diff --git a/examples/semantic-search-replace.md b/examples/semantic-search-replace.md
new file mode 100644
index 000000000..7bfaba791
--- /dev/null
+++ b/examples/semantic-search-replace.md
@@ -0,0 +1,90 @@
+> Aider did a nice job of "semantic search and replace" here. 
+> Notice that it isn't replacing exact strings.
+> It's dealing with various formatting and semantic differences in the calls that it is updating.
+
+*Loading aider/coder.py*  
+
+---
+
+#### coder.py> replace all the self.console.print() calls that contain [red] with calls to self.io.tool_error() with [red] removed from the string
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+            self.console.print(
+                f"[red]This tool will almost certainly fail to work with {main_model}"
+            )
+=======
+            self.io.tool_error(f"This tool will almost certainly fail to work with {main_model}")
+>>>>>>> UPDATED
+```
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+            self.console.print("[red]No suitable git repo, will not automatically commit edits.")
+=======
+            self.io.tool_error("No suitable git repo, will not automatically commit edits.")
+>>>>>>> UPDATED
+```
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+            self.console.print("[red]Files are not in a git repo.")
+=======
+            self.io.tool_error("Files are not in a git repo.")
+>>>>>>> UPDATED
+```
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+            self.console.print("[red]Files are in different git repos.")
+=======
+            self.io.tool_error("Files are in different git repos.")
+>>>>>>> UPDATED
+```
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+                self.console.print("[red]Skipped adding new files to the git repo.")
+=======
+                self.io.tool_error("Skipped adding new files to the git repo.")
+>>>>>>> UPDATED
+```
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+            self.console.print("[red]Warning: no changes found in tracked files.")
+=======
+            self.io.tool_error("Warning: no changes found in tracked files.")
+>>>>>>> UPDATED
+```
+
+```
+aider/coder.py
+<<<<<<< ORIGINAL
+            self.console.print("[red]Malformed ORIGINAL/UPDATE blocks, retrying...")
+            self.console.print("[red]", Text(err))
+=======
+            self.io.tool_error("Malformed ORIGINAL/UPDATE blocks, retrying...")
+            self.io.tool_error(Text(err))
+>>>>>>> UPDATED
+```
+
+Please note that I couldn't find the `self.io.tool_error()` method in the provided code. You may need to create this method in the appropriate class or provide the correct method name to replace the `self.console.print()` calls.
+
+*Applied edit to aider/coder.py*  
+*Applied edit to aider/coder.py*  
+*Applied edit to aider/coder.py*  
+*Applied edit to aider/coder.py*  
+*Applied edit to aider/coder.py*  
+*Applied edit to aider/coder.py*  
+*Applied edit to aider/coder.py*  
+
+*919cfc2 aider: Replaced all self.console.print() calls with self.io.tool_error() calls with  removed from the string.*  
+
+