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tool calling changes

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This commit is contained in:
Justin Lee 2024-11-08 08:32:35 -08:00
parent bb475d58ae
commit 14dff9745d
2 changed files with 12 additions and 580 deletions
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34
docs/zero_to_hero_guide/03_Tool_Calling101.ipynb
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@ -28,7 +28,7 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
@ -38,7 +38,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@ -195,29 +195,19 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Query: What's the weather like in San Francisco?\n",
"--------------------------------------------------\n",
"\u001b[30m\u001b[0m\u001b[33minference> \u001b[0m\u001b[33m{\n",
"\u001b[0m\u001b[33m \u001b[0m\u001b[33m \"\u001b[0m\u001b[33mtype\u001b[0m\u001b[33m\":\u001b[0m\u001b[33m \"\u001b[0m\u001b[33mfunction\u001b[0m\u001b[33m\",\n",
"\u001b[0m\u001b[33m \u001b[0m\u001b[33m \"\u001b[0m\u001b[33mname\u001b[0m\u001b[33m\":\u001b[0m\u001b[33m \"\u001b[0m\u001b[33mget\u001b[0m\u001b[33m_weather\u001b[0m\u001b[33m\",\n",
"\u001b[0m\u001b[33m \u001b[0m\u001b[33m \"\u001b[0m\u001b[33mparameters\u001b[0m\u001b[33m\":\u001b[0m\u001b[33m {\n",
"\u001b[0m\u001b[33m \u001b[0m\u001b[33m \"\u001b[0m\u001b[33mlocation\u001b[0m\u001b[33m\":\u001b[0m\u001b[33m \"\u001b[0m\u001b[33mSan\u001b[0m\u001b[33m Francisco\u001b[0m\u001b[33m\"\n",
"\u001b[0m\u001b[33m \u001b[0m\u001b[33m }\n",
"\u001b[0m\u001b[33m}\u001b[0m\u001b[97m\u001b[0m\n",
"\u001b[32mCustomTool> {\"temperature\": 72.5, \"conditions\": \"partly cloudy\", \"humidity\": 65.0}\u001b[0m\n",
"\n",
"Query: Tell me the weather in Tokyo tomorrow\n",
"--------------------------------------------------\n",
"\u001b[30m\u001b[0m\u001b[33minference> \u001b[0m\u001b[36m\u001b[0m\u001b[36m{\"\u001b[0m\u001b[36mtype\u001b[0m\u001b[36m\":\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mfunction\u001b[0m\u001b[36m\",\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mname\u001b[0m\u001b[36m\":\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mget\u001b[0m\u001b[36m_weather\u001b[0m\u001b[36m\",\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mparameters\u001b[0m\u001b[36m\":\u001b[0m\u001b[36m {\"\u001b[0m\u001b[36mlocation\u001b[0m\u001b[36m\":\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mTok\u001b[0m\u001b[36myo\u001b[0m\u001b[36m\",\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mdate\u001b[0m\u001b[36m\":\u001b[0m\u001b[36m \"\u001b[0m\u001b[36mtom\u001b[0m\u001b[36morrow\u001b[0m\u001b[36m\"}}\u001b[0m\u001b[97m\u001b[0m\n",
"\u001b[32mCustomTool> {\"temperature\": 90.1, \"conditions\": \"sunny\", \"humidity\": 40.0}\u001b[0m\n"
"ename": "NameError",
"evalue": "name 'HOST' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[4], line 150\u001b[0m\n\u001b[1;32m 147\u001b[0m nest_asyncio\u001b[38;5;241m.\u001b[39mapply()\n\u001b[1;32m 149\u001b[0m \u001b[38;5;66;03m# Run the example\u001b[39;00m\n\u001b[0;32m--> 150\u001b[0m \u001b[38;5;28;01mawait\u001b[39;00m weather_example()\n",
"Cell \u001b[0;32mIn[4], line 124\u001b[0m, in \u001b[0;36mweather_example\u001b[0;34m()\u001b[0m\n\u001b[1;32m 123\u001b[0m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mweather_example\u001b[39m():\n\u001b[0;32m--> 124\u001b[0m client \u001b[38;5;241m=\u001b[39m LlamaStackClient(base_url\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttp://\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mHOST\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m:\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mPORT\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 125\u001b[0m agent \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m create_weather_agent(client)\n\u001b[1;32m 126\u001b[0m session_id \u001b[38;5;241m=\u001b[39m agent\u001b[38;5;241m.\u001b[39mcreate_session(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mweather-session\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
"\u001b[0;31mNameError\u001b[0m: name 'HOST' is not defined"
]
}
],