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 # How-to: A hands-on guide
 
-![GraphiQ framework](img/fig1.png)
+<img src="https://raw.githubusercontent.com/graphiq-dev/graphiq/main/docs/img/fig1.png" width="400px" align="center">
 Graphiq is useful for a variety of use-cases when design photonic quantum technologies.
 Here, we will walk a few examples use-cases of the software tools, starting with a simple example of simulating a
 quantum circuit, and then move on to more advanced use-cases.
@@ -29,7 +29,7 @@ under the US Air Force Office of Scientific Research (AFOSR) Grant FA9550-22-1-0
 
 ## What can it do?
 
-![GraphiQ framework](img/fig1.png)
+<img src="https://raw.githubusercontent.com/graphiq-dev/graphiq/main/docs/img/fig1.png" width="750px" align="center">
 
 ## Basic usage