Updates

Author: sjrl

tutorials/47_HiTL_Agent.ipynb

@@ -68,18 +68,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "id": "82bdb67e-7187-45d8-8408-49102c8432c4",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdin",
-     "output_type": "stream",
-     "text": [
-      "Enter your OpenAI API key: ········\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "from getpass import getpass\n",
     "import os\n",
@@ -142,30 +134,27 @@
     "    \"\"\"Add two numbers.\"\"\"\n",
     "    return a + b\n",
     "\n",
-    "addition_tool = create_tool_from_function(\n",
-    "    function=addition,\n",
-    "    name=\"addition\",\n",
-    "    description=\"Add two floats together.\",\n",
-    ")\n",
+    "\n",
+    "addition_tool = create_tool_from_function(function=addition, name=\"addition\", description=\"Add two floats together.\")\n",
+    "\n",
     "\n",
     "def get_bank_balance(account_id: str) -> str:\n",
     "    \"\"\"Simulate fetching a bank balance.\"\"\"\n",
     "    return f\"Balance for account {account_id} is $1,234.56\"\n",
     "\n",
+    "\n",
     "balance_tool = create_tool_from_function(\n",
-    "    function=get_bank_balance,\n",
-    "    name=\"get_bank_balance\",\n",
-    "    description=\"Get the bank balance for a given account ID.\",\n",
+    "    function=get_bank_balance, name=\"get_bank_balance\", description=\"Get the bank balance for a given account ID.\"\n",
     ")\n",
     "\n",
+    "\n",
     "def get_phone_number(name: str) -> str:\n",
     "    \"\"\"Simulate fetching a phone number.\"\"\"\n",
     "    return f\"The phone number for {name} is (123) 456-7890\"\n",
     "\n",
+    "\n",
     "phone_tool = create_tool_from_function(\n",
-    "    function=get_phone_number,\n",
-    "    name=\"get_phone_number\",\n",
-    "    description=\"Get the phone number for a given name.\",\n",
+    "    function=get_phone_number, name=\"get_phone_number\", description=\"Get the phone number for a given name.\"\n",
     ")"
    ]
   },
@@ -194,16 +183,13 @@
     "    system_prompt=\"You are a helpful financial assistant. Use the provided tools to answer user questions.\",\n",
     "    confirmation_strategies={\n",
     "        balance_tool.name: BlockingConfirmationStrategy(\n",
-    "            confirmation_policy=AlwaysAskPolicy(),\n",
-    "            confirmation_ui=RichConsoleUI(console=cons),\n",
+    "            confirmation_policy=AlwaysAskPolicy(), confirmation_ui=RichConsoleUI(console=cons)\n",
     "        ),\n",
     "        addition_tool.name: BlockingConfirmationStrategy(\n",
-    "            confirmation_policy=NeverAskPolicy(),\n",
-    "            confirmation_ui=RichConsoleUI(console=cons),\n",
+    "            confirmation_policy=NeverAskPolicy(), confirmation_ui=RichConsoleUI(console=cons)\n",
     "        ),\n",
     "        phone_tool.name: BlockingConfirmationStrategy(\n",
-    "            confirmation_policy=AskOncePolicy(),\n",
-    "            confirmation_ui=RichConsoleUI(console=cons),\n",
+    "            confirmation_policy=AskOncePolicy(), confirmation_ui=RichConsoleUI(console=cons)\n",
     "        ),\n",
     "    },\n",
     ")"
@@ -232,7 +218,7 @@
     "\n",
     "- **y**: Proceed with the tool execution as planned\n",
     "- **n**: Cancel the tool execution; agent will try alternative approaches\n",
-    "- **m**: Edit the tool parameters before execution (advanced)\n",
+    "- **m**: Edit the tool parameters before execution\n",
     "\n",
     "**NOTE**: Custom UIs and Policies can also be implemented by following the respective `ConfirmationUI` and `ConfirmationPolicy` protocols. This allows full flexibility for domain-specific workflows."
    ]
@@ -559,13 +545,12 @@
    "source": [
     "def expense(cost: float, description: str) -> float:\n",
     "    \"\"\"Submit an expense report that has a `cost` and `description`\"\"\"\n",
-    "    # This is where we would add a real submission request \n",
+    "    # This is where we would add a real submission request\n",
     "    return \"Expense report submitted successfully!\"\n",
     "\n",
+    "\n",
     "expense_tool = create_tool_from_function(\n",
-    "    function=expense,\n",
-    "    name=\"expense\",\n",
-    "    description=\"Submit an expense report that has a `cost` and `description`\",\n",
+    "    function=expense, name=\"expense\", description=\"Submit an expense report that has a `cost` and `description`\"\n",
     ")\n",
     "\n",
     "cons = Console()\n",
@@ -580,9 +565,8 @@
     "    ),\n",
     "    confirmation_strategies={\n",
     "        expense_tool.name: BlockingConfirmationStrategy(\n",
-    "            confirmation_policy=BudgetBasedPolicy(cost_threshold=100.0),\n",
-    "            confirmation_ui=RichConsoleUI(console=cons),\n",
-    "        ),\n",
+    "            confirmation_policy=BudgetBasedPolicy(cost_threshold=100.0), confirmation_ui=RichConsoleUI(console=cons)\n",
+    "        )\n",
     "    },\n",
     ")"
    ]
@@ -751,14 +735,6 @@
     "\n",
     "(*Notebook by [Sebastian Husch Lee](https://github.com/sjrl)*)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "27655802-50e2-44aa-904e-78ba1f9b77b8",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {