From cc50a4579e6a8a94cc88bacfccc9b85c5a1b88a6 Mon Sep 17 00:00:00 2001
From: Gerard Hernandez <50416421+jaredthejellyfish@users.noreply.github.com>
Date: Mon, 3 Apr 2023 23:13:48 +0200
Subject: [PATCH] Fix spelling and grammar in multi_input_tool.ipynb (#2337)

Changes:
- Corrected the title to use hyphens instead of spaces.
- Fixed a typo in the second paragraph where "therefor" was changed to
"Therefore".
- Added a hyphen between "comma" and "separated" in the last paragraph.

File link:
[multi_input_tool.ipynb](https://github.com/hwchase17/langchain/blob/master/docs/modules/agents/tools/multi_input_tool.ipynb)
---
 docs/modules/agents/tools/multi_input_tool.ipynb | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/docs/modules/agents/tools/multi_input_tool.ipynb b/docs/modules/agents/tools/multi_input_tool.ipynb
index 74887b0ec..e06deba88 100644
--- a/docs/modules/agents/tools/multi_input_tool.ipynb
+++ b/docs/modules/agents/tools/multi_input_tool.ipynb
@@ -1,17 +1,18 @@
 {
  "cells": [
   {
+   "attachments": {},
    "cell_type": "markdown",
    "id": "87455ddb",
    "metadata": {},
    "source": [
-    "# Multi Input Tools\n",
+    "# Multi-Input Tools\n",
     "\n",
     "This notebook shows how to use a tool that requires multiple inputs with an agent.\n",
     "\n",
-    "The difficulty in doing so comes from the fact that an agent decides it's next step from a language model, which outputs a string. So if that step requires multiple inputs, they need to be parsed from that. Therefor, the currently supported way to do this is write a smaller wrapper function that parses that a string into multiple inputs.\n",
+    "The difficulty in doing so comes from the fact that an agent decides its next step from a language model, which outputs a string. So if that step requires multiple inputs, they need to be parsed from that. Therefore, the currently supported way to do this is to write a smaller wrapper function that parses a string into multiple inputs.\n",
     "\n",
-    "For a concrete example, let's work on giving an agent access to a multiplication function, which takes as input two integers. In order to use this, we will tell the agent to generate the \"Action Input\" as a comma separated list of length two. We will then write a thin wrapper that takes a string, splits it into two around a comma, and passes both parsed sides as integers to the multiplication function."
+    "For a concrete example, let's work on giving an agent access to a multiplication function, which takes as input two integers. In order to use this, we will tell the agent to generate the \"Action Input\" as a comma-separated list of length two. We will then write a thin wrapper that takes a string, splits it into two around a comma, and passes both parsed sides as integers to the multiplication function."
    ]
   },
   {