diff --git a/docs/guides/advanced-terminal-usage.mdx b/docs/guides/advanced-terminal-usage.mdx
index 745723c6cd..e144638e77 100644
--- a/docs/guides/advanced-terminal-usage.mdx
+++ b/docs/guides/advanced-terminal-usage.mdx
@@ -9,3 +9,4 @@ Magic commands can be used to control the interpreter's behavior in interactive
 - `%undo`: Remove the last message and its response
 - `%save_message [path]`: Save messages to a JSON file
 - `%load_message [path]`: Load messages from a JSON file
+- `%jupyter`: Export the current session to a Jupyter notebook file (.ipynb) to the Downloads folder.
diff --git a/interpreter/terminal_interface/magic_commands.py b/interpreter/terminal_interface/magic_commands.py
index 03281560f8..8a02a966a8 100644
--- a/interpreter/terminal_interface/magic_commands.py
+++ b/interpreter/terminal_interface/magic_commands.py
@@ -2,7 +2,9 @@
 import os
 import subprocess
 import time
+import sys
 
+from datetime import datetime
 from ..core.utils.system_debug_info import system_info
 from .utils.count_tokens import count_messages_tokens
 from .utils.display_markdown_message import display_markdown_message
@@ -55,6 +57,7 @@ def handle_help(self, arguments):
         "%tokens [prompt]": "EXPERIMENTAL: Calculate the tokens used by the next request based on the current conversation's messages and estimate the cost of that request; optionally provide a prompt to also calulate the tokens used by that prompt and the total amount of tokens that will be sent with the next request",
         "%help": "Show this help message.",
         "%info": "Show system and interpreter information",
+        "%jupyter": "Export the conversation to a Jupyter notebook file",
     }
 
     base_message = ["> **Available Commands:**\n\n"]
@@ -172,6 +175,81 @@ def handle_count_tokens(self, prompt):
 
     display_markdown_message("\n".join(outputs))
 
+def get_downloads_path():
+    if os.name == 'nt':
+        # For Windows
+        downloads = os.path.join(os.environ['USERPROFILE'], 'Downloads')
+    else:
+        # For MacOS and Linux
+        downloads = os.path.join(os.path.expanduser('~'), 'Downloads')
+    return downloads
+
+def install_and_import(package):
+    try:
+        module = __import__(package)
+    except ImportError:
+        try:
+            # Install the package silently with pip
+            print("")
+            print(f"Installing {package}...")
+            print("")
+            subprocess.check_call([sys.executable, "-m", "pip", "install", package],
+                    stdout=subprocess.DEVNULL,
+                    stderr=subprocess.DEVNULL
+                )
+            module = __import__(package)
+        except subprocess.CalledProcessError:
+            # If pip fails, try pip3
+            try:
+                subprocess.check_call([sys.executable, "-m", "pip3", "install", package],
+                    stdout=subprocess.DEVNULL,
+                    stderr=subprocess.DEVNULL
+                )
+            except subprocess.CalledProcessError:
+                print(f"Failed to install package {package}.")
+                return
+    finally:
+        globals()[package] = module
+    return module 
+
+def jupyter(self, arguments):
+    # Dynamically install nbformat if not already installed
+    nbformat = install_and_import('nbformat') 
+    from nbformat.v4 import new_notebook, new_code_cell, new_markdown_cell
+
+    downloads = get_downloads_path()
+    current_time = datetime.now()
+    formatted_time = current_time.strftime("%m-%d-%y-%I%M%p")
+    filename = f"open-interpreter-{formatted_time}.ipynb"
+    notebook_path = os.path.join(downloads, filename)
+    nb = new_notebook()
+    cells = []
+    
+    for msg in self.messages:
+            if msg['role'] == 'user' and msg['type'] == 'message':
+                # Prefix user messages with '>' to render them as block quotes, so they stand out
+                content = f"> {msg['content']}"
+                cells.append(new_markdown_cell(content))
+            elif msg['role'] == 'assistant' and msg['type'] == 'message':
+                cells.append(new_markdown_cell(msg['content']))
+            elif msg['type'] == 'code':
+                # Handle the language of the code cell
+                if 'format' in msg and msg['format']:
+                    language = msg['format']
+                else:
+                    language = 'python'  # Default to Python if no format specified
+                code_cell = new_code_cell(msg['content'])
+                code_cell.metadata.update({"language": language})
+                cells.append(code_cell)
+    
+    nb['cells'] = cells
+    
+    with open(notebook_path, 'w', encoding='utf-8') as f:
+        nbformat.write(nb, f)
+    
+    print("")
+    display_markdown_message(f"Jupyter notebook file exported to {os.path.abspath(notebook_path)}")
+
 
 def handle_magic_command(self, user_input):
     # Handle shell
@@ -191,6 +269,7 @@ def handle_magic_command(self, user_input):
         "undo": handle_undo,
         "tokens": handle_count_tokens,
         "info": handle_info,
+        "jupyter": jupyter,
     }
 
     user_input = user_input[1:].strip()  # Capture the part after the `%`