feat(docbot)📝: Add a new Jupyter notebook for the docbot functionality

- Create a new Jupyter notebook to integrate various documentation tools.
- Set up autoreload for dynamic updates during development.
- Implement code cells for handling documentation checks and updates.

scratch_notebooks/docbot.ipynb

@@ -0,0 +1,121 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%load_ext autoreload\n",
+    "%autoreload 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from llamabot import SimpleBot, StructuredBot\n",
+    "import frontmatter\n",
+    "from pyprojroot import here\n",
+    "from llamabot.cli.docs import UnifiedDiff, MarkdownSourceFile, documentation_information, ood_checker_sysprompt, DocumentationIssues"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Open up the docs/devcontainer.md file and read YAML header\n",
+    "markdown_source_path = here() / \"docs\" / \"devcontainer.md\"\n",
+    "\n",
+    "src_file = MarkdownSourceFile(markdown_source_path)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "doc_checker = StructuredBot(system_prompt=ood_checker_sysprompt(), pydantic_model=DocumentationIssues)\n",
+    "response = doc_checker(documentation_information(src_file, line_numbers=False, issues={}))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "response"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# For each issue in the response, generate a diff hunk against the text file\n",
+    "from llamabot.cli.docs import docwriter_sysprompt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "docwriter = SimpleBot(system_prompt=docwriter_sysprompt())\n",
+    "response = docwriter(documentation_information(src_file, line_numbers=False, issues=response.model_dump()))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import yaml\n",
+    "\n",
+    "with open(markdown_source_path, \"w+\") as f:\n",
+    "    f.write(\"---\\n\")\n",
+    "    # Write the intents to docs\n",
+    "    f.write(yaml.dump(src_file.post.metadata))\n",
+    "    f.write(\"---\\n\")\n",
+    "    f.write(response.content)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "llamabot",
+   "language": "python",
+   "name": "llamabot"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}