Update README.md

Author: mlejva

README.md

@@ -180,7 +180,12 @@ await sandbox.notebook.execCell(code, {
 await sandbox.close()
 ```
 
-## How it works
+## Custom E2B sandbox with Code Interpreter SDK
+
+The template requires custom setup. If you want to build your own custom template and use Code Interpreter, look at [README.md](./template/README.md) in the template folder.
+
+
+## How the SDK works
 The code generated by LLMs is often split into code blocks, where each subsequent block references the previous one. This is a common pattern in Jupyter notebooks, where each cell can reference the variables and definitions from the previous cells. In the classical sandbox each code execution is independent and does not share the context with the previous executions.
 
 This is suboptimal for a lot of Python use cases with LLMs. Especially GPT-3.5 and 4 expects it runs in a Jupyter Notebook environment. Even when ones tries to convince it otherwise. In practice, LLMs will generate code blocks which have references to previous code blocks. This becomes an issue if a user wants to execute each code block separately which often is the use case.
@@ -192,6 +197,3 @@ Additionally, this new template also partly implements the [Jupyter Kernel messa
 
 The full and always up-to-date list can be found in the [`requirements.txt`](https://github.com/e2b-dev/E2B/blob/stateful-code-interpreter/sandboxes/code-interpreter-stateful/requirements.txt) file.
 
-## Custom E2B sandbox with Code Interpreter SDK
-
-The template requires custom setup. If you want to build your own custom template and use Code Interpreter, look at [README.md](./template/README.md) in the template folder.