FIX: initializer doc fix

doc/code/scoring/prompt_shield_scorer.ipynb

@@ -148,7 +148,7 @@
     "\n",
     "for score in scores:\n",
     "    prompt_text = memory.get_message_pieces(prompt_ids=[str(score.message_piece_id)])[0].original_value\n",
-    "    print(f\"{score} : {prompt_text}\")  # We can see that the attack was detected\n"
+    "    print(f\"{score} : {prompt_text}\")  # We can see that the attack was detected"
    ]
   }
  ],

doc/code/setup/pyrit_initializer.ipynb

@@ -34,7 +34,18 @@
    "execution_count": null,
    "id": "2",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<__main__.CustomInitializer at 0x230d9e527b0>"
+      ]
+     },
+     "execution_count": null,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "from pyrit.common.apply_defaults import set_default_value\n",
     "from pyrit.prompt_target import OpenAIChatTarget\n",
@@ -50,12 +61,15 @@
     "    def execution_order(self) -> int:\n",
     "        return 2  # Lower numbers run first (default is 1)\n",
     "    \n",
-    "    def initialize(self) -> None:\n",
+    "    async def initialize_async(self) -> None:\n",
     "        set_default_value(class_type=OpenAIChatTarget, parameter_name=\"temperature\", value=0.9)\n",
     "\n",
     "    @property\n",
     "    def description(self) -> str:\n",
-    "        return \"Sets custom temperature for OpenAI targets\""
+    "        return \"Sets custom temperature for OpenAI targets\"\n",
+    "    \n",
+    "\n",
+    "CustomInitializer()"
    ]
   },
   {
@@ -80,11 +94,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from pyrit.setup import initialize_pyrit\n",
+    "from pyrit.setup import initialize_pyrit_async\n",
     "from pyrit.setup.initializers import SimpleInitializer\n",
     "\n",
     "# Using built-in initializer\n",
-    "initialize_pyrit(\n",
+    "await initialize_pyrit_async( # type: ignore\n",
     "    memory_db_type=\"InMemory\",\n",
     "    initializers=[SimpleInitializer()]\n",
     ")"
@@ -117,7 +131,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Created: C:\\Users\\rlundeen\\AppData\\Local\\Temp\\tmpgs282kvw\\custom_init.py\n"
+      "Created: C:\\Users\\rlundeen\\AppData\\Local\\Temp\\tmpa2k36reo\\custom_init.py\n"
      ]
     }
    ],
@@ -126,14 +140,14 @@
     "import shutil\n",
     "import tempfile\n",
     "\n",
-    "from pyrit.setup import initialize_pyrit\n",
+    "from pyrit.setup import initialize_pyrit_async\n",
     "\n",
     "temp_dir = tempfile.mkdtemp()\n",
     "script_path = os.path.join(temp_dir, \"custom_init.py\")\n",
     "\n",
     "# This is the simple custom initializer from the \"Creating an Initializer\" section of this notebook\n",
     "script_content = '''\n",
-    "from pyrit.setup.initializers.base import PyRITInitializer\n",
+    "from pyrit.setup.initializers.pyrit_initializer import PyRITInitializer\n",
     "from pyrit.common.apply_defaults import set_default_value\n",
     "from pyrit.prompt_target import OpenAIChatTarget\n",
     "\n",
@@ -146,7 +160,7 @@
     "    def execution_order(self) -> int:\n",
     "        return 2  # Lower numbers run first (default is 1)\n",
     "    \n",
-    "    def initialize(self) -> None:\n",
+    "    async def initialize_async(self) -> None:\n",
     "        set_default_value(class_type=OpenAIChatTarget, parameter_name=\"temperature\", value=0.9)\n",
     "\n",
     "    @property\n",
@@ -161,7 +175,7 @@
     "print(f\"Created: {script_path}\")\n",
     "\n",
     "\n",
-    "initialize_pyrit(\n",
+    "await initialize_pyrit_async( # type: ignore\n",
     "    memory_db_type=\"InMemory\",\n",
     "    initialization_scripts=[temp_dir + \"/custom_init.py\"]\n",
     ")\n",

doc/code/setup/pyrit_initializer.py

@@ -17,7 +17,7 @@
 #
 # ## Execution Order
 #
-# When `initialize_pyrit_async` is called:
+# When `initialize_pyrit` is called:
 # 1. Environment files are loaded (`.env`, `.env.local`)
 # 2. Memory database is configured
 # 3. All initializers are sorted by `execution_order` and executed
@@ -27,10 +27,11 @@
 # %% [markdown]
 # The following is a minimal `PyRITInitializer` class. It doesn't need much! In this case, it sets the default value for temperature for all OpenAIChatTargets to .9.
 
-# %%
 from pyrit.common.apply_defaults import set_default_value
 from pyrit.prompt_target import OpenAIChatTarget
-from pyrit.setup.initializers import PyRITInitializer
+
+# %%
+from pyrit.setup.initializers.pyrit_initializer import PyRITInitializer
 
 
 class CustomInitializer(PyRITInitializer):
@@ -42,14 +43,16 @@ def name(self) -> str:
     def execution_order(self) -> int:
         return 2  # Lower numbers run first (default is 1)
 
-    def initialize(self) -> None:
+    async def initialize_async(self) -> None:
         set_default_value(class_type=OpenAIChatTarget, parameter_name="temperature", value=0.9)
 
     @property
     def description(self) -> str:
         return "Sets custom temperature for OpenAI targets"
 
 
+CustomInitializer()
+
 # %% [markdown]
 # ## Built-in Initializers
 #
@@ -91,7 +94,7 @@ def description(self) -> str:
 
 # This is the simple custom initializer from the "Creating an Initializer" section of this notebook
 script_content = """
-from pyrit.setup.initializers import PyRITInitializer
+from pyrit.setup.initializers.pyrit_initializer import PyRITInitializer
 from pyrit.common.apply_defaults import set_default_value
 from pyrit.prompt_target import OpenAIChatTarget
 
@@ -104,7 +107,7 @@ def name(self) -> str:
     def execution_order(self) -> int:
         return 2  # Lower numbers run first (default is 1)
 
-    def initialize(self) -> None:
+    async def initialize_async(self) -> None:
         set_default_value(class_type=OpenAIChatTarget, parameter_name="temperature", value=0.9)
 
     @property
@@ -119,7 +122,9 @@ def description(self) -> str:
 print(f"Created: {script_path}")
 
 
-await initialize_pyrit_async(memory_db_type="InMemory", initialization_scripts=[temp_dir + "/custom_init.py"])  # type: ignore
+await initialize_pyrit_async(  # type: ignore
+    memory_db_type="InMemory", initialization_scripts=[temp_dir + "/custom_init.py"]
+)
 
 
 if os.path.exists(temp_dir):

doc/code/targets/1_openai_chat_target.ipynb

@@ -81,7 +81,7 @@
     "attack = PromptSendingAttack(objective_target=target)\n",
     "\n",
     "result = await attack.execute_async(objective=jailbreak_prompt)  # type: ignore\n",
-    "await ConsoleAttackResultPrinter().print_conversation_async(result=result)  # type: ignore\n"
+    "await ConsoleAttackResultPrinter().print_conversation_async(result=result)  # type: ignore"
    ]
   },
   {

doc/code/targets/5_multi_modal_targets.ipynb

@@ -150,7 +150,7 @@
     ")\n",
     "\n",
     "result = await attack.execute_async(objective=objective)  # type: ignore\n",
-    "await ConsoleAttackResultPrinter().print_result_async(result=result)  # type: ignore\n"
+    "await ConsoleAttackResultPrinter().print_result_async(result=result)  # type: ignore"
    ]
   },
   {