Alibaba Cloud Model Studio:Synchronous API details

Python

import os
from openai import OpenAI

client = OpenAI(
    # If you use a model in the China (Beijing) region, use an API key for that region. Get one at: https://bailian.console.alibabacloud.com/?tab=model#/api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),  # If you have not configured an environment variable, replace this with your API key.
    # If you use a model in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1
    base_url="https://dashscope-intl.aliyuncs.com/compatible-mode/v1"  
)

completion = client.embeddings.create(
    model="text-embedding-v4",
    input='The clothes are of good quality and look good, definitely worth the wait. I love them.',
    dimensions=1024,
    encoding_format="float"
)

print(completion.model_dump_json())

Java

import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
import java.util.HashMap;
import java.util.Map;
import com.alibaba.dashscope.utils.JsonUtils;

public final class Main {
    public static void main(String[] args) {
        // If you use a model in the China (Beijing) region, use an API key for that region. Get one at: https://bailian.console.alibabacloud.com/?tab=model#/api-key
        String apiKey = System.getenv("DASHSCOPE_API_KEY");
        if (apiKey == null) {
            System.out.println("DASHSCOPE_API_KEY not found in environment variables");
            return;
        }
        // If you use a model in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/embeddings
        String baseUrl = "https://dashscope-intl.aliyuncs.com/compatible-mode/v1/embeddings";
        HttpClient client = HttpClient.newHttpClient();

        Map<String, Object> requestBody = new HashMap<>();
        requestBody.put("model", "text-embedding-v4");
        requestBody.put("input", "The wind is strong, the sky is high, and the apes cry mournfully. The islet is clear, the sand is white, and the birds fly back. The boundless forest sheds its leaves shower by shower. The endless river rolls on wave after wave.");
        requestBody.put("dimensions", 1024);
        requestBody.put("encoding_format", "float");

        try {
            String requestBodyString = JsonUtils.toJson(requestBody);
            HttpRequest request = HttpRequest.newBuilder()
                    .uri(URI.create(baseUrl))
                    .header("Content-Type", "application/json")
                    .header("Authorization", "Bearer " + apiKey)
                    .POST(HttpRequest.BodyPublishers.ofString(requestBodyString))
                    .build();
                    
            HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
            if (response.statusCode() == 200) {
                System.out.println("Response: " + response.body());
            } else {
                System.out.printf("Failed to retrieve response, status code: %d, response: %s%n", response.statusCode(), response.body());
            }
        } catch (Exception e) {
            System.err.println("Error: " + e.getMessage());
        }
    }
}

Curl

If you use a model in the China (Beijing) region, use an API key for that region and replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/embeddings

curl --location 'https://dashscope-intl.aliyuncs.com/compatible-mode/v1/embeddings' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
    "model": "text-embedding-v4",
    "input": "The wind is strong, the sky is high, and the apes cry mournfully. The islet is clear, the sand is white, and the birds fly back. The boundless forest sheds its leaves shower by shower. The endless river rolls on wave after wave.",  
    "dimensions": 1024,  
    "encoding_format": "float"
}'

Python

import os
from openai import OpenAI

client = OpenAI(
    # If you use a model in the China (Beijing) region, use an API key for that region. Get one at: https://bailian.console.alibabacloud.com/?tab=model#/api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),  # If you have not configured an environment variable, replace this with your API key.
    # If you use a model in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1
    base_url="https://dashscope-intl.aliyuncs.com/compatible-mode/v1"  
)

completion = client.embeddings.create(
    model="text-embedding-v4",
    input=['The wind is strong, the sky is high, and the apes cry mournfully.', 'The islet is clear, the sand is white, and the birds fly back.', 'The boundless forest sheds its leaves shower by shower.', 'The endless river rolls on wave after wave.'],
    dimensions=1024,
    encoding_format="float"
)

print(completion.model_dump_json())

Java

import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
import java.util.HashMap;
import java.util.Map;
import java.util.List;
import java.util.Arrays;
import com.alibaba.dashscope.utils.JsonUtils;

public final class Main {
    public static void main(String[] args) {
        /** Get the API key from an environment variable. If not configured, replace it directly with your API key. */
        // If you use a model in the China (Beijing) region, use an API key for that region. Get one at: https://bailian.console.alibabacloud.com/?tab=model#/api-key
        String apiKey = System.getenv("DASHSCOPE_API_KEY");
        if (apiKey == null) {
            System.out.println("DASHSCOPE_API_KEY not found in environment variables");
            return;
        }
        // If you use a model in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/embeddings
        String baseUrl = "https://dashscope-intl.aliyuncs.com/compatible-mode/v1/embeddings";
        HttpClient client = HttpClient.newHttpClient();
        Map<String, Object> requestBody = new HashMap<>();
        requestBody.put("model", "text-embedding-v4");
        List<String> inputList = Arrays.asList("The wind is strong, the sky is high, and the apes cry mournfully.", "The islet is clear, the sand is white, and the birds fly back.", "The boundless forest sheds its leaves shower by shower.", "The endless river rolls on wave after wave.");
        requestBody.put("input", inputList);
        requestBody.put("encoding_format", "float");

        try {
            /** Convert the request body to a JSON string. */
            String requestBodyString = JsonUtils.toJson(requestBody);

            /** Build the HTTP request. */
            HttpRequest request = HttpRequest.newBuilder()
                    .uri(URI.create(baseUrl))
                    .header("Content-Type", "application/json")
                    .header("Authorization", "Bearer " + apiKey)
                    .POST(HttpRequest.BodyPublishers.ofString(requestBodyString))
                    .build();

            /** Send the request and receive the response. */
            HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
            if (response.statusCode() == 200) {
                System.out.println("Response: " + response.body());
            } else {
                System.out.printf("Failed to retrieve response, status code: %d, response: %s%n", response.statusCode(), response.body());
            }
        } catch (Exception e) {
            /** Catch and print the exception. */
            System.err.println("Error: " + e.getMessage());
        }
    }
}

Curl

If you use a model in the China (Beijing) region, use an API key for that region and replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/embeddings

curl --location 'https://dashscope-intl.aliyuncs.com/compatible-mode/v1/embeddings' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
    "model": "text-embedding-v4",
    "input": [
        "The wind is strong, the sky is high, and the apes cry mournfully.",
        "The islet is clear, the sand is white, and the birds fly back.", 
        "The boundless forest sheds its leaves shower by shower.", 
        "The endless river rolls on wave after wave."
        ],
    "dimensions": 1024,
    "encoding_format": "float"
}'

Python

import os
from openai import OpenAI

client = OpenAI(
    # If you use a model in the China (Beijing) region, use an API key for that region. Get one at: https://bailian.console.alibabacloud.com/?tab=model#/api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),  # If you have not configured an environment variable, replace this with your API key.
    # If you use a model in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1
    base_url="https://dashscope-intl.aliyuncs.com/compatible-mode/v1"  
)
# Make sure to replace 'texts_to_embedding.txt' with your own file name or path.
with open('texts_to_embedding.txt', 'r', encoding='utf-8') as f:
    completion = client.embeddings.create(
        model="text-embedding-v4",
        input=f,
        encoding_format="float"
    )
print(completion.model_dump_json())

Java

import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
import java.util.HashMap;
import java.util.Map;
import java.io.BufferedReader;
import java.io.FileReader;
import java.io.IOException;
import com.alibaba.dashscope.utils.JsonUtils;

public class Main {
    public static void main(String[] args) {
        /** Get the API key from an environment variable. If not configured, replace it directly with your API key. */
        // If you use a model in the China (Beijing) region, use an API key for that region. Get one at: https://bailian.console.alibabacloud.com/?tab=model#/api-key
        String apiKey = System.getenv("DASHSCOPE_API_KEY");
        if (apiKey == null) {
            System.out.println("DASHSCOPE_API_KEY not found in environment variables");
            return;
        }
        // If you use a model in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/embeddings
        String baseUrl = "https://dashscope-intl.aliyuncs.com/compatible-mode/v1/embeddings";
        HttpClient client = HttpClient.newHttpClient();

        /** Read the input file. */
        StringBuilder inputText = new StringBuilder();
        try (BufferedReader reader = new BufferedReader(new FileReader("<path_to_your_content_root>"))) {
            String line;
            while ((line = reader.readLine()) != null) {
                inputText.append(line).append("\n");
            }
        } catch (IOException e) {
            System.err.println("Error reading input file: " + e.getMessage());
            return;
        }

        Map<String, Object> requestBody = new HashMap<>();
        requestBody.put("model", "text-embedding-v4");
        requestBody.put("input", inputText.toString().trim());
        requestBody.put("dimensions", 1024);
        requestBody.put("encoding_format", "float");

        try {
            String requestBodyString = JsonUtils.toJson(requestBody);

            /** Build the HTTP request. */
            HttpRequest request = HttpRequest.newBuilder()
                    .uri(URI.create(baseUrl))
                    .header("Content-Type", "application/json")
                    .header("Authorization", "Bearer " + apiKey)
                    .POST(HttpRequest.BodyPublishers.ofString(requestBodyString))
                    .build();
            HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
            if (response.statusCode() == 200) {
                System.out.println("Response: " + response.body());
            } else {
                System.out.printf("Failed to retrieve response, status code: %d, response: %s%n", response.statusCode(), response.body());
            }
        } catch (Exception e) {
            System.err.println("Error: " + e.getMessage());
        }
    }
}

Curl

If you use a model in the China (Beijing) region, use an API key for that region and replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/embeddings

Make sure to replace 'texts_to_embedding.txt' with your file name or path.

FILE_CONTENT=$(cat texts_to_embedding.txt | jq -Rs .)
curl --location 'https://dashscope-intl.aliyuncs.com/compatible-mode/v1/embeddings' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
    "model": "text-embedding-v4",
    "input": ['"$FILE_CONTENT"'],
    "dimensions": 1024,
    "encoding_format": "float"
}'