diff --git a/.github/workflows/publish-cheat-sheet.yml b/.github/workflows/publish-cheat-sheet.yml
index 989a51688..0e9729226 100644
--- a/.github/workflows/publish-cheat-sheet.yml
+++ b/.github/workflows/publish-cheat-sheet.yml
@@ -33,6 +33,8 @@ jobs:
         with:
           source: ./doc/cheat_sheet
           destination: ./_site
+      - name: Compile cheat sheet for genAI
+        run: sudo python3 doc/cheat_sheet/_scripts/generate_genAI_cheat_sheet.py -d _site
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v3
 
diff --git a/doc/cheat_sheet/_includes/en/Circuits.md b/doc/cheat_sheet/_includes/en/Circuits.md
index a376732f0..35f24aebd 100644
--- a/doc/cheat_sheet/_includes/en/Circuits.md
+++ b/doc/cheat_sheet/_includes/en/Circuits.md
@@ -1,5 +1,5 @@
 | Imports | `from braket.circuits import Circuit, Gate, Instruction`<br>`from braket.circuits.observables import X` |
-| Create a circuit                  | `circuit = Circuit()`                       |
+| Create a circuit<!-- LLM: . Note that number of qubits is not passed as an argument to the circuit constructor--> | `circuit = Circuit()`|
 | Add gates                         | `circuit.x(0).rx(1, 1.23).cnot(0, 1)` |
 | Get the list of available gates | `[attr for attr in dir(Gate) if attr[0].isupper()]` |
 | Apply a unitary matrix | `circuit.unitary(matrix, [0])` |
diff --git a/doc/cheat_sheet/_scripts/generate_genAI_cheat_sheet.py b/doc/cheat_sheet/_scripts/generate_genAI_cheat_sheet.py
new file mode 100644
index 000000000..84c697409
--- /dev/null
+++ b/doc/cheat_sheet/_scripts/generate_genAI_cheat_sheet.py
@@ -0,0 +1,88 @@
+import argparse
+import io
+import os
+import re
+import requests
+import zipfile
+
+
+def download_zip_file(version=None):
+    if version is None:
+        zip_file_url = "https://github.com/amazon-braket/amazon-braket-sdk-python/zipball/jcjaskula-aws/add_cheat_sheet"
+    else:
+        zip_file_url = f"https://github.com/amazon-braket/amazon-braket-sdk-python/archive/refs/tags/v{version}.zip"
+
+    r = requests.get(zip_file_url)
+    return zipfile.ZipFile(io.BytesIO(r.content))
+
+
+def list_markdown_files(zip_file):
+    cs_folder = os.path.join(zip_file.namelist()[0], "doc/cheat_sheet/_includes/en/")
+    print(cs_folder)
+    excluded_files = ["What-is.md", "Resources.md"]
+
+    zip_files = [
+        os.path.join(cs_folder, file.name)
+        for file in zipfile.Path(zip_file, at=cs_folder).iterdir()
+        if file.name not in excluded_files
+    ]
+    return zip_files
+
+
+def concatenate_files(zip_file, files):
+    content = {}
+    for file in files:
+        filename = os.path.split(file)[-1]
+        content[filename] = []
+        with zip_file.open(file, "r") as f:
+            for line in f.readlines():
+                if '|' not in line.decode():
+                    continue
+                result = re.match(
+                    r"\|\s*(.*)\s*\|\s*(.*)\s*\|", line.decode()
+                )
+                if result and len(result.groups()) == 2:
+                    content[filename].append(
+                        result.groups()
+                    )
+                else:
+                    raise ValueError(f"Invalid line: {line} in {file}")
+    return content
+
+
+def format_and_write(content, destination):
+    with open(os.path.join(destination, "genAI_optimized_cheat_sheet.md"), "w") as f:
+        f.write("# Braket CheatSheet\n\n")
+        for filename, file_content in content.items():
+            f.write(f"**{filename[:-3]}**\n\n")
+            for description, command in file_content:
+                if result := re.match(
+                    r"(.*)\<!--\s*LLM:\s(.*)\s*-->(.*)", description
+                ):
+                    description = "".join(result.groups())
+                f.write(f"***{description.strip()}:***\n\n")
+
+                if result := re.match(
+                    r"(.*)\<!--\s*LLM:\s(.*)\s*-->(.*)", command
+                ):
+                    command = "".join(result.groups())               
+                if "<br>" in command:
+                    command = command.strip().replace('`', '')
+                    f.write("```\n{}\n```\n\n".format(command.replace('<br>', '\n')))
+                else:
+                    f.write(f"{command}\n\n")
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("-d", "--destination", type=str)
+    parser.add_argument("-v", "--version", type=str)
+
+    args = parser.parse_args()
+    version = args.version if args.version else None
+    destination = args.destination if args.destination else "."
+
+    zip_file = download_zip_file(version)
+    markdown_file_names = list_markdown_files(zip_file)
+    content = concatenate_files(zip_file, markdown_file_names)
+    format_and_write(content, destination)