diff --git a/README.md b/README.md
index cdb76ee1..8f7a7a3b 100644
--- a/README.md
+++ b/README.md
@@ -6,54 +6,54 @@ All data is processed locally. User can interface with semantic-search app via [
 
 Dependencies
 ----
-    - Python3
-    - [Miniconda](https://docs.conda.io/en/latest/miniconda.html#latest-miniconda-installer-links)
+  - Python3
+  - [Miniconda](https://docs.conda.io/en/latest/miniconda.html#latest-miniconda-installer-links)
 
 Install
 ---
-    ```sh
-    git clone https://github.com/debanjum/semantic-search && cd semantic-search
-    conda env create -f environment.yml
-    conda activate semantic-search
-    ```
+  ```sh
+  git clone https://github.com/debanjum/semantic-search && cd semantic-search
+  conda env create -f environment.yml
+  conda activate semantic-search
+  ```
 
 Setup
 ---
-    Generate compressed JSONL from specified org-mode files
-    ```sh
-    python3 processor/org-mode/org-to-jsonl.py \
-    --org-files "Schedule.org" "Incoming.org" \
-    --org-directory "~/Notes" \
-    --jsonl-file ".data/notes.jsonl" \
-    --compress \
-    --verbose
-    ```
+  Generate compressed JSONL from specified org-mode files
+  ```sh
+  python3 processor/org-mode/org-to-jsonl.py \
+  --org-files "Schedule.org" "Incoming.org" \
+  --org-directory "~/Notes" \
+  --jsonl-file ".data/notes.jsonl" \
+  --compress \
+  --verbose
+  ```
 
 Run
 ---
-   Load ML model, generate embeddings and expose API interface to run user queries on above org-mode files
-    ```sh
-    python3 main.py -j .data/notes.jsonl.gz -e .data/notes_embeddings.pt
-    ```
+  Load ML model, generate embeddings and expose API interface to run user queries on above org-mode files
+  ```sh
+  python3 main.py -j .data/notes.jsonl.gz -e .data/notes_embeddings.pt
+  ```
     
 Use
 ---
-    - *Calls Semantic Search via Emacs*
-      - `M-x semantic-search "<users-query"`
-      - `C-c C-s`
-    
-    - *Call Semantic Search via API*
-      - `GET` [http://localhost:8000/search?q="What is the meaning of life"](http://localhost:8000/search?q=%22what%20is%20the%20meaning%20of%20life%22)
-    
-    - *Call Semantic Search via Python Script Directly*
-      ```sh
-      python3 search_types/asymmetric.py \
-      -j .data/notes.jsonl.gz \
-      -e .data/notes_embeddings.pt \
-      -n 5 \
-      --verbose \
-      --interactive
-      ```
+  - *Calls Semantic Search via Emacs*
+    - `M-x semantic-search "<user-query>"`
+    - `C-c C-s`
+  
+  - *Call Semantic Search via API*
+    - `GET` [http://localhost:8000/search?q="What is the meaning of life"](http://localhost:8000/search?q=%22what%20is%20the%20meaning%20of%20life%22)
+  
+  - *Call Semantic Search via Python Script Directly*
+    ```sh
+    python3 search_types/asymmetric.py \
+    -j .data/notes.jsonl.gz \
+    -e .data/notes_embeddings.pt \
+    -n 5 \
+    --verbose \
+    --interactive
+    ```
 
 Acknowledgments
 --