Give the project a short, less generic name. Rename it to Khoj

- Semantic Search was just a placeholder used to test the idea out
  Didn't want to get into naming at that point of time

tests/data/notes/interface_emacs_readme.org

@@ -1,33 +1,33 @@
-* Emacs Semantic Search
-  /An Emacs interface for [[https://github.com/debanjum/semantic-search][semantic-search]]/
+* Emacs Khoj
+  /An Emacs interface for [[https://github.com/debanjum/khoj][khoj]]/
 
 ** Requirements
-   - Install and Run [[https://github.com/debanjum/semantic-search][semantic-search]]
+   - Install and Run [[https://github.com/debanjum/khoj][khoj]]
 
 ** Installation
    - Direct Install
-     - Put ~semantic-search.el~ in your Emacs load path. For e.g ~/.emacs.d/lisp
+     - Put ~khoj.el~ in your Emacs load path. For e.g ~/.emacs.d/lisp
 
      - Load via ~use-package~ in your ~/.emacs.d/init.el or .emacs file by adding below snippet
        #+begin_src elisp
-         ;; Org-Semantic Search Library
-         (use-package semantic-search
-           :load-path "~/.emacs.d/lisp/semantic-search.el"
-           :bind ("C-c s" . 'semantic-search))
+         ;; Khoj Package
+         (use-package khoj
+           :load-path "~/.emacs.d/lisp/khoj.el"
+           :bind ("C-c s" . 'khoj))
        #+end_src
 
    - Use [[https://github.com/quelpa/quelpa#installation][Quelpa]]
      - Ensure [[https://github.com/quelpa/quelpa#installation][Quelpa]], [[https://github.com/quelpa/quelpa-use-package#installation][quelpa-use-package]] are installed
      - Add below snippet to your ~/.emacs.d/init.el or .emacs config file and execute it.
        #+begin_src elisp
-         ;; Org-Semantic Search Library
-         (use-package semantic-search
-           :quelpa (semantic-search :fetcher url :url "https://raw.githubusercontent.com/debanjum/semantic-search/master/interface/emacs/semantic-search.el")
-           :bind ("C-c s" . 'semantic-search))
+         ;; Khoj Package
+         (use-package khoj
+           :quelpa (khoj :fetcher url :url "https://raw.githubusercontent.com/debanjum/khoj/master/interface/emacs/khoj.el")
+           :bind ("C-c s" . 'khoj))
        #+end_src
 
 ** Usage
-   1. Call ~semantic-search~ using keybinding ~C-c s~ or ~M-x semantic-search~
+   1. Call ~khoj~ using keybinding ~C-c s~ or ~M-x khoj~
 
    2. Enter Query in Natural Language
 

tests/data/notes/main_readme.org

@@ -1,7 +1,7 @@
-* Semantic Search
+* Khoj
   /Allow natural language search on user content like notes, images using transformer based models/
 
-  All data is processed locally. User can interface with semantic-search app via [[./interface/emacs/semantic-search.el][Emacs]], API or Commandline
+  All data is processed locally. User can interface with khoj app via [[./interface/emacs/khoj.el][Emacs]], API or Commandline
 
 ** Dependencies
    - Python3
@@ -9,9 +9,9 @@
 
 ** Install
    #+begin_src shell
-   git clone https://github.com/debanjum/semantic-search && cd semantic-search
+   git clone https://github.com/debanjum/khoj && cd khoj
    conda env create -f environment.yml
-   conda activate semantic-search
+   conda activate khoj
    #+end_src
 
 ** Run
@@ -22,16 +22,16 @@
    #+end_src
 
 ** Use
-   - *Semantic Search via Emacs*
-     - [[https://github.com/debanjum/semantic-search/tree/master/interface/emacs#installation][Install]] [[./interface/emacs/semantic-search.el][semantic-search.el]]
-     - Run ~M-x semantic-search <user-query>~ or Call ~C-c C-s~
+   - *Khoj via Emacs*
+     - [[https://github.com/debanjum/khoj/tree/master/interface/emacs#installation][Install]] [[./interface/emacs/khoj.el][khoj.el]]
+     - Run ~M-x khoj <user-query>~ or Call ~C-c C-s~
 
-   - *Semantic Search via API*
+   - *Khoj via API*
      - Query: ~GET~ [[http://localhost:8000/search?q=%22what%20is%20the%20meaning%20of%20life%22][http://localhost:8000/search?q="What is the meaning of life"]]
      - Regenerate Embeddings: ~GET~ [[http://localhost:8000/regenerate][http://localhost:8000/regenerate]]
-     - [[http://localhost:8000/docs][Semantic Search API Docs]]
+     - [[http://localhost:8000/docs][Khoj API Docs]]
 
-   - *Call Semantic Search via Python Script Directly*
+   - *Call Khoj via Python Script Directly*
      #+begin_src shell
      python3 search_types/asymmetric.py \
      --compressed-jsonl .notes.jsonl.gz \