Runs 表示智能体在一个线程上执行的运行。
创建运行任务
创建一个运行。
HTTP
SDK
非流式
curl --location 'https://dashscope.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": {}
}'流式
curl --location 'https://dashscope.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
}'
输入参数
输入参数名字 | 输入参数的描述 | 参数类型 | 是否必须 |
thread id | 所需要运行的thread id | string | 是 |
assistant id | 所需要运行的assistant id | string | 是 |
model | 所需要调用的model名字。如果在此传入，会替换掉assistant中定义的model | string | 否 |
instructions | 替换assistant中定义的instruction | string | 否 |
tools | 替换assistant中定义的tool 列表， 自定义tool鉴权信息传递 { "type": "plugin_type", "auth": {"type": "user_http","user_token": "bearer-token", } } assistant在请求插件时会将bearer放在{"plugin_type":{"user_token": "bearer-token"}}'添加到调用plugin的header里. | string | 否 |
metadata | 其他相关参数说明 | string | 否 |
stream | 是否流式返回 | boolean | 否 |
temperature | 用于控制随机性和多样性的程度。 | float | 否 |
top_p | 生成时，核采样方法的概率阈值。 | float | 否 |
top_k | 生成时，采样候选集的大小。 | integer | 否 |
返回结果
非流式
{
"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": "你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。",
"tools": [
{
"type": "search"
},
{
"type": "text_to_image"
}
],
"metadata": {},
"request_id": "225292ff-9843-95d4-8591-b1377c33e2be"
}流式
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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"乘以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":"等于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乘以998等于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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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]输出参数
一个运行对象。
流式
Python
Java
stream_iterator = dashscope.Runs.create(thread.id,
assistant_id=assistant.id,
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;
public class Main {
public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
Runs runs = new Runs();
RunParam runParam = RunParam.builder().assistantId("assistantId").stream(true).build();
Flowable<AssistantStreamMessage> run = runs.createStream("threadId", runParam);
}
}输入参数
参数 | 类型 | 默认值 | 说明 |
thread_id | string | - | 期望在那个Thread run |
assistant_id | string | - | assistant id |
model | string | - | 指定使用的模型 |
instructions | string | None | 指定本次run所用的指令 |
tools | List[Dict] | [] | assistant使用的tools 自定义tool鉴权信息传递 { "type": "plugin_type", "auth": {"type": "user_http","user_token": "bearer-token", } } assistant在请求插件时会将bearer放在{"plugin_type":{"user_token": "bearer-token"}}'添加到调用plugin的header里. |
stream | boolean | False | 用于控制是否是流式输出。 |
metadata | Dict | None | assistant关联信息 |
temperature | |||
top_p | |||
top_k | |||
max_tokens | |||
truncation_strategy | Dict | None | 设置thread中消息截断策略, 目前只支持last_messages,默认为： "truncation_strategy": { "type": "last_messages", "last_messages": 10 } |
workspace | string | None | DashScope workspace id |
api_key | string | None | DashScope api key，可以通过环境变量等方法设置。 |
返回结果
流式输出将输出event和event 数据，如下
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': '今天 北京 天气"}'}}], '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
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thread.run.step.delta
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thread.run.step.delta
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thread.run.step.completed
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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': '今天'}, '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': '北京的天气情况是'}, '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': '晴朗的，气温约为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': '度，体感温度为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': '度，西风1级，天气'}, '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': '较为舒适。不过，我也找到了北京市'}, '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': '气象局发布的更详细信息，提到'}, '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': '今天白天最高气温为5℃，'}, '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': '天气晴间多云，有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': '级偏北风，阵风可达'}, '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级，夜间最低气温降至-'}, '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℃，依旧保持晴朗，'}, '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': '风向转为偏北风，'}, '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': '风力2级转3级。'}, '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': '请根据实时天气调整着装，'}, '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': '注意保暖。'}, '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': '今天北京的天气情况是晴朗的，气温约为24度，体感温度为23度，西风1级，天气较为舒适。不过，我也找到了北京市气象局发布的更详细信息，提到今天白天最高气温为5℃，天气晴间多云，有3级偏北风，阵风可达5级，夜间最低气温降至-5℃，依旧保持晴朗，风向转为偏北风，风力2级转3级。请根据实时天气调整着装，注意保暖。'}, '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}输出参数
字段名 | 字段类型 | 字段描述 |
status_code | integer | 为调用http status code，200表示调用成功，其他表示调用出错 |
id | string | Run id，为uuid字符串 |
model | string | Run 使用的模型名称 |
instructions | string | assistant instruction信息，指定assisiant功能信息。 |
metadata | object | key，value对信息，描述assistant信息 |
status | string | Run的状态，包含'in_progress, 等 |
thread_id | string | Run所属Thread id |
tools | List[Tool] | Run使用的tool列表 |
created_at | timestamp | assistant创建时间 |
gmt_created | datetime | 2024-03-22 17:12:31 |
gmt_modified | datetime | 2024-03-22 17:12:31 |
code | string | 表示请求失败，表示错误码，成功忽略。 python only |
message | string | 失败，表示失败详细信息，成功忽略。 python only |
创建线程和运行任务
在一个请求中创建并运行一个线程。
HTTP
SDK
代码示例
非流式
curl --location 'https://dashscope.aliyuncs.com/api/v1/threads/runs' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
"assistant_id": "asst_ce66cfa8-b2f8-4e4c-8e17-2c335145be42",
"thread": {
"messages": [
{
"role": "user",
"content": "西安天气是什么"
}
]
}
}'流式
curl --location 'https://dashscope.aliyuncs.com/api/v1/threads/runs' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--data '{
"assistant_id": "asst_ce66cfa8-b2f8-4e4c-8e17-2c335145be42",
"thread": {
"messages": [
{
"role": "user",
"content": "你是谁"
}
]
},
"stream": true
}'输入参数
输入参数名字 | 输入参数的描述 | 参数类型 | 是否必须 |
thread id | 所需要运行的thread id | string | 是 |
assistant id | 所需要运行的assistant id | string | 是 |
thread | 所需要运行的thread信息 | dict | 是 |
stream | 是否流式返回 | boolean | 否 |
temperature | 用于控制随机性和多样性的程度。 | float | 否 |
top_p | 生成时，核采样方法的概率阈值。 | float | 否 |
top_k | 生成时，采样候选集的大小。 | integer | 否 |
返回结果
非流式
{
"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",
"model": "qwen-max",
"instructions": "你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。",
"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": {},
"request_id": "191ecdaa-7ef6-9e29-8572-4f89be05bc6c"
}流式
event:thread.created
data:{"id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","object":"thread","created_at":1714448762315,"metadata":{},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.created
data:{"id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","object":"thread.run","created_at":1714448762335,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.queued
data:{"id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","object":"thread.run","created_at":1714448762335,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.in_progress
data:{"id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","object":"thread.run","created_at":1714448762335,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.step.created
data:{"id":"step_15663219-fda6-4030-b35f-617712371f3b","object":"thread.run.step","created_at":1714448762933,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","run_id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","type":"message_creation","status":"in_progress","step_details":{"type":"message_creation","message_creation":{"message_id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.step.in_progress
data:{"id":"step_15663219-fda6-4030-b35f-617712371f3b","object":"thread.run.step","created_at":1714448762933,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","run_id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","type":"message_creation","status":"in_progress","step_details":{"type":"message_creation","message_creation":{"message_id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":null,"metadata":{},"usage":null,"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.created
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message","created_at":1714448762933,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","incomplete_details":null,"completed_at":null,"incomplete_at":null,"role":"assistant","content":[],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","file_ids":[],"metadata":{},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.in_progress
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message","created_at":1714448762933,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","incomplete_details":null,"completed_at":null,"incomplete_at":null,"role":"assistant","content":[],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","file_ids":[],"metadata":{},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"我是","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"你的","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"智能","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"小助手，可以帮你","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"解答问题、提供信息、完成任务","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"等。只要告诉我你需要什么帮助，","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"我就会尽力为你服务。无论是查询","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"资料、制定计划、学习新知识","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"，还是娱乐放松，我都在这里","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"。有什么我可以帮到你的吗？","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.delta
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message.delta","delta":{"role":"assistant","content":[{"type":"text","text":{"value":"","annotations":[]}}],"file_ids":[]},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.message.completed
data:{"id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2","object":"thread.message","created_at":1714448762933,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","incomplete_details":null,"completed_at":1714448773999,"incomplete_at":null,"role":"assistant","content":[{"type":"text","text":{"value":"我是你的智能小助手，可以帮你解答问题、提供信息、完成任务等。只要告诉我你需要什么帮助，我就会尽力为你服务。无论是查询资料、制定计划、学习新知识，还是娱乐放松，我都在这里。有什么我可以帮到你的吗？","annotations":[]}}],"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","run_id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","file_ids":[],"metadata":{},"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.step.completed
data:{"id":"step_15663219-fda6-4030-b35f-617712371f3b","object":"thread.run.step","created_at":1714448762933,"assistant_id":"asst_5378d83a-f612-4fc1-9034-915351d67d98","thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","run_id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","type":"message_creation","status":"completed","step_details":{"type":"message_creation","message_creation":{"message_id":"message_ae7fce4c-a14d-4420-820e-191e1c4996a2"}},"last_error":null,"expired_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1714448773999,"metadata":{},"usage":null,"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:thread.run.completed
data:{"id":"run_65adea5e-9086-4806-b733-bb0a7b53a459","object":"thread.run","created_at":1714448762335,"thread_id":"thread_4a1e6bee-4e0a-4749-a0c8-f6db8bb7c4bb","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":410,"output_tokens":56,"total_tokens":466},"temperature":null,"top_p":null,"top_k":null,"max_tokens":null,"truncation_strategy":null,"request_id":"70673f3f-74b4-9e9a-90bf-de92c23c55b2"}
event:done
data:[DONE]输出参数
一个运行对象。
代码示例
Python
Java
from dashscope import Runs
run = Runs.create('thread_id',
assistant_id='assistant_id',
model='the_model_to_use',
instructions='Instructions',
tools=['list_of_tool_to_use'],
metadata={'key': 'value'})
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.RunParam;
import com.alibaba.dashscope.threads.runs.Runs;
public class Main {
public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
Runs runs = new Runs();
RunParam runParam = RunParam.builder().assistantId("assistantId").build();
Run run = runs.create("threadId", runParam);
}
}返回结果
结果为Run对象，json化内容为
{
"account_id": "YOUR_AK",
"assistant_id": "asst_8eeaedde-3f8b-41d2-9433-0e88a6042ecb",
"created_at": 1711347311426,
"file_ids": [],
"id": "run_f2c663e6-69f9-4494-9017-acf788db5a17",
"instructions": "You are a helpful assistant. When asked a question, use tools wherever possible.",
"metadata": {},
"model": "qwen-max-allinone",
"object": "thread.run",
"request_id": "53561cd0-350c-918d-b3f7-716a0e41bcfd",
"status": "in_progress",
"status_code": 200,
"thread_id": "thread_45ca9a78-2b1f-4172-b4cf-cf8c748c1c32",
"tools": [
{
"type": "search"
},
{
"function": {
"description": "Add to number",
"name": "big_add",
"parameters": {
"properties": {
"left": {
"description": "The left operator",
"type": "integer"
},
"right": {
"description": "The right operator.",
"type": "integer"
}
},
"required": [
"left",
"right"
],
"type": "object"
}
},
"type": "function"
}
]
}列出运行任务
返回属于线程的运行列表。
HTTP
SDK
代码示例
curl --location 'https://dashscope.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"输入参数
输入参数名字 | 输入参数的描述 | 参数类型 | 是否必须 |
thread id | run list 所隶属的thread id | string | 是 |
limit | 本次查询的任务数 | integer | 否 |
order | 按照创建时间升序或降序排列 | string | 否（默认为“desc“） |
返回结果
{
"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": "你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。",
"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"
}输出参数
一个运行对象列表。
代码示例
Python
Java
from dashscope import Runs
runs = Runs.list('thread_id',
limit=1,
order='desc',
after='',
before='')
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;
public class Main {
public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
Runs runs = new Runs();
GeneralListParam listRuns = GeneralListParam.builder().build();
ListResult<Run> run = runs.list("threadId", listRuns);
}
}输入参数
参数 | 类型 | 默认值 | 说明 |
thread_id | str | - | 指定要list的Thread id |
limit | str | - | 本次查询的任务数 |
order | str | desc | 按照创建时间升序或降序排列
|
after | str | None | 列出指定ID之后的任务 |
before | str | None | 列出指定ID之前的任务 |
workspace | str | None | DashScope workspace id |
api_key | str | None | DashScope API key，可以通过环境变量等方法设置 |
输出参数
字段名 | 字段类型 | 字段描述 |
has_more | bool | 是否有更多的数据可供获取
|
last_id | str | 返回结果中的最后一个任务ID |
first_id | str | 返回结果中的第一个任务ID |
data | list[Run] | Run对象列表 |
检索运行任务
检索运行。
HTTP
SDK
代码示例
curl --location 'https://dashscope.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"输入参数
输入参数名字 | 输入参数的描述 | 参数类型 | 是否必须 |
thread id | 待检索的run id 所传入的thread id | string | 是 |
run_id | 待检索的run_id | string | 是 |
返回结果
{
"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": "你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。",
"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"
}输出参数
与指定 ID 匹配的修改后的运行对象。
代码示例
Python
Java
from dashscope import Runs
run = Runs.retrieve('run_id',
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;
public class Main {
public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
Runs runs = new Runs();
Run run = runs.retrieve("threadId", "runId");
}
}输入参数
参数 | 类型 | 默认值 | 说明 |
run_id | str | - | 指定要查询的Run id |
thread_id | str | - | 指定Run所属Thread id |
workspace | str | None | DashScope workspace id |
api_key | str | None | DashScope API Key，可以通过环境变量等方法设置。 |
输出参数
参考create结果
修改运行任务
修改运行。
HTTP
SDK
代码示例
curl --location 'https://dashscope.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"
}
}'输入参数
输入参数名字 | 输入参数的描述 | 参数类型 | 是否必须 |
thread_id | 待修改的thread_id | string | 是 |
run_id | 待修改的run_id | string | 是 |
* | 其他可选的输入参数 | string | 否 |
返回结果
{
"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": "你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。",
"tools": [
{
"type": "search"
},
{
"type": "text_to_image"
}
],
"metadata": {
"user": "abc123"
},
"usage": {
"prompt_tokens": 66,
"completion_tokens": 9,
"total_tokens": 75
},
"request_id": "bb6a5c5c-146f-95b8-bafa-e6c467e4f2d3"
}输出参数
与指定 ID 匹配的修改后的运行对象。
代码示例
Python
Java
from dashscope import Runs
run = Runs.update('run_id',
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;
public class Main {
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");
UpdateMetadataParam updateParam = UpdateMetadataParam.builder().metadata(metadata).build();
Run run = runs.update("threadId", "runId", updateParam);
}
}
输入参数
参数 | 类型 | 默认值 | 说明 |
run_id | str | - | 要更新的Run id |
thread_id | str | - | Run所属的Thread id |
metadata | Dict | None | assistant关联信息 |
workspace | str | None | DashScope workspace id |
api_key | str | None | DashScope api key，可以通过环境变量等方法设置。 |
输出参数
同create，参考create
提交工具输出并继续执行任务
当运行具有status: "requires_action"且required_action.type是submit_tool_outputs时，可以使用此端点在所有工具调用完成后提交工具输出。所有输出必须在单个请求中提交。
HTTP
SDK
代码示例
在使用Function call过程中，需要把中间function运行结果返回给run，并将run的状态从“require_action" 切换回正常状态。此时，“required_action.type” 的值为“submit_tool_outputs”。
非流式
curl --location 'https://dashscope.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"
}
]
}'流式
curl --location 'https://dashscope.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
}'输入参数
输入参数名字 | 输入参数的描述 | 参数类型 | 是否必须 |
thread_id | 待修改的thread_id | string | 是 |
run_id | 待修改的run_id | string | 是 |
tool_outputs | 待返回给 Assistant 的工具调用结果列表 | array | 是 |
tool_outputs[].tool_call_id | 工具调用id | string | 否 |
tool_outputs[].output | 待返回的结果 | string | 是 |
stream | 是否流式返回 | boolean | 否 |
返回结果
非流式
{
"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\": \"西安\"}"
},
"id": "",
"type": "function"
}
]
}
},
"last_error": {},
"expires_at": 0,
"started_at": 0,
"cancelled_at": 0,
"failed_at": 0,
"completed_at": 0,
"model": "qwen-max",
"instructions": "你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。",
"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"
}流式
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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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":"西","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":"安目前的天气是","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":"雨天。","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":"西安目前的天气是雨天。","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":"你是一个智能小助手，你可以根据用户的需求去调用不同的工具，进而给出回答。请酌情使用工具。","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]输出参数
与指定 ID 匹配的修改后的运行对象。
Python
Java
import json
import sys
from http import HTTPStatus
from dashscope import Assistants, Messages, Runs, Steps, Threads
def create_assistant():
# create assistant with information
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__':
# create assistant
assistant = create_assistant()
print(assistant)
verify_status_code(assistant)
# create thread.
thread = Threads.create()
print(thread)
verify_status_code(thread)
# create a message.
message = Messages.create(thread.id, content='bigAdd 87787 to 788988737.')
print(message)
verify_status_code(message)
# create run to run message
message_run = Runs.create(thread.id, assistant_id=assistant.id)
print(message_run)
verify_status_code(message_run)
# get run statue
run_status = Runs.get(message_run.id, thread_id=thread.id)
print(run_status)
verify_status_code(run_status)
# wait for run completed or requires_action
run_status = Runs.wait(message_run.id, thread_id=thread.id)
print(run_status)
# if prompt input tool result, submit tool result.
# should call big_add
if run_status.required_action:
tool_outputs = [{
'tool_call_id': # optional
'',
'output':
'789076524'
}]
run = Runs.submit_tool_outputs(message_run.id,
thread_id=thread.id,
tool_outputs=tool_outputs)
print(run)
verify_status_code(run)
# wait for run completed or 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)
# get the thread messages.
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;
public class AssistantFunctionCall {
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必须填写
.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());
}
}等待运行任务结束
等待run执行，run为终态返回，终止状态包含['cancelled', 'failed', 'completed', 'expired', 'requires_action']
SDK
代码示例
Python
Java
from dashscope import Runs
run = Runs.wait('run_id',
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;
public class AssistantFunctionCall {
public static void main(String[] args) throws ApiException, NoApiKeyException, InputRequiredException, InvalidateParameter, InterruptedException {
Runs runs = new Runs();
Run run = runs.retrieve("thread_id", "run_id");
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());
}
}
}输入参数
参数 | 类型 | 默认值 | 说明 |
run_id | string | - | 指定要取消的Run id |
thread_id | string | - | Run所属Thread id |
workspace | string | None | DashScope workspace id |
api_key | string | None | DashScope API key，可以通过环境变量等方法设置。 |
输出参数
与指定 ID 匹配的修改后的运行对象。
运行对象
表示在一个线程上执行的运行。
对象示例
{
"assistant_id": "[REDACTED]",
"cancelled_at": null,
"completed_at": null,
"created_at": 1735026246751,
"enable_search": null,
"expires_at": null,
"failed_at": null,
"file_ids": [],
"id": "[REDACTED]",
"instructions": "you are a helpful assistant",
"last_error": null,
"max_tokens": null,
"metadata": {},
"model": "qwen-plus",
"object": "thread.run",
"request_id": "[REDACTED]",
"required_action": null,
"started_at": null,
"status": "in_progress",
"status_code": 200,
"stop": "",
"temperature": null,
"thread_id": "[REDACTED]",
"tool_choice": "auto",
"tools": [],
"top_k": null,
"top_p": null,
"truncation_strategy": null,
"usage": null
}对象属性
参数名称 | 参数类型 | 参数描述 |
参数名称 | 参数类型 | 参数描述 |
id | string | 运行 (Run) 的唯一标识符。 |
assistant_id | string | 与此运行关联的助手 (Assistant) 的 ID。 |
cancelled_at | integer | 运行被取消的时间戳（Unix 时间戳，单位：秒）。 |
completed_at | integer | 运行完成的时间戳（Unix 时间戳，单位：秒）。 |
created_at | integer | 运行创建的时间戳（Unix 时间戳，单位：秒）。 |
expires_at | integer | 运行过期的时间戳（Unix 时间戳，单位：秒）。 |
failed_at | integer | 运行失败的时间戳（Unix 时间戳，单位：秒）。 |
instructions | string | 运行的指令。 |
metadata | map | 一组最多包含 16 个键值对，可以附加到对象上。用于以结构化格式存储有关对象的附加信息。键的最大长度为 64 个字符，值的最大长度为 512 个字符。 |
last_error | string | 与此运行相关的最后一个错误。如果没有错误，则为null。 |
model | string | 用于运行的模型名称。 |
object | string | 对象类型，始终为thread.run。 |
required_action | object | 表示运行需要执行的操作，例如提交工具输出。 |
started_at | integer | 运行开始的时间戳（Unix 时间戳，单位：秒）。 |
status | string | 运行的状态，可以是queued（已排队）、in_progress（进行中）、requires_action（需要操作）、cancelling（取消中）、cancelled（已取消）、failed（已失败）、completed（已完成）或expired（已过期）。 |
thread_id | string | 此运行所属的线程 (Thread) 的 ID。 |
tools | array | 运行使用的工具列表。 |
usage | object | 资源使用情况统计信息。 |
status_code | integer | HTTP 状态码。注意：此参数主要用于内部处理，通常情况下，您无需关注此参数。 |
常见问题
Q：如何取消正在执行中的 Run 任务？
A：Assistant API 尚未提供“取消 Run 任务”的接口，建议您使用其他代码逻辑作为替代。
该文章对您有帮助吗？
- 本页导读 （1）
- 创建运行任务
- 创建线程和运行任务
- 列出运行任务
- 检索运行任务
- 修改运行任务
- 提交工具输出并继续执行任务
- 等待运行任务结束
- 运行对象
- 对象示例
- 对象属性
- 常见问题
