Alibaba Cloud Model Studio:Runs (Usang)

HTTP

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_cc2a3e9d-436b-482b-91c5-377e0f376506/runs' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
    "assistant_id": "asst_46e95014-ccac-435d-b884-c97ac44a94d9",
    "metadata": {}
}'

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_cc2a3e9d-436b-482b-91c5-377e0f376506/runs' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
    "assistant_id": "asst_46e95014-ccac-435d-b884-c97ac44a94d9",
    "metadata": {},
    "stream": true
}'

Non-streaming

{
    "id": "run_3de634fa-75d4-4370-adcf-92ba2a60c396",
    "object": "thread.run",
    "created_at": 1711517598169,
    "thread_id": "thread_cc2a3e9d-436b-482b-91c5-377e0f376506",
    "assistant_id": "asst_46e95014-ccac-435d-b884-c97ac44a94d9",
    "status": "in_progress",
    "model": "qwen-max",
    "instructions": "You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.",
    "tools": [
        {
            "type": "search"
        },
        {
            "type": "text_to_image"
        }
    ],
    "metadata": {},
    "request_id": "225292ff-9843-95d4-8591-b1377c33e2be"
}

Streaming

event:thread.created
data:{"id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","object":"thread","created_at":1714448101977,"metadata":{},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.created
data:{"id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","object":"thread.run","created_at":1714448101996,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"queued","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":null,"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.queued
data:{"id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","object":"thread.run","created_at":1714448101996,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"queued","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":null,"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.in_progress
data:{"id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","object":"thread.run","created_at":1714448101996,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"in_progress","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":null,"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.step.created
data:{"id":"step_52c42910-4993-496d-a7f3-ecd4cf007839","object":"thread.run.step","created_at":1714448102574,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","run_id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","type":"message_creation","status":"in_progress","step_details":{"type":"message_creation","message_creation":{"message_id":"message_f4f68f6b-6003-4115-8f20-3ea590137502"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.step.in_progress
data:{"id":"step_52c42910-4993-496d-a7f3-ecd4cf007839","object":"thread.run.step","created_at":1714448102574,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","run_id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","type":"message_creation","status":"in_progress","step_details":{"type":"message_creation","message_creation":{"message_id":"message_f4f68f6b-6003-4115-8f20-3ea590137502"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.created
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message","created_at":1714448102574,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","incomplete_details":null,"completed_at":null,"incomplete_at":null,"role":"assistant","content":[],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","file_ids":[],"metadata":{},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.in_progress
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message","created_at":1714448102574,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","incomplete_details":null,"completed_at":null,"incomplete_at":null,"role":"assistant","content":[],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","file_ids":[],"metadata":{},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.delta
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"9","annotations":[]}}],"file_ids":[]},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.delta
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"9","annotations":[]}}],"file_ids":[]},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.delta
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"9","annotations":[]}}],"file_ids":[]},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.delta
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":" multiplied by 998","annotations":[]}}],"file_ids":[]},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.delta
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":" equals 997002.","annotations":[]}}],"file_ids":[]},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.delta
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"","annotations":[]}}],"file_ids":[]},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.message.completed
data:{"id":"message_f4f68f6b-6003-4115-8f20-3ea590137502","object":"thread.message","created_at":1714448102574,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","incomplete_details":null,"completed_at":1714448104154,"incomplete_at":null,"role":"assistant","content":[{"type":"text","text":{"value":"999 multiplied by 998 equals 997002.","annotations":[]}}],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","file_ids":[],"metadata":{},"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.step.completed
data:{"id":"step_52c42910-4993-496d-a7f3-ecd4cf007839","object":"thread.run.step","created_at":1714448102574,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","run_id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","type":"message_creation","status":"completed","step_details":{"type":"message_creation","message_creation":{"message_id":"message_f4f68f6b-6003-4115-8f20-3ea590137502"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1714448104154,"metadata":{},"usage":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:thread.run.completed
data:{"id":"run_04fba6a3-3ac9-42e8-ba2b-9b5c889a8d58","object":"thread.run","created_at":1714448101996,"thread_id":"thread_5b7824dc-dbf9-4538-b214-624ee199caa4","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"completed","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":{"input_tokens":419,"output_tokens":16,"total_tokens":435},"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"f38314af-21c4-945e-acdc-cb9765d1d48f"}

event:done
data:[DONE]

Sebuah objek waktu proses.

SDK

import dashscope
import os
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
stream_iterator = dashscope.Runs.create(
    'thread_id',  # Ganti dengan thread_id sebenarnya
    # Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API DashScope Anda: api_key="sk-xxx"
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    assistant_id='assistant_id',  # Ganti dengan assistant_id sebenarnya
    stream=True
)
for event, msg in stream_iterator:
    print(event)
    print(msg)

import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.InvalidateParameter;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.threads.runs.AssistantStreamMessage;
import com.alibaba.dashscope.threads.runs.RunParam;
import com.alibaba.dashscope.threads.runs.Runs;
import io.reactivex.Flowable;
import com.alibaba.dashscope.utils.Constants;

public class Main {
    static {
        Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
    }
    public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
        Runs runs = new Runs();
        // Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API DashScope Anda: apiKey("sk-xxx")
        RunParam runParam = RunParam.builder()
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                .assistantId("assistantId")
                .stream(true)
                .build();
        Flowable<AssistantStreamMessage> run = runs.createStream("threadId", runParam);
    }
}

Dalam mode keluaran streaming, event dan data event dikembalikan, seperti pada contoh berikut:

thread.run.created
{'tools': [{'type': 'quark_search'}], 'required_action': None, 'id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'object': 'thread.run', 'created_at': 1714460227904, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'status': 'queued', 'last_error': None, 'expires_at': None, 'started_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'model': 'qwen-max', 'instructions': 'You are a helpful assistant. When asked a question, use tools wherever possible.', 'file_ids': [], 'metadata': {}, 'usage': None, 'temperature': None, 'top_p': None, 'top_k': None, 'max_tokens': None, 'truncation_strategy': None, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.queued
{'tools': [{'type': 'quark_search'}], 'required_action': None, 'id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'object': 'thread.run', 'created_at': 1714460227904, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'status': 'queued', 'last_error': None, 'expires_at': None, 'started_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'model': 'qwen-max', 'instructions': 'You are a helpful assistant. When asked a question, use tools wherever possible.', 'file_ids': [], 'metadata': {}, 'usage': None, 'temperature': None, 'top_p': None, 'top_k': None, 'max_tokens': None, 'truncation_strategy': None, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.in_progress
{'tools': [{'type': 'quark_search'}], 'required_action': None, 'id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'object': 'thread.run', 'created_at': 1714460227904, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'status': 'in_progress', 'last_error': None, 'expires_at': None, 'started_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'model': 'qwen-max', 'instructions': 'You are a helpful assistant. When asked a question, use tools wherever possible.', 'file_ids': [], 'metadata': {}, 'usage': None, 'temperature': None, 'top_p': None, 'top_k': None, 'max_tokens': None, 'truncation_strategy': None, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.created
{'step_details': {'tool_calls': [], 'type': 'tool_calls'}, 'usage': None, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step', 'created_at': 1714460228960, 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'type': 'tool_calls', 'status': 'in_progress', 'expired_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200, 'last_error': None}
thread.run.step.in_progress
{'step_details': {'tool_calls': [], 'type': 'tool_calls'}, 'usage': None, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step', 'created_at': 1714460228960, 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'type': 'tool_calls', 'status': 'in_progress', 'expired_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200, 'last_error': None}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'type': 'quark_search', 'quark_search': {'arguments': ''}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'type': 'quark_search', 'quark_search': {'arguments': '{"query": "'}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'type': 'quark_search', 'quark_search': {'arguments': 'Today Beijing weather"}'}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'type': 'quark_search', 'quark_search': {'arguments': ''}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'type': 'quark_search', 'quark_search': {'arguments': ''}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'type': 'quark_search', 'plugin_name': {'output': '{"success": true, "errorCode": null, "errorMsg": null, "data": [{"title": "Weather in Beijing, China", "url": null, "desc": "Real-time weather: sunny, temperature 24 degrees, feels like 23 degrees, west wind level 1, moderate temperature, very comfortable. For the 15-day weather forecast, click here.", "type": "weather_moji", "original": null, "query": null, "source": null}, {"title": "Beijing Meteorological Bureau", "url": "http://bj.cma.gov.cn/fzlm/index.html", "desc": "36-hour weather forecast (released by Beijing Meteorological Bureau at 05:24:58 on January 25, 2024) Today daytime: Maximum temperature 5°C, sunny to partly cloudy, north wind level 3 with gusts up to level 5, turning to level 2. Tonight: Minimum temperature -5°C, sunny, north wind level 2 turning to level 3. Tomorrow daytime: Maximum temperature 5°C, sunny, wind level 3 turning to level 1...", "type": "structure_web_info", "original": null, "query": null, "source": "Beijing Meteorological Bureau"}, {"title": "Beijing", "url": "https://m.weather.com.cn/mweather/101010100.shtml?_t=1480291523052", "desc": "Beijing weather forecast, timely and accurate release of weather information from the Central Meteorological Administration, convenient query of Beijing's weather today, Beijing's weekend weather, Beijing's one-week weather forecast, Beijing's blue sky forecast, Beijing's weather forecast, Beijing's 40-day weather forecast, and also provides Beijing's life index, health index, ...", "type": "normal", "original": null, "query": null, "source": "China Weather"}, {"title": "Moji Weather Official Chinese Website", "url": "https://m.moji.com/", "desc": "Moji Weather forecast app, used by about 650 million people worldwide, supports weather forecast queries for more than 200,000 cities and regions in 199 countries. Download the Moji Weather forecast app to monitor sunny, cloudy, rainy, and snowy conditions in real time, along with real-time air quality and air quality level forecasts.", "type": "structure_web_info", "original": null, "query": null, "source": "Moji Weather Mobile Version"}, {"title": "Beijing", "url": "http://sq.weather.com.cn/mweather15d/101010100.shtml?from=singlemessage", "desc": "Beijing weather forecast, timely and accurate release of weather information from the Central Meteorological Administration, convenient query of Beijing's weather today, Beijing's weekend weather, Beijing's one-week weather forecast, Beijing's blue sky forecast, Beijing's weather forecast, Beijing's 40-day weather forecast, and also provides Beijing's life index, health index, ...", "type": "structure_web_info", "original": null, "query": null, "source": "China Weather Network"}, {"title": "Toutiao News", "url": null, "desc": "China Weather Network reported 1 day ago: Forecast, Warning, Radar, Cloud Map, Weather Map, Professional Products, Information, Video, Solar Terms, My Sky ... Prince Gong's Mansion, Beijing Olympic Park, Olympic Forest Park, Beijing Shijingshan Amusement Park, Jinhai Lake, Jingdong Grand Canyon Tourist Area, Ming Tombs, Yinshan Pagoda Forest Scenic Area, China Aviation Museum, Beijing Happy Valley, Beijing China...", "type": "news_uchq", "original": null, "query": null, "source": null}, {"title": "Beijing", "url": "http://www.weather.com.cn/weather1d/101010100.shtml", "desc": "Beijing weather forecast, timely and accurate release of weather information from the Central Meteorological Administration, convenient query of Beijing's weather today, Beijing's weekend weather, Beijing's one-week weather forecast, Beijing's 15-day...", "type": "structure_web_info", "original": null, "query": null, "source": "China Weather Network"}, {"title": "Beijing 24-hour weather query_Beijing today's weather forecast query_2345 Weather King", "url": "http://waptianqi.2345.com/24hour-54511.htm", "desc": "2345 Weather Forecast provides you with the latest Beijing weather, 24-hour weather conditions, and other information in a timely manner, and also provides the daily meteorological index for Beijing.", "type": "structure_web_info", "original": null, "query": null, "source": "2345 Weather King"}, {"title": "Beijing 15-day weather details", "url": "http://waptianqi.2345.com/beijing-54511.htm", "desc": "2345 Weather Forecast provides Beijing weather forecasts, and future 15-day weather for Beijing. Through 2345 Weather Forecast, you can get detailed information about the weather forecast for Beijing and surrounding areas for the next 15 and 30 days, including temperature, air quality, precipitation, wind force, atmospheric pressure, ultraviolet intensity, etc.!", "type": "structure_web_info", "original": null, "query": null, "source": "2345 Weather King"}, {"title": "Beijing weather forecast for 15 days", "url": "https://m.tianqi.com/beijing/15/", "desc": "Beijing weather forecast 15-day details: 12/11 Today Light Snow -2~2 ℃ 12/12 Tomorrow Cloudy to Light Snow -2~2 ℃ 12/13 The day after tomorrow Light Snow -5~0 ℃ 12/14 Thursday Light Snow -5~-1 ℃ 12/15 Friday Overcast to Cloudy -10~-2 ℃ 12/16 Saturday Sunny -10~-3 ℃ 12/17 ...", "type": "structure_web_info", "original": null, "query": null, "source": "Weather Network"}, {"title": "Beijing Weather", "url": "https://t.8684.com/beijing_beijing", "desc": "Beijing weather forecast for one week and 15 days, Beijing weather forecast, Beijing weather forecast for one week, Beijing weather forecast for 15 days, Beijing weather forecast for this week, Beijing weather forecast for next week, Beijing weather forecast for 15 days query, Beijing weather forecast for 10 days", "type": "structure_web_info", "original": null, "query": null, "source": "8684 Weather"}], "requestId": null, "failed": false}'}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'quark_search': {'output': ''}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.delta
{'delta': {'step_details': {'tool_calls': [{'quark_search': {'output': ''}}], 'type': 'tool_calls'}}, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.completed
{'step_details': {'tool_calls': [{'type': 'quark_search', 'plugin_name': {'arguments': '{"query": "Today Beijing weather"}', 'output': '{"success": true, "errorCode": null, "errorMsg": null, "data": [{"title": "Weather in Beijing, China", "url": null, "desc": "Real-time weather: sunny, temperature 24 degrees, feels like 23 degrees, west wind level 1, moderate temperature, very comfortable. For the 15-day weather forecast, click here.", "type": "weather_moji", "original": null, "query": null, "source": null}, {"title": "Beijing Meteorological Bureau", "url": "http://bj.cma.gov.cn/fzlm/index.html", "desc": "36-hour weather forecast (released by Beijing Meteorological Bureau at 05:24:58 on January 25, 2024) Today daytime: Maximum temperature 5°C, sunny to partly cloudy, north wind level 3 with gusts up to level 5, turning to level 2. Tonight: Minimum temperature -5°C, sunny, north wind level 2 turning to level 3. Tomorrow daytime: Maximum temperature 5°C, sunny, wind level 3 turning to level 1...", "type": "structure_web_info", "original": null, "query": null, "source": "Beijing Meteorological Bureau"}, {"title": "Beijing", "url": "https://m.weather.com.cn/mweather/101010100.shtml?_t=1480291523052", "desc": "Beijing weather forecast, timely and accurate release of weather information from the Central Meteorological Administration, convenient query of Beijing's weather today, Beijing's weekend weather, Beijing's one-week weather forecast, Beijing's blue sky forecast, Beijing's weather forecast, Beijing's 40-day weather forecast, and also provides Beijing's life index, health index, ...", "type": "normal", "original": null, "query": null, "source": "China Weather"}, {"title": "Moji Weather Official Chinese Website", "url": "https://m.moji.com/", "desc": "Moji Weather forecast app, used by about 650 million people worldwide, supports weather forecast queries for more than 200,000 cities and regions in 199 countries. Download the Moji Weather forecast app to monitor sunny, cloudy, rainy, and snowy conditions in real time, along with real-time air quality and air quality level forecasts.", "type": "structure_web_info", "original": null, "query": null, "source": "Moji Weather Mobile Version"}, {"title": "Beijing", "url": "http://sq.weather.com.cn/mweather15d/101010100.shtml?from=singlemessage", "desc": "Beijing weather forecast, timely and accurate release of weather information from the Central Meteorological Administration, convenient query of Beijing's weather today, Beijing's weekend weather, Beijing's one-week weather forecast, Beijing's blue sky forecast, Beijing's weather forecast, Beijing's 40-day weather forecast, and also provides Beijing's life index, health index, ...", "type": "structure_web_info", "original": null, "query": null, "source": "China Weather Network"}, {"title": "Toutiao News", "url": null, "desc": "China Weather Network reported 1 day ago: Forecast, Warning, Radar, Cloud Map, Weather Map, Professional Products, Information, Video, Solar Terms, My Sky ... Prince Gong's Mansion, Beijing Olympic Park, Olympic Forest Park, Beijing Shijingshan Amusement Park, Jinhai Lake, Jingdong Grand Canyon Tourist Area, Ming Tombs, Yinshan Pagoda Forest Scenic Area, China Aviation Museum, Beijing Happy Valley, Beijing China...", "type": "news_uchq", "original": null, "query": null, "source": null}, {"title": "Beijing", "url": "http://www.weather.com.cn/weather1d/101010100.shtml", "desc": "Beijing weather forecast, timely and accurate release of weather information from the Central Meteorological Administration, convenient query of Beijing's weather today, Beijing's weekend weather, Beijing's one-week weather forecast, Beijing's 15-day...", "type": "structure_web_info", "original": null, "query": null, "source": "China Weather Network"}, {"title": "Beijing 24-hour weather query_Beijing today's weather forecast query_2345 Weather King", "url": "http://waptianqi.2345.com/24hour-54511.htm", "desc": "2345 Weather Forecast provides you with the latest Beijing weather, 24-hour weather conditions, and other information in a timely manner, and also provides the daily meteorological index for Beijing.", "type": "structure_web_info", "original": null, "query": null, "source": "2345 Weather King"}, {"title": "Beijing 15-day weather details", "url": "http://waptianqi.2345.com/beijing-54511.htm", "desc": "2345 Weather Forecast provides Beijing weather forecasts, and future 15-day weather for Beijing. Through 2345 Weather Forecast, you can get detailed information about the weather forecast for Beijing and surrounding areas for the next 15 and 30 days, including temperature, air quality, precipitation, wind force, atmospheric pressure, ultraviolet intensity, etc.!", "type": "structure_web_info", "original": null, "query": null, "source": "2345 Weather King"}, {"title": "Beijing weather forecast for 15 days", "url": "https://m.tianqi.com/beijing/15/", "desc": "Beijing weather forecast 15-day details: 12/11 Today Light Snow -2~2 ℃ 12/12 Tomorrow Cloudy to Light Snow -2~2 ℃ 12/13 The day after tomorrow Light Snow -5~0 ℃ 12/14 Thursday Light Snow -5~-1 ℃ 12/15 Friday Overcast to Cloudy -10~-2 ℃ 12/16 Saturday Sunny -10~-3 ℃ 12/17 ...", "type": "structure_web_info", "original": null, "query": null, "source": "Weather Network"}, {"title": "Beijing Weather", "url": "https://t.8684.com/beijing_beijing", "desc": "Beijing weather forecast for one week and 15 days, Beijing weather forecast, Beijing weather forecast for one week, Beijing weather forecast for 15 days, Beijing weather forecast for this week, Beijing weather forecast for next week, Beijing weather forecast for 15 days query, Beijing weather forecast for 10 days", "type": "structure_web_info", "original": null, "query": null, "source": "8684 Weather"}], "requestId": null, "failed": false}'}}], 'type': 'tool_calls'}, 'usage': None, 'id': 'step_f923bd08-1e22-40d9-bf54-373b21fde378', 'object': 'thread.run.step', 'created_at': 1714460228960, 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'type': 'tool_calls', 'status': 'in_progress', 'expired_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200, 'last_error': None}
thread.run.step.created
{'step_details': {'message_creation': {'message_id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d'}, 'type': 'message_creation'}, 'usage': None, 'id': 'step_89e631c7-491a-4bff-b1f5-1298f88db531', 'object': 'thread.run.step', 'created_at': 1714460234236, 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'type': 'message_creation', 'status': 'in_progress', 'expired_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200, 'last_error': None}
thread.run.step.in_progress
{'step_details': {'message_creation': {'message_id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d'}, 'type': 'message_creation'}, 'usage': None, 'id': 'step_89e631c7-491a-4bff-b1f5-1298f88db531', 'object': 'thread.run.step', 'created_at': 1714460234236, 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'type': 'message_creation', 'status': 'in_progress', 'expired_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200, 'last_error': None}
thread.message.created
{'content': [], 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message', 'created_at': 1714460234235, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'incomplete_details': None, 'completed_at': None, 'incomplete_at': None, 'role': 'assistant', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'file_ids': [], 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.in_progress
{'content': [], 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message', 'created_at': 1714460234235, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'incomplete_details': None, 'completed_at': None, 'incomplete_at': None, 'role': 'assistant', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'file_ids': [], 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': 'Today'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' the weather in Beijing is'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' sunny, with a temperature of about 24'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' degrees and a feels-like temperature of 23'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' degrees, with a level 1 west wind, making the weather'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' quite comfortable. However, I also found more detailed information from the Beijing'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' Meteorological Bureau, which mentions'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' that the maximum temperature during the day is 5°C,'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' the weather is sunny to partly cloudy, with a level 3'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' north wind and gusts up to'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' level 5. The minimum temperature at night will drop to -'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': '5°C, remaining sunny,'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' with the wind shifting to a northerly direction,'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' and the wind force changing from level 2 to 3.'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' Please adjust your clothing according to the real-time weather,'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ' and stay warm.'}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.delta
{'delta': {'content': {'text': {'annotations': [], 'value': ''}, 'type': 'text'}, 'role': 'assistant'}, 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message.delta', 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.message.completed
{'content': [{'text': {'annotations': [], 'value': 'Today the weather in Beijing is sunny, with a temperature of about 24 degrees and a feels-like temperature of 23 degrees, with a level 1 west wind, making the weather quite comfortable. However, I also found more detailed information from the Beijing Meteorological Bureau, which mentions that the maximum temperature during the day is 5°C, the weather is sunny to partly cloudy, with a level 3 north wind and gusts up to level 5. The minimum temperature at night will drop to -5°C, remaining sunny, with the wind shifting to a northerly direction, and the wind force changing from level 2 to 3. Please adjust your clothing according to the real-time weather, and stay warm.'}, 'type': 'text'}], 'id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d', 'object': 'thread.message', 'created_at': 1714460234235, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'incomplete_details': None, 'completed_at': 1714460245637, 'incomplete_at': None, 'role': 'assistant', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'file_ids': [], 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}
thread.run.step.completed
{'step_details': {'message_creation': {'message_id': 'message_93605cd7-fb74-468b-b6fb-4975cd253f8d'}, 'type': 'message_creation'}, 'usage': None, 'id': 'step_89e631c7-491a-4bff-b1f5-1298f88db531', 'object': 'thread.run.step', 'created_at': 1714460234236, 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'run_id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'type': 'message_creation', 'status': 'completed', 'expired_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': 1714460245637, 'metadata': {}, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200, 'last_error': None}
thread.run.completed
{'tools': [{'type': 'quark_search'}], 'required_action': None, 'id': 'run_0f314675-06a4-4379-929c-d29cd351a446', 'object': 'thread.run', 'created_at': 1714460227904, 'thread_id': 'thread_28f0b00b-d825-48f5-bb27-f3b171a64d33', 'assistant_id': 'asst_9453fe59-d6eb-498e-aeca-9abecd492e51', 'status': 'completed', 'last_error': None, 'expires_at': None, 'started_at': None, 'cancelled_at': None, 'failed_at': None, 'completed_at': None, 'model': 'qwen-max', 'instructions': 'You are a helpful assistant. When asked a question, use tools wherever possible.', 'file_ids': [], 'metadata': {}, 'usage': {'input_tokens': 1865, 'output_tokens': 139, 'total_tokens': 2004}, 'temperature': None, 'top_p': None, 'top_k': None, 'max_tokens': None, 'truncation_strategy': None, 'request_id': '38fb88b8-196a-9919-8815-f7ed9aa0891f', 'status_code': 200}

HTTP

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_cc2a3e9d-436b-482b-91c5-377e0f376506/runs?limit=20&order=asc' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY"

{
    "object": "list",
    "data": [
        {
            "id": "run_3de634fa-75d4-4370-adcf-92ba2a60c396",
            "object": "thread.run",
            "created_at": 1711517598169,
            "thread_id": "thread_cc2a3e9d-436b-482b-91c5-377e0f376506",
            "assistant_id": "asst_46e95014-ccac-435d-b884-c97ac44a94d9",
            "status": "completed",
            "required_action": {},
            "last_error": {},
            "expires_at": 0,
            "started_at": 0,
            "cancelled_at": 0,
            "failed_at": 0,
            "completed_at": 0,
            "model": "qwen-max",
            "instructions": "You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.",
            "tools": [
                {
                    "type": "search"
                },
                {
                    "type": "text_to_image"
                }
            ],
            "metadata": {},
            "usage": {
                "prompt_tokens": 66,
                "completion_tokens": 9,
                "total_tokens": 75
            }
        }
    ],
    "first_id": "run_3de634fa-75d4-4370-adcf-92ba2a60c396",
    "last_id": "run_3de634fa-75d4-4370-adcf-92ba2a60c396",
    "has_more": false,
    "request_id": "ff3d2aea-555c-9825-80ca-24029a636641"
}

Daftar objek run dikembalikan.

SDK

import dashscope
from dashscope import Runs
import os

dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

runs = Runs.list(
    'thread_id',
    # Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API DashScope Anda: api_key="sk-xxx"
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    limit=1,
    order='desc'
)

import com.alibaba.dashscope.common.GeneralListParam;
import com.alibaba.dashscope.common.ListResult;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.InvalidateParameter;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.threads.runs.Run;
import com.alibaba.dashscope.threads.runs.Runs;
import com.alibaba.dashscope.utils.Constants;

public class Main {
    static {
        Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
    }
    public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
        Runs runs = new Runs();
        // Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API DashScope Anda: apiKey("sk-xxx")
        GeneralListParam listRuns = GeneralListParam.builder()
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                .build();
        ListResult<Run> run = runs.list("threadId", listRuns);
    }
}

HTTP

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_cc2a3e9d-436b-482b-91c5-377e0f376506/runs/run_3de634fa-75d4-4370-adcf-92ba2a60c396' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY"

{
    "id": "run_3de634fa-75d4-4370-adcf-92ba2a60c396",
    "object": "thread.run",
    "created_at": 1711517598169,
    "thread_id": "thread_cc2a3e9d-436b-482b-91c5-377e0f376506",
    "assistant_id": "asst_46e95014-ccac-435d-b884-c97ac44a94d9",
    "status": "completed",
    "required_action": {},
    "last_error": {},
    "expires_at": 0,
    "started_at": 0,
    "cancelled_at": 0,
    "failed_at": 0,
    "completed_at": 0,
    "model": "qwen-max",
    "instructions": "You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.",
    "tools": [
        {
            "type": "search"
        },
        {
            "type": "text_to_image"
        }
    ],
    "metadata": {},
    "usage": {
        "prompt_tokens": 66,
        "completion_tokens": 9,
        "total_tokens": 75
    },
    "request_id": "05c5f4ea-5e6b-9901-9849-7a0943a0db43"
}

Mengembalikan objek run yang sesuai dengan ID yang ditentukan.

SDK

import dashscope
from dashscope import Runs
import os

dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
run = Runs.retrieve(
    'run_id',
    # Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API DashScope Anda: api_key="sk-xxx"
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    thread_id='thread_id'
)

import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.InvalidateParameter;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.threads.runs.Run;
import com.alibaba.dashscope.threads.runs.Runs;
import com.alibaba.dashscope.utils.Constants;

public class Main {
    static {
        Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
    }
    public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
        Runs runs = new Runs();
        // Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API DashScope Anda: apiKey("sk-xxx")
        String apiKey = System.getenv("DASHSCOPE_API_KEY");
        Run run = runs.retrieve("threadId", "runId", apiKey);
    }
}

Lihat hasil pembuatan.

HTTP

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_cc2a3e9d-436b-482b-91c5-377e0f376506/runs/run_3de634fa-75d4-4370-adcf-92ba2a60c396' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
    "metadata": {
        "user": "abc123"
    }
}'

{
    "id": "run_3de634fa-75d4-4370-adcf-92ba2a60c396",
    "object": "thread.run",
    "created_at": 1711517598169,
    "thread_id": "thread_cc2a3e9d-436b-482b-91c5-377e0f376506",
    "assistant_id": "asst_46e95014-ccac-435d-b884-c97ac44a94d9",
    "status": "completed",
    "required_action": {},
    "last_error": {},
    "expires_at": 0,
    "started_at": 0,
    "cancelled_at": 0,
    "failed_at": 0,
    "completed_at": 0,
    "model": "qwen-max",
    "instructions": "You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.",
    "tools": [
        {
            "type": "search"
        },
        {
            "type": "text_to_image"
        }
    ],
    "metadata": {
        "user": "abc123"
    },
    "usage": {
        "input_tokens": 66,
        "output_tokens": 9,
        "total_tokens": 75
    },
    "request_id": "bb6a5c5c-146f-95b8-bafa-e6c467e4f2d3"
}

Mengembalikan objek run yang telah dimodifikasi sesuai dengan ID yang ditentukan.

SDK

import dashscope
from dashscope import Runs
import os

dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
run = Runs.update(
    'run_id',
    # Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API Studio Model Anda: api_key="sk-xxx"
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    thread_id='thread_id',
    metadata={'newkey': 'newvalue'}
)

import java.util.HashMap;
import java.util.Map;
import com.alibaba.dashscope.common.UpdateMetadataParam;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.InvalidateParameter;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.threads.runs.Run;
import com.alibaba.dashscope.threads.runs.Runs;
import com.alibaba.dashscope.utils.Constants;

public class Main {
    static {
        Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
    }
    public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
        Runs runs = new Runs();
        Map<String, String> metadata = new HashMap<>();
        metadata.put("key", "value");
        // Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API Studio Model Anda: apiKey("sk-xxx")
        UpdateMetadataParam updateParam = UpdateMetadataParam.builder()
                .metadata(metadata)
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                .build();
        Run run = runs.update("threadId", "runId", updateParam);
    }
}

Operasi ini sama dengan operasi pembuatan.

HTTP

Saat Anda menggunakan tool, Anda harus mengirim output eksekusi fungsi ke run agar statusnya berubah dari "requires_action" dan dapat dilanjutkan. Dalam kasus ini, nilai required_action.type adalah submit_tool_outputs.

Non-streaming

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_9157dfad-71fd-4add-b7a9-1afa452d2d67/runs/run_99935dbd-e731-4bad-b450-60d9d6bf9a44/submit_tool_outputs' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
    "tool_outputs": [
      {
        "tool_call_id": "",
        "output": "rain"
      }
    ]
  }'

Streaming

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/threads/thread_9157dfad-71fd-4add-b7a9-1afa452d2d67/runs/run_99935dbd-e731-4bad-b450-60d9d6bf9a44/submit_tool_outputs' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
    "tool_outputs": [
      {
        "tool_call_id": "",
        "output": "rain"
      }
    ],
    "stream": true
  }'

Non-streaming

{
    "id": "run_99935dbd-e731-4bad-b450-60d9d6bf9a44",
    "object": "thread.run",
    "created_at": 1711519089921,
    "thread_id": "thread_9157dfad-71fd-4add-b7a9-1afa452d2d67",
    "assistant_id": "asst_ce66cfa8-b2f8-4e4c-8e17-2c335145be42",
    "status": "in_progress",
    "required_action": {
        "type": "submit_tool_outputs",
        "submit_tool_outputs": {
            "tool_calls": [
                {
                    "function": {
                        "name": "get_current_weather",
                        "arguments": "{\"location\": \"Xi'an\"}"
                    },
                    "id": "",
                    "type": "function"
                }
            ]
        }
    },
    "last_error": {},
    "expires_at": 0,
    "started_at": 0,
    "cancelled_at": 0,
    "failed_at": 0,
    "completed_at": 0,
    "model": "qwen-max",
    "instructions": "You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.",
    "tools": [
        {
            "type": "text_to_image"
        },
        {
            "type": "function",
            "function": {
                "name": "get_current_weather",
                "description": "Get the current weather in a given location",
                "parameters": {
                    "type": "object",
                    "properties": {
                        "location": {
                            "type": "string",
                            "description": "The city and state, e.g. San Francisco, CA"
                        },
                        "unit": {
                            "type": "string",
                            "enum": [
                                "celsius",
                                "fahrenheit"
                            ]
                        }
                    },
                    "required": [
                        "location"
                    ]
                }
            }
        }
    ],
    "metadata": {},
    "usage": null,
    "request_id": "792c29a2-e771-9840-9d99-df4f892badd0"
}

Streaming

event:thread.run.step.completed
data:{"id":"step_74a8b5e2-3d23-41d9-b5c8-9bf3ba3839d0","object":"thread.run.step","created_at":1714448906129,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","type":"tool_calls","status":"completed","step_details":{"type":"tool_calls","tool_calls":[{"id":"","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\": \"Xi'an\"}","output":"rain"}}]},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.run.queued
data:{"id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","object":"thread.run","created_at":1714448903737,"thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"queued","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":null,"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.run.in_progress
data:{"id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","object":"thread.run","created_at":1714448903737,"thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"in_progress","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":null,"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.run.step.created
data:{"id":"step_d74df5eb-dcb8-4fc2-a943-d06ccda0e2e3","object":"thread.run.step","created_at":1714449008828,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","type":"message_creation","status":"in_progress","step_details":{"type":"message_creation","message_creation":{"message_id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.run.step.in_progress
data:{"id":"step_d74df5eb-dcb8-4fc2-a943-d06ccda0e2e3","object":"thread.run.step","created_at":1714449008828,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","type":"message_creation","status":"in_progress","step_details":{"type":"message_creation","message_creation":{"message_id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.created
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message","created_at":1714449008828,"thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","incomplete_details":null,"completed_at":null,"incomplete_at":null,"role":"assistant","content":[],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","file_ids":[],"metadata":{},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.in_progress
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message","created_at":1714449008828,"thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","incomplete_details":null,"completed_at":null,"incomplete_at":null,"role":"assistant","content":[],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","file_ids":[],"metadata":{},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.delta
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"The","annotations":[]}}],"file_ids":[]},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.delta
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":" current weather in Xi'an is","annotations":[]}}],"file_ids":[]},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.delta
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":" rainy.","annotations":[]}}],"file_ids":[]},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.delta
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"","annotations":[]}}],"file_ids":[]},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.message.completed
data:{"id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360","object":"thread.message","created_at":1714449008828,"thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","incomplete_details":null,"completed_at":1714449009919,"incomplete_at":null,"role":"assistant","content":[{"type":"text","text":{"value":"The current weather in Xi'an is rainy.","annotations":[]}}],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","file_ids":[],"metadata":{},"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.run.step.completed
data:{"id":"step_d74df5eb-dcb8-4fc2-a943-d06ccda0e2e3","object":"thread.run.step","created_at":1714449008828,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","run_id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","type":"message_creation","status":"completed","step_details":{"type":"message_creation","message_creation":{"message_id":"message_965b3bb5-dbe2-434a-a36e-f7cda3845360"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1714449009919,"metadata":{},"usage":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:thread.run.completed
data:{"id":"run_36d6fba9-0bf1-47f5-8e7b-f8c8140beda9","object":"thread.run","created_at":1714448903737,"thread_id":"thread_c6ac2eb0-ed95-4834-befb-ea66eba85b9f","assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","status":"completed","required_action":null,"last_error":null,"expires_at":null,"started_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"model":"qwen-max","instructions":"You are an intelligent assistant. You can call different tools based on user needs to provide answers. Use tools as appropriate.","tools":[{"type":"text_to_image"},{"type":"function","function":{"name":"get_current_weather","description":"Get the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"file_ids":[],"metadata":{},"usage":{"input_tokens":439,"output_tokens":11,"total_tokens":450},"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"6d1573a4-3cbb-9066-99cc-7247ec17cb30"}

event:done
data:[DONE]

Mengembalikan objek run yang telah dimodifikasi sesuai dengan ID yang ditentukan.

SDK

import json
import sys
from http import HTTPStatus
import dashscope
from dashscope import Assistants, Messages, Runs, Steps, Threads

dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
def create_assistant():
    # buat assistant dengan informasi
    assistant = Assistants.create(
        model='qwen-max',
        name='smart helper',
        description='A tool helper.',
        instructions='You are a helpful assistant. When asked a question, use tools wherever possible.',  # noqa E501
        tools=[{
            'type': 'function',
            'function': {
                'name': 'big_add',
                'description': 'Add to number',
                'parameters': {
                    'type': 'object',
                    'properties': {
                        'left': {
                            'type': 'integer',
                            'description': 'The left operator'
                        },
                        'right': {
                            'type': 'integer',
                            'description': 'The right operator.'
                        }
                    },
                    'required': ['left', 'right']
                }
            }
        }],
    )

    return assistant

def verify_status_code(res):
    if res.status_code != HTTPStatus.OK:
        sys.exit(res.status_code)

if __name__ == '__main__':
    # buat assistant
    assistant = create_assistant()
    print(assistant)
    verify_status_code(assistant)

    # buat thread.
    thread = Threads.create()
    print(thread)
    verify_status_code(thread)

    # buat pesan.
    message = Messages.create(thread.id, content='bigAdd 87787 to 788988737.')
    print(message)
    verify_status_code(message)

    # buat run untuk menjalankan pesan

    message_run = Runs.create(thread.id, assistant_id=assistant.id)
    print(message_run)
    verify_status_code(message_run)

    # dapatkan status run
    run_status = Runs.get(message_run.id, thread_id=thread.id)
    print(run_status)
    verify_status_code(run_status)

    # tunggu hingga run selesai atau requires_action
    run_status = Runs.wait(message_run.id, thread_id=thread.id)
    print(run_status)

    # jika prompt meminta hasil tool, kirim hasil tool.
    # harus memanggil big_add
    if run_status.required_action:
        tool_outputs = [{
            'tool_call_id':
            run_status.required_action.submit_tool_outputs.tool_calls[0].id,
            'output':
            '789076524'
        }]
        run = Runs.submit_tool_outputs(message_run.id,
                                       thread_id=thread.id,
                                       tool_outputs=tool_outputs)
        print(run)
        verify_status_code(run)

        # tunggu hingga run selesai atau requires_action
        run_status = Runs.wait(message_run.id, thread_id=thread.id)
        print(run_status)
        verify_status_code(run_status)

    run_status = Runs.get(run.id, thread_id=thread.id)
    print(run_status)
    verify_status_code(run_status)

    run_steps = Steps.list(run.id,  thread_id=thread.id)

    print(run_steps)
    verify_status_code(run_steps)

    # dapatkan pesan thread.
    msgs = Messages.list(thread.id)
    print(msgs)
    print(json.dumps(msgs, default=lambda o: o.__dict__, sort_keys=True, indent=4))

import com.alibaba.dashscope.assistants.Assistant;
import com.alibaba.dashscope.assistants.AssistantParam;
import com.alibaba.dashscope.tools.ToolFunction;
import com.alibaba.dashscope.assistants.Assistants;
import com.alibaba.dashscope.common.GeneralListParam;
import com.alibaba.dashscope.common.ListResult;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.InvalidateParameter;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.threads.AssistantThread;
import com.alibaba.dashscope.threads.ThreadParam;
import com.alibaba.dashscope.threads.Threads;
import com.alibaba.dashscope.threads.messages.Messages;
import com.alibaba.dashscope.threads.messages.TextMessageParam;
import com.alibaba.dashscope.threads.messages.ThreadMessage;
import com.alibaba.dashscope.threads.runs.RequiredAction;
import com.alibaba.dashscope.threads.runs.Run;
import com.alibaba.dashscope.threads.runs.RunParam;
import com.alibaba.dashscope.threads.runs.Runs;
import com.alibaba.dashscope.threads.runs.SubmitToolOutputsParam;
import com.alibaba.dashscope.threads.runs.ToolOutput;
import com.alibaba.dashscope.tools.FunctionDefinition;
import com.alibaba.dashscope.tools.ToolCallBase;
import com.alibaba.dashscope.utils.JsonUtils;
import com.fasterxml.jackson.databind.node.ObjectNode;
import com.github.victools.jsonschema.generator.Option;
import com.github.victools.jsonschema.generator.OptionPreset;
import com.github.victools.jsonschema.generator.SchemaGenerator;
import com.github.victools.jsonschema.generator.SchemaGeneratorConfig;
import com.github.victools.jsonschema.generator.SchemaGeneratorConfigBuilder;
import com.github.victools.jsonschema.generator.SchemaVersion;
import com.alibaba.dashscope.tools.ToolCallFunction;
import com.alibaba.dashscope.utils.Constants;

public class AssistantFunctionCall {
    static {
        Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
    }
    public class AddFunctionTool {
        private int left;
        private int right;

        public AddFunctionTool(int left, int right) {
            this.left = left;
            this.right = right;
        }

        public int call() {
            return left + right;
        }
    }

    static ToolFunction buildFunction() {
        SchemaGeneratorConfigBuilder configBuilder = new SchemaGeneratorConfigBuilder(SchemaVersion.DRAFT_2020_12,
                OptionPreset.PLAIN_JSON);
        SchemaGeneratorConfig config = configBuilder.with(Option.EXTRA_OPEN_API_FORMAT_VALUES)
                .without(Option.FLATTENED_ENUMS_FROM_TOSTRING).build();
        SchemaGenerator generator = new SchemaGenerator(config);

        // generate jsonSchema of function.
        ObjectNode jsonSchema = generator.generateSchema(AddFunctionTool.class);

        // call with tools of function call, jsonSchema.toString() is jsonschema String.
        FunctionDefinition fd = FunctionDefinition.builder().name("add").description("add two number")
                .parameters(JsonUtils.parseString(jsonSchema.toString()).getAsJsonObject()).build();
        return ToolFunction.builder().function(fd).build();
    }
    static public Assistant createAssistant() throws ApiException, NoApiKeyException{
        AssistantParam assistantParam = AssistantParam.builder()
        .model("qwen-max") // model must be set.
        .description("a helper assistant")
        .name("system")  // name must be set
        .instructions("You are a helpful assistant. When asked a question, use tools wherever possible.")
        .tool(buildFunction())
        .build();
        Assistants assistants = new Assistants();
        return assistants.create(assistantParam);
    }

    static public void run(String assistantId) throws ApiException, NoApiKeyException, InvalidateParameter, InputRequiredException, InterruptedException{
        // create a thread
        Threads threads = new Threads();
        AssistantThread assistantThread = threads.create(ThreadParam.builder().build());

        Runs runs = new Runs();
        // create a new message
        TextMessageParam textMessageParam = TextMessageParam.builder().role("user").content("Add 87787 to 788988737.").build();
        Messages messages = new Messages();
        ThreadMessage threadMessage = messages.create(assistantThread.getId(), textMessageParam);
        System.out.println(threadMessage);
        RunParam runParam = RunParam.builder().assistantId(assistantId).build();
        Run run = runs.create(assistantThread.getId(), runParam);
        while(true){
            if(run.getStatus().equals(Run.Status.CANCELLED) ||
            run.getStatus().equals(Run.Status.COMPLETED) ||
            run.getStatus().equals(Run.Status.FAILED) ||
            run.getStatus().equals(Run.Status.REQUIRES_ACTION)||
            run.getStatus().equals(Run.Status.EXPIRED)){
                break;
            }else{
                Thread.sleep(1000);
            }
            run = runs.retrieve(assistantThread.getId(), run.getId());
        }
        if(run.getStatus().equals(Run.Status.REQUIRES_ACTION)){
            // submit action output.
            RequiredAction requiredAction = run.getRequiredAction();
            if(requiredAction.getType().equals("submit_tool_outputs")){
                ToolCallBase toolCall = requiredAction.getSubmitToolOutputs().getToolCalls().get(0);
                if (toolCall.getType().equals("function")) {
                    // get function call name and argument, both String.
                    String functionName = ((ToolCallFunction) toolCall).getFunction().getName();
                    String functionId = ((ToolCallFunction)toolCall).getId();
                    String functionArgument = ((ToolCallFunction) toolCall).getFunction().getArguments();
                    if (functionName.equals("add")) {
                      // Create the function object.
                      AddFunctionTool addFunction =
                          JsonUtils.fromJson(functionArgument, AddFunctionTool.class);
                      // call function.
                      int sum = addFunction.call();
                      System.out.println(sum);
                      SubmitToolOutputsParam submitToolOutputsParam = SubmitToolOutputsParam.builder()
                      .toolOutput(ToolOutput.builder().toolCallId(functionId).output(String.valueOf(sum)).build())
                      .build();
                      run = runs.submitToolOutputs(assistantThread.getId(), run.getId(), submitToolOutputsParam);
                    }
                  }
            }
        }
        while(true){
            if(run.getStatus().equals(Run.Status.CANCELLED) ||
            run.getStatus().equals(Run.Status.COMPLETED) ||
            run.getStatus().equals(Run.Status.FAILED) ||
            run.getStatus().equals(Run.Status.REQUIRES_ACTION)||
            run.getStatus().equals(Run.Status.EXPIRED)){
                break;
            }else{
                Thread.sleep(1000);
            }
            run = runs.retrieve(assistantThread.getId(), run.getId());
        }

        GeneralListParam listParam = GeneralListParam.builder().limit(100l).build();
        ListResult<ThreadMessage> threadMessages = messages.list(assistantThread.getId(), listParam);
        for(ThreadMessage threadMessage2: threadMessages.getData()){
            System.out.println(threadMessage2);
        }

    }

    public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
        Assistant assistant = createAssistant();
        run(assistant.getId());
    }
}

SDK

import dashscope
from dashscope import Runs
import os

dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
run = Runs.wait(
    'run_id',
    # Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API Studio Model Anda: api_key="sk-xxx"
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    thread_id='thread_id'
)

import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.InvalidateParameter;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.threads.runs.Run;
import com.alibaba.dashscope.threads.runs.Runs;
import com.alibaba.dashscope.utils.Constants;

public class AssistantFunctionCall {
    static {
        Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
    }
    public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
        Runs runs = new Runs();
        // Kami menyarankan Anda mengonfigurasi variabel lingkungan terlebih dahulu. Jika belum, ganti baris berikut dengan Kunci API Studio Model Anda: apiKey("sk-xxx")
        String apiKey = System.getenv("DASHSCOPE_API_KEY");
        Run run = runs.retrieve("thread_id", "run_id", apiKey);
        while(true){
            if(run.getStatus().equals(Run.Status.CANCELLED) ||
            run.getStatus().equals(Run.Status.COMPLETED) ||
            run.getStatus().equals(Run.Status.FAILED) ||
            run.getStatus().equals(Run.Status.REQUIRES_ACTION)||
            run.getStatus().equals(Run.Status.EXPIRED)){
                break;
            }else{
                Thread.sleep(1000);
            }
            run = runs.retrieve("thread_id", run.getId());
        }
    }
}

Mengembalikan objek run yang telah dimodifikasi sesuai dengan ID yang ditentukan.