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| 1 | +import asyncio |
| 2 | +import volcenginesdkarkruntime as ark |
| 3 | +from pydantic import BaseModel |
| 4 | +import rich |
| 5 | +from volcenginesdkarkruntime import AsyncArk |
| 6 | + |
| 7 | +# Authentication |
| 8 | +# 1.If you authorize your endpoint using an API key, you can set your api key to environment variable "ARK_API_KEY" |
| 9 | +# or specify api key by Ark(api_key="${YOUR_API_KEY}"). |
| 10 | +# Note: If you use an API key, this API key will not be refreshed. |
| 11 | +# To prevent the API from expiring and failing after some time, choose an API key with no expiration date. |
| 12 | + |
| 13 | +# 2.If you authorize your endpoint with Volcengine Identity and Access Management(IAM), set your api key to environment variable "VOLC_ACCESSKEY", "VOLC_SECRETKEY" |
| 14 | +# or specify ak&sk by Ark(ak="${YOUR_AK}", sk="${YOUR_SK}"). |
| 15 | +# To get your ak&sk, please refer to this document(https://www.volcengine.com/docs/6291/65568) |
| 16 | +# For more information,please check this document(https://www.volcengine.com/docs/82379/1263279) |
| 17 | + |
| 18 | +client = AsyncArk() |
| 19 | + |
| 20 | + |
| 21 | +class GetWeather(BaseModel): |
| 22 | + city: str |
| 23 | + country: str |
| 24 | + |
| 25 | + |
| 26 | +async def main(): |
| 27 | + # Non-stream parsing |
| 28 | + print("----- standard request -----") |
| 29 | + completion = await client.beta.chat.completions.parse( |
| 30 | + model="${YOUR_ENDPOINT_ID}", |
| 31 | + messages=[ |
| 32 | + {"role": "user", "content": "What's the weather like in hangzhou?"} |
| 33 | + ], |
| 34 | + tools=[ |
| 35 | + ark.pydantic_function_tool(GetWeather), |
| 36 | + ], |
| 37 | + ) |
| 38 | + |
| 39 | + tool_call = (completion.choices[0].message.tool_calls or [])[0] |
| 40 | + rich.print(tool_call.function) |
| 41 | + assert isinstance(tool_call.function.parsed_arguments, GetWeather) |
| 42 | + print(tool_call.function.parsed_arguments.city) |
| 43 | + print("----\n") |
| 44 | + |
| 45 | + # stream parsing |
| 46 | + print("----- streaming request -----") |
| 47 | + async with client.beta.chat.completions.stream( |
| 48 | + model="${YOUR_ENDPOINT_ID}", |
| 49 | + messages=[ |
| 50 | + {"role": "user", "content": "What's the weather like in hangzhou?"} |
| 51 | + ], |
| 52 | + tools=[ |
| 53 | + ark.pydantic_function_tool(GetWeather, name="get_weather"), |
| 54 | + ], |
| 55 | + ) as stream: |
| 56 | + async for event in stream: |
| 57 | + if event.type == "tool_calls.function.arguments.delta" or event.type == "tool_calls.function.arguments.done": |
| 58 | + rich.get_console().print(event, width=80) |
| 59 | + print("----\n") |
| 60 | + rich.print(stream.get_final_completion()) |
| 61 | + |
| 62 | + |
| 63 | +if __name__ == "__main__": |
| 64 | + asyncio.run(main()) |
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