diff --git a/doc/code/targets/1_openai_chat_target.ipynb b/doc/code/targets/1_openai_chat_target.ipynb
index 45e28ab1e3..b70343c1c5 100644
--- a/doc/code/targets/1_openai_chat_target.ipynb
+++ b/doc/code/targets/1_openai_chat_target.ipynb
@@ -70,11 +70,25 @@
     "\n",
     "- endpoint: The API endpoint (`OPENAI_CHAT_ENDPOINT` environment variable). For OpenAI, these are just \"https://api.openai.com/v1/chat/completions\". For Ollama, even though `/api/chat` is referenced in its official documentation, the correct endpoint to use is `/v1/chat/completions` to ensure compatibility with OpenAI's response format.\n",
     "- auth: The API key for authentication (`OPENAI_CHAT_KEY` environment variable).\n",
-    "- model_name: The model to use (`OPENAI_CHAT_MODEL` environment variable). For OpenAI, these are any available model name and are listed here: \"https://platform.openai.com/docs/models\".\n"
+    "- model_name: The model to use (`OPENAI_CHAT_MODEL` environment variable). For OpenAI, these are any available model name and are listed here: \"https://platform.openai.com/docs/models\".\n",
+    "\n",
+    "## LM Studio Support\n",
+    "\n",
+    "You can also use `OpenAIChatTarget` with [LM Studio](https://lmstudio.ai), a desktop app for running local LLMs with OpenAI-like endpoints. To set it up with PyRIT:\n",
+    "\n",
+    "- Launch LM Studio, ensure a model is loaded, and verify that the API server is running (typically at `http://127.0.0.1:1234`).\n",
+    "- Be sure to configure your environment variables:\n",
+    "   ```\n",
+    "   OPENAI_CHAT_ENDPOINT=\"http://127.0.0.1:1234/v1/chat/completions\"\n",
+    "   OPENAI_CHAT_MODEL=\"your-model-api-identifier\"  # e.g., \"phi-3.1-mini-128k-instruct\"\n",
+    "   ```\n"
    ]
   }
  ],
  "metadata": {
+  "jupytext": {
+   "main_language": "python"
+  },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
diff --git a/doc/code/targets/1_openai_chat_target.py b/doc/code/targets/1_openai_chat_target.py
index 66fa443d10..e3877f42ee 100644
--- a/doc/code/targets/1_openai_chat_target.py
+++ b/doc/code/targets/1_openai_chat_target.py
@@ -54,3 +54,14 @@
 # - auth: The API key for authentication (`OPENAI_CHAT_KEY` environment variable).
 # - model_name: The model to use (`OPENAI_CHAT_MODEL` environment variable). For OpenAI, these are any available model name and are listed here: "https://platform.openai.com/docs/models".
 #
+# ## LM Studio Support
+#
+# You can also use `OpenAIChatTarget` with [LM Studio](https://lmstudio.ai), a desktop app for running local LLMs with OpenAI-like endpoints. To set it up with PyRIT:
+#
+# - Launch LM Studio, ensure a model is loaded, and verify that the API server is running (typically at `http://127.0.0.1:1234`).
+# - Be sure to configure your environment variables:
+#    ```
+#    OPENAI_CHAT_ENDPOINT="http://127.0.0.1:1234/v1/chat/completions"
+#    OPENAI_CHAT_MODEL="your-model-api-identifier"  # e.g., "phi-3.1-mini-128k-instruct"
+#    ```
+#