obsidian
 [KhojObsidian](https://github-production-user-asset-6210df.s3.amazonaws.com/6413477/240061700-3e33d8ea-25bb-46c8-a3bf-c92f78d0f56b.mp4 ':include :type=mp4')
 
-#### Installation
+##### Installation
 
 1. Install Khoj via `pip` and start Khoj backend in a terminal (Run `khoj`)
     ```bash
@@ -21,10 +32,10 @@
     - Search \"*Announce plugin to folks*\" in the [Obsidian Plugin docs](https://marcus.se.net/obsidian-plugin-docs/)
     - Jump to the [search result](https://marcus.se.net/obsidian-plugin-docs/publishing/submit-your-plugin)
 
-### Khoj in Emacs, Browser
+#### Khoj in Emacs, Browser
 [KhojEmacs](https://user-images.githubusercontent.com/6413477/184735169-92c78bf1-d827-4663-9087-a1ea194b8f4b.mp4 ':include :type=mp4')
 
-#### Installation
+##### Installation
 
 - Install Khoj via pip
 - Start Khoj app
@@ -32,7 +43,7 @@
 - Search \"*Setup editor*\" on the Web and Emacs. Re-rank the results for better accuracy
 - Top result is what we are looking for, the [section to Install Khoj.el on Emacs](https://github.com/khoj-ai/khoj/tree/master/src/interface/emacs#2-Install-Khojel)
 
-#### Analysis
+##### Analysis
 
 - The results do not have any words used in the query
   - *Based on the top result it seems the re-ranking model understands that Emacs is an editor?*

docs/development.md

@@ -112,3 +112,18 @@ Follow the steps below to [release](https://github.com/debanjum/khoj/releases/)
 *[Interactive Visualization](https://mango-dune-07a8b7110.1.azurestaticapps.net/?repo=debanjum%2Fkhoj)*
 
 ![](./assets/khoj_codebase_visualization_0.2.1.png)
+
+## Visualize Khoj Obsidian Plugin Codebase
+
+![](./assets/khoj_obsidian_codebase_visualization_0.2.1.png)
+
+## Khoj Obsidian Plugin Implementation
+The plugin implements the following functionality to search your notes with Khoj:
+- [X] Open the Khoj search modal via left ribbon icon or the *Khoj: Search* command
+- [X] Render results as Markdown preview to improve readability
+- [X] Configure Khoj via the plugin setting tab on the settings page
+  - Set Obsidian Vault to Index with Khoj. Defaults to all markdown, PDF files in current Vault
+  - Set URL of Khoj backend
+  - Set Number of Search Results to show in Search Modal
+- [X] Allow reranking of result to improve search quality
+- [X] Allow Finding notes similar to current note being viewed

docs/obsidian.md

@@ -12,6 +12,10 @@
   - **Iterative discovery**: Iteratively explore and (re-)discover your notes
   - **Assisted creativity**: Smoothly weave across answers retrieval and content generation
 
+## Interface
+![](./assets/khoj_search_on_obsidian.png ':size=400px')
+![](./assets/khoj_chat_on_obsidian.png ':size=400px')
+
 
 ## Setup
 - *Make sure [python](https://realpython.com/installing-python/) and [pip](https://pip.pypa.io/en/stable/installation/) are installed on your machine*
@@ -104,12 +108,6 @@ To see other notes similar to the current one, run *Khoj: Find Similar Notes* fr
     - Search \"*Announce plugin to folks*\" in the [Obsidian Plugin docs](https://marcus.se.net/obsidian-plugin-docs/)
     - Jump to the [search result](https://marcus.se.net/obsidian-plugin-docs/publishing/submit-your-plugin)
 
-## Interfaces
-### Search Modal
-![](./assets/khoj_on_obsidian_0.2.5.png)
-
-### Chat Modal
-![](./assets/khoj_chat_on_obsidian_0.6.0.png)
 
 ## Troubleshooting
   - Open the Khoj plugin settings pane, to configure Khoj
@@ -119,18 +117,3 @@ To see other notes similar to the current one, run *Khoj: Find Similar Notes* fr
 ## Current Limitations
 - The plugin loads the index of only one vault at a time.<br/>
   So notes across multiple vaults **cannot** be searched at the same time
-
-## Visualize Codebase
-
-![](./assets/khoj_obsidian_codebase_visualization_0.2.1.png)
-
-## Implementation
-The plugin implements the following functionality to search your notes with Khoj:
-- [X] Open the Khoj search modal via left ribbon icon or the *Khoj: Search* command
-- [X] Render results as Markdown preview to improve readability
-- [X] Configure Khoj via the plugin setting tab on the settings page
-  - Set Obsidian Vault to Index with Khoj. Defaults to all markdown, PDF files in current Vault
-  - Set URL of Khoj backend
-  - Set Number of Search Results to show in Search Modal
-- [X] Allow reranking of result to improve search quality
-- [X] Allow Finding notes similar to current note being viewed

docs/search.md

@@ -1,12 +1,14 @@
 ## Khoj Search
-- **Using Obsidian**
-  - Click the *Khoj search* icon 🔎 on the [Ribbon](https://help.obsidian.md/User+interface/Workspace/Ribbon) or Search for *Khoj: Search* in the [Command Palette](https://help.obsidian.md/Plugins/Command+palette)
-- **Using Emacs**
-  - Run `M-x khoj <user-query>`
-- **Using Web**
+### Use
+- **From Web**
   - Open <http://localhost:42110/> in your web browser
-- **Using API**
-  - See the Khoj FastAPI [Swagger Docs](http://localhost:42110/docs), [ReDocs](http://localhost:42110/redocs)
+- **From Obsidian**
+  - Click the *Khoj search* icon 🔎 on the [Ribbon](https://help.obsidian.md/User+interface/Workspace/Ribbon) or Search for *Khoj: Search* in the [Command Palette](https://help.obsidian.md/Plugins/Command+palette)
+- **From Emacs**
+  - Run `M-x khoj <user-query>`
+
+### Demo
+![](./assets/khoj_search_on_web.png ':size=400px')
 
 ### Query Filters
 

docs/setup.md

@@ -22,7 +22,7 @@ Run the following command in your terminal to install the Khoj backend.
 For more detailed Windows installation and troubleshooting, see [Windows Install](./windows_install.md).
 
 
-### 2. Run
+### 2. Start
 
 Run the following commmand from your terminal to start the Khoj backend and open Khoj in your browser.
 
@@ -37,6 +37,8 @@ Note: To start Khoj automatically in the background use [Task scheduler](https:/
 2. Add your OpenAI API key to Chat Feature settings if you want to use Chat
 3. Click `Configure` and wait. The app will download ML models and index the content for search and (optionally) chat
 
+[configure demo](./assets/khoj_configure_on_web.mp4 ':include :type=mp4')
+
 ### 4. Install Interface Plugins (Optional)
 Khoj exposes a web interface to search, chat and configure by default.<br />
 The optional steps below allow using Khoj from within an existing application like Obsidian or Emacs.

docs/windows_install.md

@@ -5,19 +5,19 @@ These steps can be used to setup Khoj on a clean, new Windows 11 machine. It has
 ## Prerequisites
 1. Ensure you have Visual Studio C++ Build tools installed. You can download it [from Microsoft here](https://visualstudio.microsoft.com/visual-cpp-build-tools/). At the minimum, you should have the following configuration:
     <img width="1152" alt="Screenshot 2023-07-12 at 3 56 25 PM" src="https://github.com/khoj-ai/khoj/assets/65192171/b506a858-2f5e-4c85-946b-5422d83f112a">
-3. Ensure you have Python installed. You can check by running `python --version`. If you don't, install the latest version [from here](https://www.python.org/downloads/).
+2. Ensure you have Python installed. You can check by running `python --version`. If you don't, install the latest version [from here](https://www.python.org/downloads/).
     - Ensure you have pip installed: `py -m ensurepip --upgrade`.
 
 ## Quick start
 1. Open a PowerShell terminal.
-7. Run `pip install khoj-assistant`
-8. Start Khoj with `khoj`
+2. Run `pip install khoj-assistant`
+3. Start Khoj with `khoj`
 
 ## Installation in a Virtual Environment
 Use this if you want to install with a virtual environment. This will make it much easier to manage your dependencies. You can read more about [virtual environments](https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/) here.
 
 1. Open a PowerShell terminal with the `Run as Administrator` privileges.
-5. Create a virtual environment: `mkdir khoj && cd khoj && py -m venv .venv`
-6. Activate the virtual environment: `.\.venv\Scripts\activate`. If you get a permissions error, then run `Set-ExecutionPolicy -ExecutionPolicy RemoteSigned`.
-7. Run `pip install khoj-assistant`
-8. Start Khoj with `khoj`
+2. Create a virtual environment: `mkdir khoj && cd khoj && py -m venv .venv`
+3. Activate the virtual environment: `.\.venv\Scripts\activate`. If you get a permissions error, then run `Set-ExecutionPolicy -ExecutionPolicy RemoteSigned`.
+4. Run `pip install khoj-assistant`
+5. Start Khoj with `khoj`