diff --git a/README.org b/README.org
index f8f4e15f..eb025743 100644
--- a/README.org
+++ b/README.org
@@ -15,15 +15,23 @@
      #+end_src
 
 **** 2. Configure
-     Add Content Directories for Semantic Search to Docker-Compose
-     Update [[./docker-compose.yml][docker-compose.yml]] to mount your images, org-mode notes, ledger/beancount directories
-     If required, edit config settings in [[./docker_sample_config.yml][docker_sample_config.yml]].
+     - Add Content Directories for Semantic Search to Docker-Compose
+     - Update [[./docker-compose.yml][docker-compose.yml]] to mount your images, org-mode notes, ledger/beancount directories
+     - If required, edit config settings in [[./docker_sample_config.yml][docker_sample_config.yml]].
 
 **** 3. Run
      #+begin_src shell
      docker-compose up -d
      #+end_src
 
+***** Troubleshooting
+      - The first run will take time. Let it run, it's mostly not hung
+      - Symptom: Errors out with "Killed" in error message
+        - Fix: Increase RAM available to Docker Containers in Docker Settings
+        - Refer: [[https://stackoverflow.com/a/50770267][StackOverflow Solution]], [[https://docs.docker.com/desktop/mac/#resources][Configure Resources on Docker for Mac]]
+      - Symptom: Errors out complaining about Tensors mismatch, null etc
+        - Mitigation: Delete content-type > image section from docker_sample_config.yml
+
 *** Setup on Local Machine
 
 **** 1. Install Dependencies
@@ -42,8 +50,8 @@
        #+end_src
 
 **** 3. Configure
-     Configure application search types and their underlying data source/files in ~sample_config.yml~
-     Use the ~sample_config.yml~ as reference
+     - Configure application search types and their underlying data source/files in ~sample_config.yml~
+     - Use the ~sample_config.yml~ as reference
 
 **** 4. Run
      Load ML model, generate embeddings and expose API to query notes, images, transactions etc specified in config YAML
@@ -67,15 +75,16 @@
 
 ** Upgrade
 
-*** Using Docker
+*** On Docker
     #+begin_src shell
-      docker-compose up
+      docker-compose build
     #+end_src
 
 *** On Local Machine
     #+begin_src shell
       cd semantic-search
       git pull origin master
+      conda deactivate semantic-search
       conda env update -f environment.yml
       conda activate semantic-search
     #+end_src
@@ -84,4 +93,4 @@
    - [[https://huggingface.co/sentence-transformers/msmarco-MiniLM-L-6-v3][MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
    - [[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]]
\ No newline at end of file
+   - Sven Marnach for [[https://github.com/smarnach/pyexiftool/blob/master/exiftool.py][PyExifTool]]
diff --git a/docker-compose.yml b/docker-compose.yml
index f0cd1db8..c1115d87 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -26,7 +26,7 @@ services:
       - ./tests/data/:/data/music/
       # It's ok if you don't have existing embeddings. 
       # You can set this volume to point to an empty folder.
-      - ./tests/data/:/data/generated/
+      - ./tests/data/embeddings/:/data/generated/
 
     # Use 0.0.0.0 to explicitly set the host ip for the service on the container. https://pythonspeed.com/articles/docker-connection-refused/
     command: --host="0.0.0.0" --port=8000 -c=docker_sample_config.yml -vv