From e34dde3d1507e341ed5299bf89c87aed98daa040 Mon Sep 17 00:00:00 2001
From: Geonwoo Kim <42592581+toddkim95@users.noreply.github.com>
Date: Mon, 4 Sep 2023 08:15:46 +0900
Subject: [PATCH] docs: Fix `CustomLLM` and `Question_answering` docs (#9782)

### Description
- Update `CustomLLM._call`: Corrected the _call method in CustomLLM to
include **kwargs, ensuring consistency with parent class.
- Update `Question_answering`: To fix `Page not found` error
- https://python.langchain.com/docs/use_cases/code ->
https://python.langchain.com/docs/use_cases/code_understanding

### Issue
N/A

### Dependencies
N/A

### Tag maintainer
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### Twitter handle
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---
 docs/extras/modules/model_io/models/llms/custom_llm.ipynb       | 1 +
 .../use_cases/question_answering/question_answering.ipynb       | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/extras/modules/model_io/models/llms/custom_llm.ipynb b/docs/extras/modules/model_io/models/llms/custom_llm.ipynb
index 2e7e9075239..3ff99dc80dd 100644
--- a/docs/extras/modules/model_io/models/llms/custom_llm.ipynb
+++ b/docs/extras/modules/model_io/models/llms/custom_llm.ipynb
@@ -52,6 +52,7 @@
     "        prompt: str,\n",
     "        stop: Optional[List[str]] = None,\n",
     "        run_manager: Optional[CallbackManagerForLLMRun] = None,\n",
+    "        **kwargs: Any,\n",
     "    ) -> str:\n",
     "        if stop is not None:\n",
     "            raise ValueError(\"stop kwargs are not permitted.\")\n",
diff --git a/docs/extras/use_cases/question_answering/question_answering.ipynb b/docs/extras/use_cases/question_answering/question_answering.ipynb
index fe61c0ad25c..ccadf6debd5 100644
--- a/docs/extras/use_cases/question_answering/question_answering.ipynb
+++ b/docs/extras/use_cases/question_answering/question_answering.ipynb
@@ -14,7 +14,7 @@
     "\n",
     "In this walkthrough we'll go over how to build a question-answering over documents application using LLMs. Two very related use cases which we cover elsewhere are:\n",
     "- [QA over structured data](/docs/use_cases/sql) (e.g., SQL)\n",
-    "- [QA over code](/docs/use_cases/code) (e.g., Python)\n",
+    "- [QA over code](/docs/use_cases/code_understanding) (e.g., Python)\n",
     "\n",
     "![intro.png](/img/qa_intro.png)\n",
     "\n",