docs[patch]: Fix caution mdx content block bug in genai doc (#6319)

* docs[patch]: Fix caution mdx content block bug in genai doc

* cr

docs/core_docs/.gitignore

@@ -34,6 +34,26 @@ yarn-error.log*
 
 /.quarto/
 # AUTO_GENERATED_DOCS
+docs/tutorials/rag.md
+docs/tutorials/rag.mdx
+docs/tutorials/query_analysis.md
+docs/tutorials/query_analysis.mdx
+docs/tutorials/qa_chat_history.md
+docs/tutorials/qa_chat_history.mdx
+docs/tutorials/pdf_qa.md
+docs/tutorials/pdf_qa.mdx
+docs/tutorials/local_rag.md
+docs/tutorials/local_rag.mdx
+docs/tutorials/llm_chain.md
+docs/tutorials/llm_chain.mdx
+docs/tutorials/graph.md
+docs/tutorials/graph.mdx
+docs/tutorials/extraction.md
+docs/tutorials/extraction.mdx
+docs/tutorials/classification.md
+docs/tutorials/classification.mdx
+docs/tutorials/chatbot.md
+docs/tutorials/chatbot.mdx
 docs/how_to/trim_messages.md
 docs/how_to/trim_messages.mdx
 docs/how_to/tools_prompting.md
@@ -188,27 +208,29 @@ docs/how_to/assign.md
 docs/how_to/assign.mdx
 docs/how_to/agent_executor.md
 docs/how_to/agent_executor.mdx
-docs/tutorials/rag.md
-docs/tutorials/rag.mdx
-docs/tutorials/query_analysis.md
-docs/tutorials/query_analysis.mdx
-docs/tutorials/qa_chat_history.md
-docs/tutorials/qa_chat_history.mdx
-docs/tutorials/pdf_qa.md
-docs/tutorials/pdf_qa.mdx
-docs/tutorials/local_rag.md
-docs/tutorials/local_rag.mdx
-docs/tutorials/llm_chain.md
-docs/tutorials/llm_chain.mdx
-docs/tutorials/graph.md
-docs/tutorials/graph.mdx
-docs/tutorials/extraction.md
-docs/tutorials/extraction.mdx
-docs/tutorials/classification.md
-docs/tutorials/classification.mdx
-docs/tutorials/chatbot.md
-docs/tutorials/chatbot.mdx
 docs/integrations/llms/mistral.md
 docs/integrations/llms/mistral.mdx
+docs/integrations/chat/togetherai.md
+docs/integrations/chat/togetherai.mdx
+docs/integrations/chat/openai.md
+docs/integrations/chat/openai.mdx
+docs/integrations/chat/ollama.md
+docs/integrations/chat/ollama.mdx
 docs/integrations/chat/mistral.md
-docs/integrations/chat/mistral.mdx
+docs/integrations/chat/mistral.mdx
+docs/integrations/chat/groq.md
+docs/integrations/chat/groq.mdx
+docs/integrations/chat/google_vertex_ai.md
+docs/integrations/chat/google_vertex_ai.mdx
+docs/integrations/chat/google_generativeai.md
+docs/integrations/chat/google_generativeai.mdx
+docs/integrations/chat/fireworks.md
+docs/integrations/chat/fireworks.mdx
+docs/integrations/chat/cohere.md
+docs/integrations/chat/cohere.mdx
+docs/integrations/chat/azure.md
+docs/integrations/chat/azure.mdx
+docs/integrations/chat/anthropic.md
+docs/integrations/chat/anthropic.mdx
+docs/integrations/document_loaders/web_loaders/web_cheerio.md
+docs/integrations/document_loaders/web_loaders/web_cheerio.mdx

docs/core_docs/docs/integrations/chat/google_generativeai.ipynb

@@ -326,23 +326,19 @@
     "```{=mdx}\n",
     "\n",
     ":::caution\n",
+    "\n",
     "The Google GenerativeAI API does not allow tool schemas to contain an object with unknown properties.\n",
     "\n",
-    "For example, the following Zod schema will throw an error:\n",
+    "For example, the following Zod schemas will throw an error:\n",
     "\n",
-    "```typescript\n",
-    "const schema = z.object({\n",
-    "  properties: z.record(z.unknown()), // Not allowed\n",
-    "});\n",
-    "```\n",
+    "`const invalidSchema = z.object({ properties: z.record(z.unknown()) });`\n",
     "\n",
-    "or\n",
+    "and\n",
     "\n",
-    "```typescript\n",
-    "const schema = z.record(z.unknown()); // Not allowed\n",
-    "```\n",
+    "`const invalidSchema2 = z.record(z.unknown());`\n",
     "\n",
     "Instead, you should explicitly define the properties of the object field.\n",
+    "\n",
     ":::\n",
     "\n",
     "```\n"