diff --git a/README.org b/README.org
index c6ac0f26..558cd6c1 100644
--- a/README.org
+++ b/README.org
@@ -1,9 +1,9 @@
 [[https://github.com/debanjum/khoj/actions/workflows/test.yml/badge.svg]] [[https://github.com/debanjum/khoj/actions/workflows/build.yml/badge.svg]]
 
 * Khoj
-  /Allow natural language search on user content like notes, images, transactions using transformer ML models/
+  /Natural language search for your notes, transactions and images using transformer ML models/
 
-  User can interface with Khoj via [[./src/interface/web/index.html][Web]], [[./src/interface/emacs/khoj.el][Emacs]] or the API. All search is done locally[[https://github.com/debanjum/khoj#miscellaneous][*]]
+  Interface with Khoj via [[./src/interface/web/index.html][Web]], [[./src/interface/emacs/khoj.el][Emacs]] or the [[http://localhost:8000/docs][API]]. All search is done locally[[https://github.com/debanjum/khoj#miscellaneous][*]]
 
 ** Demo
    https://user-images.githubusercontent.com/6413477/168417719-8a8bc4e5-8404-42b2-89a7-4493e3d2582c.mp4
@@ -27,16 +27,20 @@
     /Note: The first run will take time. Let it run, it's mostly not hung, just generating embeddings/
 
 ** Use
-   - *Khoj via API*
-     - See [[http://localhost:8000/docs][Khoj API Docs]]
-     - [[http://localhost:8000/search?q=%22what%20is%20the%20meaning%20of%20life%22][Query]]
-     - [[http://localhost:8000/regenerate?t=ledger][Regenerate Embeddings]]
-     - [[https://localhost:8000/ui][Configure Application]]
+
+   - *Khoj via Web*
+     - Go to [[http://localhost:8000/]] or open [[./src/interface/web/index.html][index.html]] in your browser
 
    - *Khoj via Emacs*
      - [[https://github.com/debanjum/khoj/tree/master/src/interface/emacs#installation][Install]] [[./src/interface/emacs/khoj.el][khoj.el]]
      - Run ~M-x khoj <user-query>~
 
+   - *Khoj via API*
+     - See [[http://localhost:8000/docs][Khoj FastAPI Docs]]
+     - [[http://localhost:8000/search?q=%22what%20is%20the%20meaning%20of%20life%22][Query]]
+     - [[http://localhost:8000/regenerate?t=ledger][Regenerate Embeddings]]
+     - [[https://localhost:8000/ui][Configure Application]]
+
 ** Run Unit tests
 
   #+begin_src shell
@@ -101,6 +105,7 @@
 
 ** Acknowledgments
    - [[https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1][Multi-QA MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
+   - [[https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2][All MiniLM Model]] for Symmetric Text Search
    - [[https://github.com/openai/CLIP][OpenAI CLIP Model]] for Image Search. See [[https://www.sbert.net/examples/applications/image-search/README.html][SBert Documentation]]
    - Charles Cave for [[http://members.optusnet.com.au/~charles57/GTD/orgnode.html][OrgNode Parser]]
    - Sven Marnach for [[https://github.com/smarnach/pyexiftool/blob/master/exiftool.py][PyExifTool]]