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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "6f0f5f02-c8e9-43a9-853d-12bb3c19dbe8",
"metadata": {},
"outputs": [],
"source": [
"from pydantic import BaseModel"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "94244a1e-e55a-4954-885e-4558797c6fe3",
"metadata": {},
"outputs": [],
"source": [
"from llama_index.llms import OpenAI"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "641f36c7-0aa3-4146-9840-bfb0d4d78b4d",
"metadata": {},
"outputs": [],
"source": [
"from llama_index.core.tools import BaseTool, FunctionTool"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "cb20cd13-20fd-4303-acde-b7abe0b48e39",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "ab4d1a52-84be-492f-8275-3da20d854cb6",
"metadata": {},
"outputs": [],
"source": [
"class Song(BaseModel):\n",
" \"\"\"A song with name and artist\"\"\"\n",
"\n",
" name: str\n",
" artist: str"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a5822b1d-32ef-4b68-8629-a727ff51cd0a",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "63332a44-9441-4f49-85a2-934e2c55a362",
"metadata": {},
"outputs": [],
"source": [
"song_fn = FunctionTool.from_defaults(fn=Song)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ef0d7d67-9855-47ea-8569-7bfb20b03a07",
"metadata": {},
"outputs": [],
"source": [
"response = OpenAI().complete(\"Generate a song\", tools=[song_fn])\n",
"tool_calls = response.additional_kwargs[\"tool_calls\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "bca4c0b2-5165-4943-af1f-d3168ee88fcd",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.18"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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