typos

intro.ipynb

@@ -14,12 +14,12 @@
     "\n",
     "**TapeAgents** is a framework that leverages a structured, replayable log (**Tape**) of the agent session to facilitate all stages of the LLM Agent development lifecycle. In TapeAgents, the agent reasons by processing the tape and the LLM output to produce new thoughts, actions, control flow steps and append them to the tape. The environment then reacts to the agent’s actions by likewise appending observation steps to the tape.\n",
     "\n",
-    "In this tutorial you will learn:\n",
+    "In this tutorial, you will learn:\n",
     "- how to create TapeAgents using the low-level API\n",
     "- run and resume TapeAgents\n",
     "- have one TapeAgent reuse another TapeAgent's tape as training data\n",
     "\n",
-    "In upcoming versions of this tutorial you will also learn: \n",
+    "In upcoming versions of this tutorial, you will also learn: \n",
     "- how to make a team TapeAgent with subagents\n",
     "- how to build TapeAgents using available high-level APIs\n",
     "- how to build a TapeAgent that streams partial steps\n",
@@ -35,7 +35,7 @@
    "metadata": {},
    "source": [
     "# Setup\n",
-    "We're assuming that you already installed project through the `make setup` or and jupyter notebook is running in the context of the project. If not, please refer to the [README](README.md) for more detailed instructions."
+    "We're assuming that you already installed project through the `make setup` or the jupyter notebook is running in the context of the project. If not, please refer to the [README](README.md) for more detailed instructions."
    ]
   },
   {
@@ -72,7 +72,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In this section we will build the simplest possible \"hello world\" agent. We will then go through all the new concepts that you need to know to understand the code. This section is quite long, but with the solid foundation you acquire here other TapeAgent tutorials will be easy to process.\n",
+    "In this section, we will build the simplest possible \"hello world\" agent. We will then go through all the new concepts that you need to know to understand the code. This section is quite long, but with the solid foundation you acquire here other TapeAgent tutorials will be easy to process.\n",
     "\n",
     "Without further ado, here's the code!"
    ]