diff --git a/README.md b/README.md
index 665573a..4149b97 100644
--- a/README.md
+++ b/README.md
@@ -14,61 +14,61 @@ If you prefer diving straight into code, we have a growing list of examples of c
 
 - [A vanilla agent that can improve a user prompt](./financial-prompt-optimizer)
 
-<img width="600" height="1062" alt="CleanShot 2025-09-14 at 17 35 36@2x" src="https://github.com/user-attachments/assets/9290b805-baaa-4d83-b6e6-23e460264736" />
+<img width="600" alt="CleanShot 2025-09-14 at 17 35 36@2x" src="https://github.com/user-attachments/assets/9290b805-baaa-4d83-b6e6-23e460264736" />
 
 ---
 
 - [A vanilla agent that retrieves raw widget data](./30-vanilla-agent-raw-widget-data)
 
-<img width="600" height="2068" alt="30-raw-reply-with-context" src="https://github.com/user-attachments/assets/1cc91ed1-a319-4e4b-81bd-ed8c64cf6267" />
+<img width="600"  alt="30-raw-reply-with-context" src="https://github.com/user-attachments/assets/1cc91ed1-a319-4e4b-81bd-ed8c64cf6267" />
 
 ---
 
 - [A vanilla agent that yields reasoning steps to OpenBB Workspace](./31-vanilla-agent-reasoning-steps)
 
-<img width="600" height="856" alt="31-reasoning" src="https://github.com/user-attachments/assets/c7d22ddc-b4c1-4cbd-9c91-fc1ed998d484" />
+<img width="600" alt="31-reasoning" src="https://github.com/user-attachments/assets/c7d22ddc-b4c1-4cbd-9c91-fc1ed998d484" />
 
 ---
 
 - [A vanilla agent that can retrieve data from OpenBB Workspace and produce citations](./32-vanilla-agent-raw-widget-data-citations)
 
-<img width="600" height="2078" alt="32-citations" src="https://github.com/user-attachments/assets/fc3a765f-3b2c-454d-b9b5-5258bffb9278" />
+<img width="600" alt="32-citations" src="https://github.com/user-attachments/assets/fc3a765f-3b2c-454d-b9b5-5258bffb9278" />
 
 ---
 
 - [A vanilla agent that can produce charts](./33-vanilla-agent-charts)
 
-<img width="600" height="2076" alt="33-charts" src="https://github.com/user-attachments/assets/07231b45-38b8-4d1d-aed9-066fdcd7368f" />
+<img width="600" alt="33-charts" src="https://github.com/user-attachments/assets/07231b45-38b8-4d1d-aed9-066fdcd7368f" />
 
 ---
 
 - [A vanilla agent that can produce tables](./34-vanilla-agent-tables)
 
-<img width="600" height="984" alt="34-tables" src="https://github.com/user-attachments/assets/967b1ad4-3064-4236-b397-1a43adaf180c" />
+<img width="600" alt="34-tables" src="https://github.com/user-attachments/assets/967b1ad4-3064-4236-b397-1a43adaf180c" />
 
 ---
 
 - [A vanilla agent that can handle PDF data](./35-vanilla-agent-pdf)
 
-<img width="600" height="2076" alt="35-pdf" src="https://github.com/user-attachments/assets/b6170465-0e63-4055-9cf3-f990e7e43f74" />
+<img width="600" alt="35-pdf" src="https://github.com/user-attachments/assets/b6170465-0e63-4055-9cf3-f990e7e43f74" />
 
 ---
 
 - [A vanilla agent that can handle PDF data and add citations in the document](./36-vanilla-agent-pdf-citations)
 
-<img width="600" height="2038" alt="CleanShot 2025-09-17 at 17 10 39@2x" src="https://github.com/user-attachments/assets/dfd981ad-6371-4aa2-961d-bb404546582a" />
+<img width="600" alt="CleanShot 2025-09-17 at 17 10 39@2x" src="https://github.com/user-attachments/assets/dfd981ad-6371-4aa2-961d-bb404546582a" />
 
 ---
 
 - [A vanilla agent that can access widgets on the dashboard](./36-vanilla-agent-dashboard-widgets)
 
-<img width="600" height="2072" alt="CleanShot 2025-09-14 at 17 06 14@2x" src="https://github.com/user-attachments/assets/7ada11a6-9b23-4e2d-bbd2-c03258606260" />
+<img width="600" alt="CleanShot 2025-09-14 at 17 06 14@2x" src="https://github.com/user-attachments/assets/7ada11a6-9b23-4e2d-bbd2-c03258606260" />
 
 ---
 
 - [A vanilla agent that has custom features](./37-vanilla-agent-custom-features)
 
-<img width="600" height="1514" alt="CleanShot 2025-09-22 at 16 23 42@2x" src="https://github.com/user-attachments/assets/5e6e08d2-3cb9-45cb-95b7-36f7e4d384fd" />
+<img width="600" alt="CleanShot 2025-09-22 at 16 23 42@2x" src="https://github.com/user-attachments/assets/5e6e08d2-3cb9-45cb-95b7-36f7e4d384fd" />
 
 ---
 
@@ -80,7 +80,7 @@ If you prefer diving straight into code, we have a growing list of examples of c
 
 - [A agent that shows how to access widgets from dashboard and context](./40-vanilla-agent-dashboard-widgets)
 
-<img width="600" height="2078" alt="image" src="https://github.com/user-attachments/assets/315212bf-355b-44d9-9d12-736ebcf2c7d0" />
+<img width="600" alt="image" src="https://github.com/user-attachments/assets/315212bf-355b-44d9-9d12-736ebcf2c7d0" />
 
 
 These examples are a good starting point for building your own custom agent if you are interested in a specific feature or use case.