update question_the_docs_opensource notebook

examples/question_the_docs_opensource.ipynb

@@ -567,19 +567,9 @@
     }
    },
    "source": [
-    "## Create a Chat-Completion Component\n",
+    "## Create a LLM Component\n",
     "\n",
-    "In this step, a chat-completion component is created and added to the system. This component is essential for the Q&A functionality:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "3a141ca8-0db8-4bcf-be9b-76e92989a683",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from superduperdb.ext.llm.vllm import VllmModel"
+    "In this step, a LLM component is created and added to the system. This component is essential for the Q&A functionality:"
    ]
   },
   {
@@ -613,7 +603,7 @@
     "llm = VllmModel(identifier='llm',\n",
     "                 model_name='mistralai/Mistral-7B-Instruct-v0.2', \n",
     "                 prompt_template=prompt_template,\n",
-    "                 max_tokens=512)\n",
+    "                 inference_kwargs={\"max_tokens\":512})\n",
     "\n",
     "# Add the llm instance\n",
     "db.add(llm)\n",