Alibaba Cloud Model Studio:OpenAI compatible - Chat

Python

import os
from openai import OpenAI


client = OpenAI(
    # If the environment variable is not configured, replace the following line with your Model Studio API key: api_key="sk-xxx"
    # API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    # Replace {WorkspaceId} with your actual workspace ID. URLs vary by region.
    base_url="https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1",  
)

completion = client.chat.completions.create(
    # This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
    model="qwen-plus",
    messages=[
        {"role": "system", "content": "You are a helpful assistant."},
        {"role": "user", "content": "Who are you?"},
    ],
    # extra_body={"enable_thinking": False},
)
print(completion.model_dump_json())

Java

// This code uses OpenAI SDK version 2.6.0
import com.openai.client.OpenAIClient;
import com.openai.client.okhttp.OpenAIOkHttpClient;
import com.openai.models.chat.completions.ChatCompletion;
import com.openai.models.chat.completions.ChatCompletionCreateParams;

public class Main {
    public static void main(String[] args) {
        OpenAIClient client = OpenAIOkHttpClient.builder()
                // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                // Replace {WorkspaceId} with your actual workspace ID. URLs vary by region.
                .baseUrl("https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1") 
                .build();

        ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
                .addUserMessage("Who are you?")
                .model("qwen-plus")
                .build();

        try {
            ChatCompletion chatCompletion = client.chat().completions().create(params);
            System.out.println(chatCompletion);
        } catch (Exception e) {
            System.err.println("Error occurred: " + e.getMessage());
            e.printStackTrace();
        }
    }
}

Node.js

import OpenAI from "openai";

const openai = new OpenAI(
    {
        // If the environment variable is not configured, replace the following line with your Model Studio API key: apiKey: "sk-xxx",
        // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
        apiKey: process.env.DASHSCOPE_API_KEY,
        // Replace {WorkspaceId} with your actual workspace ID. URLs vary by region.
        baseURL: "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1" 
    }
);

async function main() {
    const completion = await openai.chat.completions.create({
        model: "qwen-plus",  // This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
        messages: [
            { role: "system", content: "You are a helpful assistant." },
            { role: "user", content: "Who are you?" }
        ],
    });
    console.log(JSON.stringify(completion))
}

main();

Go

package main

import (
	"context"
	"os"

	"github.com/openai/openai-go"
	"github.com/openai/openai-go/option"
)

func main() {
	client := openai.NewClient(
	        // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
		option.WithAPIKey(os.Getenv("DASHSCOPE_API_KEY")), // defaults to os.LookupEnv("OPENAI_API_KEY")
		// Replace {WorkspaceId} with your actual workspace ID. URLs vary by region.
		option.WithBaseURL("https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/"), 
	)
	chatCompletion, err := client.Chat.Completions.New(
		context.TODO(), openai.ChatCompletionNewParams{
			Messages: openai.F(
				[]openai.ChatCompletionMessageParamUnion{
					openai.UserMessage("Who are you?"),
				},
			),
			Model: openai.F("qwen-plus"),
		},
	)

	if err != nil {
		panic(err.Error())
	}

	println(chatCompletion.Choices[0].Message.Content)
}

C# (HTTP)

using System.Net.Http.Headers;
using System.Text;

class Program
{
    private static readonly HttpClient httpClient = new HttpClient();

    static async Task Main(string[] args)
    {
        // If the environment variable is not configured, replace the following line with your Model Studio API key: string? apiKey = "sk-xxx";
        // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
        string? apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY");

        if (string.IsNullOrEmpty(apiKey))
        {
            Console.WriteLine("API Key not set. Make sure the 'DASHSCOPE_API_KEY' environment variable is set.");
            return;
        }

        // Set the request URL and content
        // Replace {WorkspaceId} with your actual workspace ID. URLs vary by region.
        string url = "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/chat/completions";
        // This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
        string jsonContent = @"{
            ""model"": ""qwen-plus"",
            ""messages"": [
                {
                    ""role"": ""system"",
                    ""content"": ""You are a helpful assistant.""
                },
                {
                    ""role"": ""user"", 
                    ""content"": ""Who are you?""
                }
            ]
        }";

        // Send the request and get the response
        string result = await SendPostRequestAsync(url, jsonContent, apiKey);

        // Print the result
        Console.WriteLine(result);
    }

    private static async Task<string> SendPostRequestAsync(string url, string jsonContent, string apiKey)
    {
        using (var content = new StringContent(jsonContent, Encoding.UTF8, "application/json"))
        {
            // Set request headers
            httpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
            httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));

            // Send the request and get the response
            HttpResponseMessage response = await httpClient.PostAsync(url, content);

            // Process the response
            if (response.IsSuccessStatusCode)
            {
                return await response.Content.ReadAsStringAsync();
            }
            else
            {
                return $"Request failed: {response.StatusCode}";
            }
        }
    }
}

PHP (HTTP)

<?php
// Set the request URL
// Replace {WorkspaceId} with your actual workspace ID. URLs vary by region.
$url = 'https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/chat/completions';
// If the environment variable is not configured, replace the following line with your Model Studio API key: $apiKey = "sk-xxx";
// API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
$apiKey = getenv('DASHSCOPE_API_KEY');
// Set request headers
$headers = [
    'Authorization: Bearer '.$apiKey,
    'Content-Type: application/json'
];
// Set the request body
$data = [
    // This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
    "model" => "qwen-plus",
    "messages" => [
        [
            "role" => "system",
            "content" => "You are a helpful assistant."
        ],
        [
            "role" => "user",
            "content" => "Who are you?"
        ]
    ]
];
// Initialize a cURL session
$ch = curl_init();
// Set cURL options
curl_setopt($ch, CURLOPT_URL, $url);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);
// Execute the cURL session
$response = curl_exec($ch);
// Check for errors
if (curl_errno($ch)) {
    echo 'Curl error: ' . curl_error($ch);
}
// Close the cURL resource
curl_close($ch);
// Print the response
echo $response;
?>

curl

Replace {WorkspaceId} with your workspace ID. The URLs vary by region. You can obtain an API key at https://www.alibabacloud.com/help/en/model-studio/get-api-key.

curl -X POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/chat/completions \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
-H "Content-Type: application/json" \
-d '{
    "model": "qwen-plus",
    "messages": [
        {
            "role": "system",
            "content": "You are a helpful assistant."
        },
        {
            "role": "user", 
            "content": "Who are you?"
        }
    ]
}'

Python

import os
from openai import OpenAI

client = OpenAI(
    # If the environment variable is not configured, replace the following line with your Model Studio API key: api_key="sk-xxx"
    # API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    base_url="https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1",
)
completion = client.chat.completions.create(
    model="qwen-plus",  # This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
    messages=[{'role': 'system', 'content': 'You are a helpful assistant.'},
                {'role': 'user', 'content': 'Who are you?'}],
    stream=True,
    stream_options={"include_usage": True}
    )
for chunk in completion:
    print(chunk.model_dump_json())

Node.js

import OpenAI from "openai";

const openai = new OpenAI(
    {
        // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
        apiKey: process.env.DASHSCOPE_API_KEY,
        baseURL: "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1"
    }
);

async function main() {
    const completion = await openai.chat.completions.create({
        model: "qwen-plus", // This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
        messages: [
            {"role": "system", "content": "You are a helpful assistant."},
            {"role": "user", "content": "Who are you?"}
        ],
        stream: true,
    });
    for await (const chunk of completion) {
        console.log(JSON.stringify(chunk));
    }
}

main();

curl

Replace {WorkspaceId} with your workspace ID. The URLs vary by region. You can obtain an API key at https://www.alibabacloud.com/help/en/model-studio/get-api-key.

curl --location "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/chat/completions" \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header "Content-Type: application/json" \
--data '{
    "model": "qwen-plus",
    "messages": [
        {
            "role": "system",
            "content": "You are a helpful assistant."
        },
        {
            "role": "user", 
            "content": "Who are you?"
        }
    ],
    "stream":true
}'

Python

import os
from openai import OpenAI

client = OpenAI(
    # If the environment variable is not configured, replace the following line with your Model Studio API key: api_key="sk-xxx"
    # API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    base_url="https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1",
)
completion = client.chat.completions.create(
    model="qwen-vl-plus",  # This example uses qwen-vl-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/models
    messages=[{"role": "user","content": [
            {"type": "image_url",
             "image_url": {"url": "https://dashscope.oss-cn-beijing.aliyuncs.com/images/dog_and_girl.jpeg"}},
            {"type": "text", "text": "What is this?"},
            ]}]
    )
print(completion.model_dump_json())

Node.js

import OpenAI from "openai";

const openai = new OpenAI(
    {
        // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
        apiKey: process.env.DASHSCOPE_API_KEY,
        baseURL: "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1"
    }
);

async function main() {
    const response = await openai.chat.completions.create({
        model: "qwen-vl-max", // This example uses qwen-vl-max. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/models
        messages: [{role: "user",content: [
            { type: "image_url",image_url: {"url": "https://dashscope.oss-cn-beijing.aliyuncs.com/images/dog_and_girl.jpeg"}},
            { type: "text", text: "What is this?" },
        ]}]
    });
    console.log(JSON.stringify(response));
}

main();

curl

Replace {WorkspaceId} with your workspace ID. The URLs vary by region. You can obtain an API key at https://www.alibabacloud.com/help/en/model-studio/get-api-key.

curl -X POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/chat/completions \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
-H 'Content-Type: application/json' \
-d '{
  "model": "qwen-vl-plus",
  "messages": [{
      "role": "user",
      "content": [
       {"type": "image_url","image_url": {"url": "https://dashscope.oss-cn-beijing.aliyuncs.com/images/dog_and_girl.jpeg"}},
       {"type": "text","text": "What is this?"}
       ]}]
}'

Python

import os
from openai import OpenAI

client = OpenAI(
    # If the environment variable is not configured, replace the following line with your Model Studio API key: api_key="sk-xxx"
    # API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    base_url="https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1",  
)

tools = [
    # Tool 1: Get the current time
    {
        "type": "function",
        "function": {
            "name": "get_current_time",
            "description": "Useful when you want to know the current time.",
            "parameters": {}  # Because getting the current time requires no input parameters, parameters is an empty dictionary
        }
    },  
    # Tool 2: Get the weather for a specified city
    {
        "type": "function",
        "function": {
            "name": "get_current_weather",
            "description": "Useful when you want to query the weather of a specified city.",
            "parameters": {  
                "type": "object",
                "properties": {
                    # A location must be provided to query the weather, so the parameter is set to location
                    "location": {
                        "type": "string",
                        "description": "A city or district, such as Beijing, Hangzhou, or Yuhang District."
                    }
                },
                "required": ["location"]
            }
        }
    }
]
messages = [{"role": "user", "content": "What's the weather like in Hangzhou?"}]
completion = client.chat.completions.create(
    model="qwen-plus",  # This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
    messages=messages,
    tools=tools
)

print(completion.model_dump_json())

Node.js

import OpenAI from "openai";

const openai = new OpenAI(
    {
        // If the environment variable is not configured, replace the following line with your Model Studio API key: apiKey: "sk-xxx",
        // API keys vary by region. Get API Key: https://www.alibabacloud.com/help/en/model-studio/get-api-key
        apiKey: process.env.DASHSCOPE_API_KEY,
        baseURL: "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1"
    }
);

const messages = [{"role": "user", "content": "What's the weather like in Hangzhou?"}];
const tools = [
// Tool 1: Get the current time
{
    "type": "function",
    "function": {
        "name": "get_current_time",
        "description": "Useful when you want to know the current time.",
        // Because getting the current time requires no input parameters, parameters is empty
        "parameters": {}  
    }
},  
// Tool 2: Get the weather for a specified city
{
    "type": "function",
    "function": {
        "name": "get_current_weather",
        "description": "Useful when you want to query the weather of a specified city.",
        "parameters": {  
            "type": "object",
            "properties": {
                // A location must be provided to query the weather, so the parameter is set to location
                "location": {
                    "type": "string",
                    "description": "A city or district, such as Beijing, Hangzhou, or Yuhang District."
                }
            },
            "required": ["location"]
        }
    }
}
];

async function main() {
    const response = await openai.chat.completions.create({
        model: "qwen-plus", // This example uses qwen-plus. You can replace it with another model name as needed. Model list: https://www.alibabacloud.com/help/en/model-studio/getting-started/models
        messages: messages,
        tools: tools,
    });
    console.log(JSON.stringify(response));
}

main();

curl

Replace {WorkspaceId} with your workspace ID. The URLs vary by region. For more information, see Get API Key.

curl -X POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/chat/completions \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
-H "Content-Type: application/json" \
-d '{
    "model": "qwen-plus",
    "messages": [
        {
            "role": "system",
            "content": "You are a helpful assistant."
        },
        {
            "role": "user", 
            "content": "What is the weather like in Hangzhou?"
        }
    ],
    "tools": [
    {
        "type": "function",
        "function": {
            "name": "get_current_time",
            "description": "Useful when you want to know the current time.",
            "parameters": {}
        }
    },
    {
        "type": "function",
        "function": {
            "name": "get_current_weather",
            "description": "Useful when you want to query the weather of a specified city.",
            "parameters": {
                "type": "object",
                "properties": {
                    "location":{
                        "type": "string",
                        "description": "A city or district, such as Beijing, Hangzhou, or Yuhang District."
                    }
                },
                "required": ["location"]
            }
        }
    }
  ]
}'