Corps de la requête | Conversation à tour uniquePythonExemple de requêteimport os
from http import HTTPStatus
from dashscope import Application
import dashscope
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
response = Application.call(
# Configure API key: use environment variable or replace with your Model Studio API key (do not hard code in production).
api_key=os.getenv("DASHSCOPE_API_KEY"),
app_id='APP_ID',# Replace with your actual application ID
prompt='Who are you?')
if response.status_code != HTTPStatus.OK:
print(f'request_id={response.request_id}')
print(f'code={response.status_code}')
print(f'message={response.message}')
print(f'See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code')
else:
print(response.output.text)
JavaExemple de requête// We recommend dashscope SDK version >= 2.12.0
import com.alibaba.dashscope.app.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.utils.Constants;
public class Main {
static {
Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
}
public static void appCall()
throws ApiException, NoApiKeyException, InputRequiredException {
ApplicationParam param = ApplicationParam.builder()
// If you have not configured an environment variable, replace the following line with .apiKey("sk-xxx") using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
.apiKey(System.getenv("DASHSCOPE_API_KEY"))
.appId("APP_ID")
.prompt("Who are you?")
.build();
Application application = new Application();
ApplicationResult result = application.call(param);
System.out.printf("text: %s\n",
result.getOutput().getText());
}
public static void main(String[] args) {
try {
appCall();
} catch (ApiException | NoApiKeyException | InputRequiredException e) {
System.err.println("message: "+e.getMessage());
System.out.println("See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code");
}
System.exit(0);
}
}
HTTPcurlExemple de requêtecurl -X POST https://dashscope-intl.aliyuncs.com/api/v1/apps/APP_ID/completion \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
"input": {
"prompt": "Who are you?"
},
"parameters": {},
"debug": {}
}'
Remplacez APP_ID par l'ID réel de votre application.
PHPExemple de requête<?php
# If you have not configured an environment variable, replace the following line with $api_key="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
$api_key = getenv("DASHSCOPE_API_KEY");
$application_id = 'APP_ID'; // Replace with your actual application ID
$url = "https://dashscope-intl.aliyuncs.com/api/v1/apps/$application_id/completion";
// Construct request data
$data = [
"input" => [
'prompt' => 'Who are you?'
]
];
// Encode data as JSON
$dataString = json_encode($data);
// Check if json_encode succeeded
if (json_last_error() !== JSON_ERROR_NONE) {
die("JSON encoding failed with error: " . json_last_error_msg());
}
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_POSTFIELDS, $dataString);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
'Content-Type: application/json',
'Authorization: Bearer ' . $api_key
]);
// Execute request
$response = curl_exec($ch);
// Check if cURL execution succeeded
if ($response === false) {
die("cURL Error: " . curl_error($ch));
}
// Get HTTP status code
$status_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);
// Close cURL session
curl_close($ch);
// Decode response data
$response_data = json_decode($response, true);
// Handle response
if ($status_code == 200) {
if (isset($response_data['output']['text'])) {
echo "{$response_data['output']['text']}\n";
} else {
echo "No text in response.\n";
}}
else {
if (isset($response_data['request_id'])) {
echo "request_id={$response_data['request_id']}\n";}
echo "code={$status_code}\n";
if (isset($response_data['message'])) {
echo "message={$response_data['message']}\n";}
else {
echo "message=Unknown error\n";}
}
?>
Node.jsInstallez les dépendances requises :npm install axios
Exemple de requêteconst axios = require('axios');
async function callDashScope() {
// If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID';// Replace with your actual application ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
const data = {
input: {
prompt: "Who are you?"
},
parameters: {},
debug: {}
};
try {
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json'
}
});
if (response.status === 200) {
console.log(`${response.data.output.text}`);
} else {
console.log(`request_id=${response.headers['request_id']}`);
console.log(`code=${response.status}`);
console.log(`message=${response.data.message}`);
}
} catch (error) {
console.error(`Error calling DashScope: ${error.message}`);
if (error.response) {
console.error(`Response status: ${error.response.status}`);
console.error(`Response data: ${JSON.stringify(error.response.data, null, 2)}`);
}
}
}
callDashScope();
C#Exemple de requêteusing System;
using System.Net.Http;
using System.Text;
using System.Threading.Tasks;
class Program
{
static async Task Main(string[] args)
{
//If you have not configured an environment variable, replace the following line with apiKey="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
string apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY") ?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");
string appId = "APP_ID"; // Replace with your actual application ID
string url = $"https://dashscope-intl.aliyuncs.com/api/v1/apps/{appId}/completion";
using (HttpClient client = new HttpClient())
{
client.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
string jsonContent = @"{
""input"": {
""prompt"": ""Who are you?""
},
""parameters"": {},
""debug"": {}
}";
HttpContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
try
{
HttpResponseMessage response = await client.PostAsync(url, content);
if (response.IsSuccessStatusCode)
{
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine("Request successful:");
Console.WriteLine(responseBody);
}
else
{
Console.WriteLine($"Request failed with status code: {response.StatusCode}");
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
}
catch (Exception ex)
{
Console.WriteLine($"Error calling DashScope: {ex.Message}");
}
}
}
}
GoExemple de requêtepackage main
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
)
func main() {
// If you have not configured an environment variable, replace the following line with apiKey := "sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
apiKey := os.Getenv("DASHSCOPE_API_KEY")
appId := "APP_ID" // Replace with your actual application ID
if apiKey == "" {
fmt.Println("Make sure DASHSCOPE_API_KEY is set.")
return
}
url := fmt.Sprintf("https://dashscope-intl.aliyuncs.com/api/v1/apps/%s/completion", appId)
// Create request body
requestBody := map[string]interface{}{
"input": map[string]string{
"prompt": "Who are you?",
},
"parameters": map[string]interface{}{},
"debug": map[string]interface{}{},
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
fmt.Printf("Failed to marshal JSON: %v\n", err)
return
}
// Create HTTP POST request
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
if err != nil {
fmt.Printf("Failed to create request: %v\n", err)
return
}
// Set request headers
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
fmt.Printf("Failed to send request: %v\n", err)
return
}
defer resp.Body.Close()
// Read response
body, err := io.ReadAll(resp.Body)
if err != nil {
fmt.Printf("Failed to read response: %v\n", err)
return
}
// Handle response
if resp.StatusCode == http.StatusOK {
fmt.Println("Request successful:")
fmt.Println(string(body))
} else {
fmt.Printf("Request failed with status code: %d\n", resp.StatusCode)
fmt.Println(string(body))
}
}
Conversation multi-toursActivez les conversations multi-tours à l'aide de session_id ou messages. PythonExemple de requêteimport os
from http import HTTPStatus
from dashscope import Application
import dashscope
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
def call_with_session():
response = Application.call(
# Configure API key: use environment variable or replace with your Model Studio API key (do not hard code in production).
api_key=os.getenv("DASHSCOPE_API_KEY"),
app_id='APP_ID', # Replace with your actual application ID
prompt='Who are you?')
if response.status_code != HTTPStatus.OK:
print(f'request_id={response.request_id}')
print(f'code={response.status_code}')
print(f'message={response.message}')
print(f'See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code')
return response
responseNext = Application.call(
# Configure API key: use environment variable or replace with your Model Studio API key (do not hard code in production).
api_key=os.getenv("DASHSCOPE_API_KEY"),
app_id='APP_ID', # Replace with your actual application ID
prompt='What skills do you have?',
session_id=response.output.session_id) # session_id from the previous response
if responseNext.status_code != HTTPStatus.OK:
print(f'request_id={responseNext.request_id}')
print(f'code={responseNext.status_code}')
print(f'message={responseNext.message}')
print(f'See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code')
else:
print('%s\n session_id=%s\n' % (responseNext.output.text, responseNext.output.session_id))
# print('%s\n' % (response.usage))
if __name__ == '__main__':
call_with_session()
JavaExemple de requêteimport com.alibaba.dashscope.app.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import java.util.Arrays;
import java.util.List;
import com.alibaba.dashscope.utils.Constants;
public class Main {
static {
Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
}
public static void callWithSession()
throws ApiException, NoApiKeyException, InputRequiredException {
ApplicationParam param = ApplicationParam.builder()
// If you have not configured an environment variable, replace the following line with .apiKey("sk-xxx") using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
.apiKey(System.getenv("DASHSCOPE_API_KEY"))
// Replace with your actual application ID
.appId("APP_ID")
.prompt("Who are you?")
.build();
Application application = new Application();
ApplicationResult result = application.call(param);
param.setSessionId(result.getOutput().getSessionId());
param.setPrompt("What skills do you have?");
result = application.call(param);
System.out.printf("%s\n session_id: %s\n",
result.getOutput().getText(), result.getOutput().getSessionId());
}
public static void main(String[] args) {
try {
callWithSession();
} catch (ApiException | NoApiKeyException | InputRequiredException e) {
System.out.printf("Exception: %s", e.getMessage());
System.out.println("See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code");
}
System.exit(0);
}
}
HTTPcurlExemple de requête (tour de conversation précédent)curl -X POST https://dashscope-intl.aliyuncs.com/api/v1/apps/APP_ID/completion \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
"input": {
"prompt": "Who are you?"
},
"parameters": {},
"debug": {}
}'
Exemple de requête (tour suivant)curl -X POST https://dashscope-intl.aliyuncs.com/api/v1/apps/APP_ID/completion \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
"input": {
"prompt": "What skills do you have?",
"session_id":"4f8ef7233dc641aba496cb201fa59f8c"
},
"parameters": {},
"debug": {}
}'
PHPExemple de requête (tour de conversation précédent)<?php
# If you have not configured an environment variable, replace the following line with $api_key="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
$api_key = getenv("DASHSCOPE_API_KEY");
$application_id = 'APP_ID'; // Replace with your actual application ID
$url = "https://dashscope-intl.aliyuncs.com/api/v1/apps/$application_id/completion";
// Construct request data
$data = [
"input" => [
'prompt' => 'Who are you?'
]
];
// Encode data as JSON
$dataString = json_encode($data);
// Check if json_encode succeeded
if (json_last_error() !== JSON_ERROR_NONE) {
die("JSON encoding failed with error: " . json_last_error_msg());
}
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_POSTFIELDS, $dataString);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
'Content-Type: application/json',
'Authorization: Bearer ' . $api_key
]);
// Execute request
$response = curl_exec($ch);
// Check if cURL execution succeeded
if ($response === false) {
die("cURL Error: " . curl_error($ch));
}
// Get HTTP status code
$status_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);
// Close cURL session
curl_close($ch);
// Decode response data
$response_data = json_decode($response, true);
// Handle response
if ($status_code == 200) {
if (isset($response_data['output']['text'])) {
echo "{$response_data['output']['text']}\n";
} else {
echo "No text in response.\n";
};
if (isset($response_data['output']['session_id'])) {
echo "session_id={$response_data['output']['session_id']}\n";
}
}else {
if (isset($response_data['request_id'])) {
echo "request_id={$response_data['request_id']}\n";}
echo "code={$status_code}\n";
if (isset($response_data['message'])) {
echo "message={$response_data['message']}\n";}
else {
echo "message=Unknown error\n";}
}
?>
Exemple de requête (tour suivant)<?php
# If you have not configured an environment variable, replace the following line with $api_key="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
$api_key = getenv("DASHSCOPE_API_KEY");
$application_id = 'APP_ID'; // Replace with your actual application ID
$url = "https://dashscope-intl.aliyuncs.com/api/v1/apps/$application_id/completion";
// Construct request data
$data = [
"input" => [
'prompt' => 'What skills do you have?',
// Replace with the actual session_id returned from the previous conversation
'session_id' => '2e658bcb514f4d30ab7500b4766a8d43'
]
];
// Encode data as JSON
$dataString = json_encode($data);
// Check if json_encode succeeded
if (json_last_error() !== JSON_ERROR_NONE) {
die("JSON encoding failed with error: " . json_last_error_msg());
}
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_POSTFIELDS, $dataString);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
'Content-Type: application/json',
'Authorization: Bearer ' . $api_key
]);
// Execute request
$response = curl_exec($ch);
// Check if cURL execution succeeded
if ($response === false) {
die("cURL Error: " . curl_error($ch));
}
// Get HTTP status code
$status_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);
// Close cURL session
curl_close($ch);
// Decode response data
$response_data = json_decode($response, true);
// Handle response
if ($status_code == 200) {
if (isset($response_data['output']['text'])) {
echo "{$response_data['output']['text']}\n";
} else {
echo "No text in response.\n";
};
if (isset($response_data['output']['session_id'])) {
echo "session_id={$response_data['output']['session_id']}\n";
}
}else {
if (isset($response_data['request_id'])) {
echo "request_id={$response_data['request_id']}\n";}
echo "code={$status_code}\n";
if (isset($response_data['message'])) {
echo "message={$response_data['message']}\n";}
else {
echo "message=Unknown error\n";}
}
?>
Node.jsInstallez les dépendances requises :npm install axios
Exemple de requête (conversation précédente)const axios = require('axios');
async function callDashScope() {
// If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID';// Replace with your actual application ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
const data = {
input: {
prompt: "Who are you?"
},
parameters: {},
debug: {}
};
try {
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json'
}
});
if (response.status === 200) {
console.log(`${response.data.output.text}`);
console.log(`session_id=${response.data.output.session_id}`);
} else {
console.log(`request_id=${response.headers['request_id']}`);
console.log(`code=${response.status}`);
console.log(`message=${response.data.message}`);
}
} catch (error) {
console.error(`Error calling DashScope: ${error.message}`);
if (error.response) {
console.error(`Response status: ${error.response.status}`);
console.error(`Response data: ${JSON.stringify(error.response.data, null, 2)}`);
}
}
}
callDashScope();
Exemple de requête (tour suivant)const axios = require('axios');
async function callDashScope() {
// If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID';// Replace with your actual application ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
// Replace session_id with the actual session_id from the previous conversation
const data = {
input: {
prompt: "What skills do you have?",
session_id: 'fe4ce8b093bf46159ea9927a7b22f0d3',
},
parameters: {},
debug: {}
};
try {
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json'
}
});
if (response.status === 200) {
console.log(`${response.data.output.text}`);
console.log(`session_id=${response.data.output.session_id}`);
} else {
console.log(`request_id=${response.headers['request_id']}`);
console.log(`code=${response.status}`);
console.log(`message=${response.data.message}`);
}
} catch (error) {
console.error(`Error calling DashScope: ${error.message}`);
if (error.response) {
console.error(`Response status: ${error.response.status}`);
console.error(`Response data: ${JSON.stringify(error.response.data, null, 2)}`);
}
}
}
callDashScope();
C#Exemple de requête (premier tour)using System;
using System.Net.Http;
using System.Text;
using System.Threading.Tasks;
class Program
{
static async Task Main(string[] args)
{
//If you have not configured an environment variable, replace the following line with apiKey="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
string apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY") ?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");
string appId = "APP_ID"; // Replace with your actual application ID
string url = $"https://dashscope-intl.aliyuncs.com/api/v1/apps/{appId}/completion";
using (HttpClient client = new HttpClient())
{
client.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
string jsonContent = @"{
""input"": {
""prompt"": ""Who are you?""
},
""parameters"": {},
""debug"": {}
}";
HttpContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
try
{
HttpResponseMessage response = await client.PostAsync(url, content);
if (response.IsSuccessStatusCode)
{
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine("Request successful:");
Console.WriteLine(responseBody);
}
else
{
Console.WriteLine($"Request failed with status code: {response.StatusCode}");
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
}
catch (Exception ex)
{
Console.WriteLine($"Error calling DashScope: {ex.Message}");
}
}
}
}
Exemple de requête (tour suivant)using System;
using System.Net.Http;
using System.Text;
using System.Threading.Tasks;
class Program
{
static async Task Main(string[] args)
{
//If you have not configured an environment variable, replace the following line with apiKey="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
string apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY") ?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");
string appId = "APP_ID"; // Replace with your actual application ID
string url = $"https://dashscope-intl.aliyuncs.com/api/v1/apps/{appId}/completion";
using (HttpClient client = new HttpClient())
{
client.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
string jsonContent = @"{
""input"": {
""prompt"": ""What skills do you have?"",
""session_id"": ""7b830e4cc8fe44faad0e648f9b71435f""
},
""parameters"": {},
""debug"": {}
}";
HttpContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
try
{
HttpResponseMessage response = await client.PostAsync(url, content);
if (response.IsSuccessStatusCode)
{
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine("Request successful:");
Console.WriteLine(responseBody);
}
else
{
Console.WriteLine($"Request failed with status code: {response.StatusCode}");
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
}
catch (Exception ex)
{
Console.WriteLine($"Error calling DashScope: {ex.Message}");
}
}
}
}
GoExemple de requête (tour de conversation précédent)package main
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
)
func main() {
// If you have not configured an environment variable, replace the following line with apiKey := "sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
apiKey := os.Getenv("DASHSCOPE_API_KEY")
appId := "APP_ID" // Replace with your actual application ID
if apiKey == "" {
fmt.Println("Make sure DASHSCOPE_API_KEY is set.")
return
}
url := fmt.Sprintf("https://dashscope-intl.aliyuncs.com/api/v1/apps/%s/completion", appId)
// Create request body
requestBody := map[string]interface{}{
"input": map[string]string{
"prompt": "Who are you?",
},
"parameters": map[string]interface{}{},
"debug": map[string]interface{}{},
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
fmt.Printf("Failed to marshal JSON: %v\n", err)
return
}
// Create HTTP POST request
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
if err != nil {
fmt.Printf("Failed to create request: %v\n", err)
return
}
// Set request headers
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
fmt.Printf("Failed to send request: %v\n", err)
return
}
defer resp.Body.Close()
// Read response
body, err := io.ReadAll(resp.Body)
if err != nil {
fmt.Printf("Failed to read response: %v\n", err)
return
}
// Handle response
if resp.StatusCode == http.StatusOK {
fmt.Println("Request successful:")
fmt.Println(string(body))
} else {
fmt.Printf("Request failed with status code: %d\n", resp.StatusCode)
fmt.Println(string(body))
}
}
Exemple de requête (tour suivant)package main
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
)
func main() {
// If you have not configured an environment variable, replace the following line with apiKey := "sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
apiKey := os.Getenv("DASHSCOPE_API_KEY")
appId := "APP_ID" // Replace with your actual application ID
if apiKey == "" {
fmt.Println("Make sure DASHSCOPE_API_KEY is set.")
return
}
url := fmt.Sprintf("https://dashscope-intl.aliyuncs.com/api/v1/apps/%s/completion", appId)
// Create request body
requestBody := map[string]interface{}{
"input": map[string]string{
"prompt": "What skills do you have?",
"session_id": "f7eea37f0c734c20998a021b688d6de2", // Replace with the actual session_id from the previous conversation
},
"parameters": map[string]interface{}{},
"debug": map[string]interface{}{},
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
fmt.Printf("Failed to marshal JSON: %v\n", err)
return
}
// Create HTTP POST request
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
if err != nil {
fmt.Printf("Failed to create request: %v\n", err)
return
}
// Set request headers
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
fmt.Printf("Failed to send request: %v\n", err)
return
}
defer resp.Body.Close()
// Read response
body, err := io.ReadAll(resp.Body)
if err != nil {
fmt.Printf("Failed to read response: %v\n", err)
return
}
// Handle response
if resp.StatusCode == http.StatusOK {
fmt.Println("Request successful:")
fmt.Println(string(body))
} else {
fmt.Printf("Request failed with status code: %d\n", resp.StatusCode)
fmt.Println(string(body))
}
}
Remplacez APP_ID par l'ID réel de votre application. Remplacez la valeur session_id dans les paramètres d'entrée du tour suivant par la valeur session_id réelle renvoyée lors de la conversation précédente.
Transmission de paramètresTransmettez des paramètres personnalisés à l'aide de biz_params. PythonExemple de requêteimport os
from http import HTTPStatus
# We recommend dashscope SDK version >= 1.14.0
from dashscope import Application
import dashscope
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
biz_params = {
# Pass custom plug-in input parameters for agent applications. Replace <TOOL_ID> with your custom plug-in ID.
"user_defined_params": {
"<TOOL_ID>": {
"article_index": 2}}}
response = Application.call(
# Configure API key: use environment variable or replace with your Model Studio API key (do not hard code in production).
api_key=os.getenv("DASHSCOPE_API_KEY"),
app_id='APP_ID',
prompt='Dormitory rules content',
biz_params=biz_params)
if response.status_code != HTTPStatus.OK:
print(f'request_id={response.request_id}')
print(f'code={response.status_code}')
print(f'message={response.message}')
print(f'See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code')
else:
print('%s\n' % (response.output.text)) # Process to output only text
# print('%s\n' % (response.usage))
JavaExemple de requêteimport com.alibaba.dashscope.app.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.utils.JsonUtils;
import com.alibaba.dashscope.utils.Constants;
public class Main {
static {
Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
}
public static void appCall() throws NoApiKeyException, InputRequiredException {
String bizParams =
// Pass custom plug-in input parameters for agent applications. Replace <TOOL_ID> with your custom plug-in ID.
"{\"user_defined_params\":{\"<TOOL_ID>\":{\"article_index\":2}}}";
ApplicationParam param = ApplicationParam.builder()
// If you have not configured an environment variable, replace the following line with .apiKey("sk-xxx") using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
.apiKey(System.getenv("DASHSCOPE_API_KEY"))
.appId("APP_ID")
.prompt("Dormitory rules content")
.bizParams(JsonUtils.parse(bizParams))
.build();
Application application = new Application();
ApplicationResult result = application.call(param);
System.out.printf("%s\n",
result.getOutput().getText());
}
public static void main(String[] args) {
try {
appCall();
} catch (ApiException | NoApiKeyException | InputRequiredException e) {
System.out.printf("Exception: %s", e.getMessage());
System.out.println("See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code");
}
System.exit(0);
}
}
HTTPcurlExemple de requêtecurl -X POST https://dashscope-intl.aliyuncs.com/api/v1/apps/APP_ID/completion \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
"input": {
"prompt": "Dormitory rules content",
"biz_params":
{
"user_defined_params":
{
"<TOOL_ID>":
{
"article_index": 2
}
}
}
},
"parameters": {},
"debug":{}
}'
Remplacez APP_ID par l'ID réel de votre application. Remplacez <TOOL_ID> par l'ID de votre plugin.
PHPExemple de requête<?php
# If you have not configured an environment variable, replace the following line with $api_key="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
$api_key = getenv("DASHSCOPE_API_KEY");
$application_id = 'APP_ID'; // Replace with your actual application ID
$url = "https://dashscope-intl.aliyuncs.com/api/v1/apps/$application_id/completion";
//Replace <TOOL_ID> with your actual plug-in ID
// Construct request data
$data = [
"input" => [
'prompt' => 'Dormitory rules content',
'biz_params' => [
'user_defined_params' => [
'<TOOL_ID>' => [
'article_index' => 2
]
]
]
],
];
// Encode data as JSON
$dataString = json_encode($data);
// Check if json_encode succeeded
if (json_last_error() !== JSON_ERROR_NONE) {
die("JSON encoding failed with error: " . json_last_error_msg());
}
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_POSTFIELDS, $dataString);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
'Content-Type: application/json',
'Authorization: Bearer ' . $api_key
]);
// Execute request
$response = curl_exec($ch);
// Check if cURL execution succeeded
if ($response === false) {
die("cURL Error: " . curl_error($ch));
}
// Get HTTP status code
$status_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);
// Close cURL session
curl_close($ch);
// Decode response data
$response_data = json_decode($response, true);
// Handle response
if ($status_code == 200) {
if (isset($response_data['output']['text'])) {
echo "{$response_data['output']['text']}\n";
} else {
echo "No text in response.\n";
}
}else {
if (isset($response_data['request_id'])) {
echo "request_id={$response_data['request_id']}\n";}
echo "code={$status_code}\n";
if (isset($response_data['message'])) {
echo "message={$response_data['message']}\n";}
else {
echo "message=Unknown error\n";}
}
?>
Node.jsInstallez les dépendances requises :npm install axios
Exemple de requêteconst axios = require('axios');
async function callDashScope() {
// If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID';// Replace with your actual application ID
const pluginCode = 'TOOL_ID';// Replace with your actual plug-in ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
const data = {
input: {
prompt: "Dormitory rules content",
biz_params: {
user_defined_params: {
[pluginCode]: {
// article_index is a variable for the custom plug-in. Replace it with your actual plug-in variable.
'article_index': 3
}
}
}
},
parameters: {},
debug: {}
};
try {
console.log("Sending request to DashScope API...");
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json'
}
});
if (response.status === 200) {
if (response.data.output && response.data.output.text) {
console.log(`${response.data.output.text}`);
}
} else {
console.log("Request failed:");
if (response.data.request_id) {
console.log(`request_id=${response.data.request_id}`);
}
console.log(`code=${response.status}`);
if (response.data.message) {
console.log(`message=${response.data.message}`);
} else {
console.log('message=Unknown error');
}
}
} catch (error) {
console.error(`Error calling DashScope: ${error.message}`);
if (error.response) {
console.error(`Response status: ${error.response.status}`);
console.error(`Response data: ${JSON.stringify(error.response.data, null, 2)}`);
}
}
}
callDashScope();
C#Exemple de requêteusing System.Text;
class Program
{
static async Task Main(string[] args)
{
// If you have not configured an environment variable, replace the following line with apiKey="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
string apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY")?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");;
string appId = "APP_ID";// Replace with your actual application ID
if (string.IsNullOrEmpty(apiKey))
{
Console.WriteLine("Make sure DASHSCOPE_API_KEY is set.");
return;
}
string url = $"https://dashscope-intl.aliyuncs.com/api/v1/apps/{appId}/completion";
using (HttpClient client = new HttpClient())
{
client.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
string pluginCode = "TOOL_ID"; // Replace TOOL_ID with your actual plug-in ID
string jsonContent = $@"{{
""input"": {{
""prompt"": ""Dormitory rules content"",
""biz_params"": {{
""user_defined_params"": {{
""{pluginCode}"": {{
""article_index"": 2
}}
}}
}}
}},
""parameters"": {{}},
""debug"": {{}}
}}";
HttpContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
try
{
HttpResponseMessage response = await client.PostAsync(url, content);
if (response.IsSuccessStatusCode)
{
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine("Request successful:");
Console.WriteLine(responseBody);
}
else
{
Console.WriteLine($"Request failed with status code: {response.StatusCode}");
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
}
catch (Exception ex)
{
Console.WriteLine($"Error calling DashScope: {ex.Message}");
}
}
}
}
GoExemple de requêtepackage main
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
)
func main() {
// If you have not configured an environment variable, replace the following line with apiKey := "sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
apiKey := os.Getenv("DASHSCOPE_API_KEY")
appId := "APP_ID" // Replace with your actual application ID
pluginCode := "TOOL_ID" // Replace with your actual plug-in ID
if apiKey == "" {
fmt.Println("Make sure DASHSCOPE_API_KEY is set.")
return
}
url := fmt.Sprintf("https://dashscope-intl.aliyuncs.com/api/v1/apps/%s/completion", appId)
// Create request body
requestBody := map[string]interface{}{
"input": map[string]interface{}{
"prompt": "Dormitory rules content",
"biz_params": map[string]interface{}{
"user_defined_params": map[string]interface{}{
pluginCode: map[string]interface{}{
"article_index": 2,
},
},
},
},
"parameters": map[string]interface{}{},
"debug": map[string]interface{}{},
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
fmt.Printf("Failed to marshal JSON: %v\n", err)
return
}
// Create HTTP POST request
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
if err != nil {
fmt.Printf("Failed to create request: %v\n", err)
return
}
// Set request headers
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
fmt.Printf("Failed to send request: %v\n", err)
return
}
defer resp.Body.Close()
// Read response
body, err := io.ReadAll(resp.Body)
if err != nil {
fmt.Printf("Failed to read response: %v\n", err)
return
}
// Handle response
if resp.StatusCode == http.StatusOK {
fmt.Println("Request successful:")
fmt.Println(string(body))
} else {
fmt.Printf("Request failed with status code: %d\n", resp.StatusCode)
fmt.Println(string(body))
}
}
Sortie en streamingActivez la sortie en streaming à l'aide de stream. PythonExemple de requêteimport os
from http import HTTPStatus
from dashscope import Application
import dashscope
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
responses = Application.call(
# Configure API key: use environment variable or replace with your Model Studio API key (do not hard code in production).
api_key=os.getenv("DASHSCOPE_API_KEY"),
app_id='APP_ID',
prompt='Who are you?',
stream=True, # Streaming output
incremental_output=True) # Incremental output
for response in responses:
if response.status_code != HTTPStatus.OK:
print(f'request_id={response.request_id}')
print(f'code={response.status_code}')
print(f'message={response.message}')
print(f'See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code')
else:
print(f'{response.output.text}\n') # Process to output only text
JavaExemple de requête// We recommend dashscope SDK version >= 2.15.0
import com.alibaba.dashscope.app.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import io.reactivex.Flowable;// Streaming output
// Implement streaming output for agent application calls
import com.alibaba.dashscope.utils.Constants;
public class Main {
static {
Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
}
public static void streamCall() throws NoApiKeyException, InputRequiredException {
ApplicationParam param = ApplicationParam.builder()
// If you have not configured an environment variable, replace the following line with .apiKey("sk-xxx") using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
.apiKey(System.getenv("DASHSCOPE_API_KEY"))
// Replace with your actual application ID
.appId("APP_ID")
.prompt("Who are you?")
// Incremental output
.incrementalOutput(true)
.build();
Application application = new Application();
// .streamCall(): streaming output content
Flowable<ApplicationResult> result = application.streamCall(param);
result.blockingForEach(data -> {
System.out.printf("%s\n",
data.getOutput().getText());
});
}
public static void main(String[] args) {
try {
streamCall();
} catch (ApiException | NoApiKeyException | InputRequiredException e) {
System.out.printf("Exception: %s", e.getMessage());
System.out.println("See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code");
}
System.exit(0);
}
}
HTTPcurlExemple de requêtecurl -X POST https://dashscope-intl.aliyuncs.com/api/v1/apps/APP_ID/completion \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--header 'X-DashScope-SSE: enable' \
--data '{
"input": {
"prompt": "Who are you?"
},
"parameters": {
"incremental_output":true
},
"debug": {}
}'
Remplacez APP_ID par l'ID réel de votre application.
PHPExemple de requête<?php
// If you have not configured an environment variable, replace the following line with $api_key="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
$api_key = getenv("DASHSCOPE_API_KEY");
$application_id = 'APP_ID'; // Replace with your actual application ID
$url = "https://dashscope-intl.aliyuncs.com/api/v1/apps/$application_id/completion";
// Construct request data
$data = [
"input" => [
'prompt' => 'Who are you?'],
"parameters" => [
'incremental_output' => true]];// Incremental output
// Encode data as JSON
$dataString = json_encode($data);
// Check if json_encode succeeded
if (json_last_error() !== JSON_ERROR_NONE) {
die("JSON encoding failed with error: " . json_last_error_msg());
}
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_POSTFIELDS, $dataString);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, false); // Do not return transfer data
curl_setopt($ch, CURLOPT_WRITEFUNCTION, function ($ch, $string) {
echo $string; // Handle streaming data
return strlen($string);
});
curl_setopt($ch, CURLOPT_HTTPHEADER, [
'Content-Type: application/json',
'Authorization: Bearer ' . $api_key,
'X-DashScope-SSE: enable' // Streaming output
]);
// Execute request
$response = curl_exec($ch);
// Check if cURL execution succeeded
if ($response === false) {
die("cURL Error: " . curl_error($ch));
}
// Get HTTP status code
$status_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);
// Close cURL session
curl_close($ch);
if ($status_code != 200) {
echo "HTTP Status Code: $status_code\n";
echo "Request Failed.\n";
}
?>
Node.jsInstallez les dépendances requises :npm install axios
Exemple de requête1. Sortie de la réponse complète const axios = require('axios');
async function callDashScope() {
//If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID';// Replace with your actual application ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
const data = {
input: {
prompt: "Who are you?"
},
parameters: {
'incremental_output' : 'true' // Incremental output
},
debug: {}
};
try {
console.log("Sending request to DashScope API...");
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json',
'X-DashScope-SSE': 'enable' // Streaming output
},
responseType: 'stream' // For handling streaming responses
});
if (response.status === 200) {
// Handle streaming response
response.data.on('data', (chunk) => {
console.log(`Received chunk: ${chunk.toString()}`);
});
} else {
console.log("Request failed:");
if (response.data.request_id) {
console.log(`request_id=${response.data.request_id}`);
}
console.log(`code=${response.status}`);
if (response.data.message) {
console.log(`message=${response.data.message}`);
} else {
console.log('message=Unknown error');
}
}
} catch (error) {
console.error(`Error calling DashScope: ${error.message}`);
if (error.response) {
console.error(`Response status: ${error.response.status}`);
console.error(`Response data: ${JSON.stringify(error.response.data, null, 2)}`);
}
}
}
callDashScope();
Développez le panneau rétractable pour afficher un contenu spécifique : 2. Sortie uniquement du contenu du champ texte const axios = require('axios');
const { Transform } = require('stream');
async function callDashScope() {
//If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID'; // Replace with your actual application ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
const data = {
input: { prompt: "Who are you?" },
parameters: { incremental_output: true }, // Incremental output
debug: {}
};
try {
console.log("Sending request to DashScope API...");
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json',
'X-DashScope-SSE': 'enable' // Streaming output
},
responseType: 'stream' // For handling streaming responses
});
if (response.status === 200) {
// // Handle streaming response SSE protocol parsing transform stream
const sseTransformer = new Transform({
transform(chunk, encoding, callback) {
this.buffer += chunk.toString();
// Split by SSE events (two newlines)
const events = this.buffer.split(/\n\n/);
this.buffer = events.pop() || ''; // Keep incomplete part
events.forEach(eventData => {
const lines = eventData.split('\n');
let textContent = '';
// Parse event content
lines.forEach(line => {
if (line.startsWith('data:')) {
try {
const jsonData = JSON.parse(line.slice(5).trim());
if (jsonData.output?.text) {
textContent = jsonData.output.text;
}
} catch(e) {
console.error('JSON parsing error:', e.message);
}
}
});
if (textContent) {
// Add newline and push
this.push(textContent + '\n');
}
});
callback();
},
flush(callback) {
if (this.buffer) {
this.push(this.buffer + '\n');
}
callback();
}
});
sseTransformer.buffer = '';
// Pipe processing
response.data
.pipe(sseTransformer)
.on('data', (textWithNewline) => {
process.stdout.write(textWithNewline); // Auto-wrap output
})
.on('end', () => console.log(""))
.on('error', err => console.error("Pipe error:", err));
} else {
console.log("Request failed, status code:", response.status);
response.data.on('data', chunk => console.log(chunk.toString()));
}
} catch (error) {
console.error(`API call failed: ${error.message}`);
if (error.response) {
console.error(`Status code: ${error.response.status}`);
error.response.data.on('data', chunk => console.log(chunk.toString()));
}
}
}
callDashScope();
C#Exemple de requêteusing System.Net;
using System.Text;
class Program
{
static async Task Main(string[] args)
{
//If you have not configured an environment variable, replace the following line with apiKey="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
string apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY") ?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");
string appId = "APP_ID"; // Replace with your actual application ID
string url = $"https://dashscope-intl.aliyuncs.com/api/v1/apps/{appId}/completion";
using (HttpClient client = new HttpClient())
{
client.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
client.DefaultRequestHeaders.Add("X-DashScope-SSE", "enable");
string jsonContent = @"{
""input"": {
""prompt"": ""Who are you""
},
""parameters"": {""incremental_output"": true},
""debug"": {}
}";
HttpContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
Console.WriteLine(DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:fff"));
try
{
var request = new HttpRequestMessage(HttpMethod.Post, url);
request.Content = content;
HttpResponseMessage response = await client.SendAsync(request, HttpCompletionOption.ResponseHeadersRead);
if (response.IsSuccessStatusCode)
{
Console.WriteLine("Request successful:");
Console.WriteLine(DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:fff"));
using (var stream = await response.Content.ReadAsStreamAsync())
using (var reader = new StreamReader(stream))
{
string? line; // Declare as nullable string
while ((line = await reader.ReadLineAsync()) != null)
{
if (line.StartsWith("data:"))
{
string data = line.Substring(5).Trim();
Console.WriteLine(data);
Console.WriteLine(DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:fff"));
}
}
}
}
else
{
Console.WriteLine($"Request failed with status code: {response.StatusCode}");
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
}
catch (Exception ex)
{
Console.WriteLine($"Error calling DashScope: {ex.Message}");
}
}
}
}
GoExemple de requêtepackage main
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
"strings"
"time"
)
func main() {
// If you have not configured an environment variable, replace the following line with apiKey := "sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
apiKey := os.Getenv("DASHSCOPE_API_KEY")
appId := "APP_ID" // Replace with your actual application ID
if apiKey == "" {
fmt.Println("Make sure DASHSCOPE_API_KEY is set.")
return
}
url := fmt.Sprintf("https://dashscope-intl.aliyuncs.com/api/v1/apps/%s/completion", appId)
// Create request body, where incremental_output enables streaming response
requestBody := map[string]interface{}{
"input": map[string]string{
"prompt": "Who are you?",
},
"parameters": map[string]interface{}{
"incremental_output": true,
},
"debug": map[string]interface{}{},
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
fmt.Printf("Failed to marshal JSON: %v\n", err)
return
}
// Create HTTP POST request
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
if err != nil {
fmt.Printf("Failed to create request: %v\n", err)
return
}
// Set request headers, where X-DashScope-SSE is set to enable for streaming response
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
req.Header.Set("X-DashScope-SSE", "enable")
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
fmt.Printf("Failed to send request: %v\n", err)
return
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
fmt.Printf("Request failed with status code: %d\n", resp.StatusCode)
body, _ := io.ReadAll(resp.Body)
fmt.Println(string(body))
return
}
// Handle streaming response
reader := io.Reader(resp.Body)
buf := make([]byte, 1024)
for {
n, err := reader.Read(buf)
if n > 0 {
data := string(buf[:n])
lines := strings.Split(data, "\n")
for _, line := range lines {
line = strings.TrimSpace(line)
if len(line) >= 5 && line[:5] == "data:" {
timestamp := time.Now().Format("2006-01-02 15:04:05.000")
fmt.Printf("%s: %s\n", timestamp, line[5:])
} else if len(line) > 0 {
fmt.Println(line)
}
}
}
if err != nil {
if err == io.EOF {
break
}
fmt.Printf("Error reading response: %v\n", err)
break
}
}
}
Récupération de base de connaissancesLors de l'appel d'une Agent Application, utilisez rag_options pour activer la récupération de base de connaissances. PythonExemple de requêteimport os
from http import HTTPStatus
# We recommend dashscope SDK version >= 1.20.11
from dashscope import Application
import dashscope
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'
response = Application.call(
# Configure API key: use environment variable or replace with your Model Studio API key (do not hard code in production).
api_key=os.getenv("DASHSCOPE_API_KEY"),
app_id='APP_ID', # Replace APP_ID with your application ID
prompt='Please recommend a phone under 3000 yuan',
rag_options={
"pipeline_ids": ["PIPELINE_ID1","PIPELINE_ID2"], # Replace with your actual knowledge base IDs, separated by commas for multiple
}
)
if response.status_code != HTTPStatus.OK:
print(f'request_id={response.request_id}')
print(f'code={response.status_code}')
print(f'message={response.message}')
print(f'See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code')
else:
print('%s\n' % (response.output.text)) # Process to output only text
# print('%s\n' % (response.usage))
JavaExemple de requête// We recommend dashscope SDK version >= 2.16.8;
import com.alibaba.dashscope.app.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import java.util.Arrays;
import com.alibaba.dashscope.utils.Constants;
public class Main {
static {
Constants.baseHttpApiUrl="https://dashscope-intl.aliyuncs.com/api/v1";
}
public static void streamCall() throws NoApiKeyException, InputRequiredException {
ApplicationParam param = ApplicationParam.builder()
// If you have not configured an environment variable, replace the following line with .apiKey("sk-xxx") using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
.apiKey(System.getenv("DASHSCOPE_API_KEY"))
.appId("APP_ID") // Replace with your actual application ID
.prompt("Please recommend a phone around 3000 yuan")
.ragOptions(RagOptions.builder()
// Replace with your actual specified knowledge base IDs, separated by commas for multiple
.pipelineIds(Arrays.asList("PIPELINES_ID1", "PIPELINES_ID2"))
.build())
.build();
Application application = new Application();
ApplicationResult result = application.call(param);
System.out.printf("%s\n",
result.getOutput().getText());// Process to output only text
}
public static void main(String[] args) {
try {
streamCall();
} catch (ApiException | NoApiKeyException | InputRequiredException e) {
System.out.printf("Exception: %s", e.getMessage());
System.out.println("See documentation: https://www.alibabacloud.com/help/en/model-studio/developer-reference/error-code");
}
System.exit(0);
}
}
HTTPcurlExemple de requêtecurl -X POST https://dashscope-intl.aliyuncs.com/api/v1/apps/{APP_ID}/completion \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'Content-Type: application/json' \
--data '{
"input": {
"prompt": "Please recommend a phone under 3000 yuan"
},
"parameters": {
"rag_options" : {
"pipeline_ids":["PIPELINE_ID1"]}
},
"debug": {}
}'
Remplacez APP_ID par l'ID réel de votre application et PIPELINE_ID1 par l'ID spécifié de votre base de connaissances.
PHPExemple de requête<?php
# If you have not configured an environment variable, replace the following line with $api_key="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
$api_key = getenv("DASHSCOPE_API_KEY");
$application_id = 'APP_ID'; // Replace with your actual application ID
$url = "https://dashscope-intl.aliyuncs.com/api/v1/apps/$application_id/completion";
// Construct request data
$data = [
"input" => [
'prompt' => 'Please recommend a phone under 3000 yuan'
],
"parameters" => [
'rag_options' => [
'pipeline_ids' => ['PIPELINE_ID1','PIPELINE_ID2']//Replace with your specified knowledge base IDs, separated by commas for multiple
]
]
];
// Encode data as JSON
$dataString = json_encode($data);
// Check if json_encode succeeded
if (json_last_error() !== JSON_ERROR_NONE) {
die("JSON encoding failed with error: " . json_last_error_msg());
}
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_POSTFIELDS, $dataString);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
'Content-Type: application/json',
'Authorization: Bearer ' . $api_key
]);
// Execute request
$response = curl_exec($ch);
// Check if cURL execution succeeded
if ($response === false) {
die("cURL Error: " . curl_error($ch));
}
// Get HTTP status code
$status_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);
// Close cURL session
curl_close($ch);
// Decode response data
$response_data = json_decode($response, true);
// Handle response
if ($status_code == 200) {
if (isset($response_data['output']['text'])) {
echo "{$response_data['output']['text']}\n";
} else {
echo "No text in response.\n";
}
}else {
if (isset($response_data['request_id'])) {
echo "request_id={$response_data['request_id']}\n";}
echo "code={$status_code}\n";
if (isset($response_data['message'])) {
echo "message={$response_data['message']}\n";}
else {
echo "message=Unknown error\n";}
}
?>
Node.jsInstallez les dépendances requises :npm install axios
Exemple de requêteconst axios = require('axios');
async function callDashScope() {
// If you have not configured an environment variable, replace the following line with apiKey='sk-xxx' using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
const apiKey = process.env.DASHSCOPE_API_KEY;
const appId = 'APP_ID';//Replace with your actual application ID
const url = `https://dashscope-intl.aliyuncs.com/api/v1/apps/${appId}/completion`;
const data = {
input: {
prompt: "Please recommend a phone under 3000 yuan"
},
parameters: {
rag_options:{
pipeline_ids:['PIPELINE_ID1','PIPELINE_ID2'] // Replace with your specified knowledge base IDs, separated by commas for multiple
}
},
debug: {}
};
try {
const response = await axios.post(url, data, {
headers: {
'Authorization': `Bearer ${apiKey}`,
'Content-Type': 'application/json'
}
});
if (response.status === 200) {
console.log(`${response.data.output.text}`);
} else {
console.log(`request_id=${response.headers['request_id']}`);
console.log(`code=${response.status}`);
console.log(`message=${response.data.message}`);
}
} catch (error) {
console.error(`Error calling DashScope: ${error.message}`);
if (error.response) {
console.error(`Response status: ${error.response.status}`);
console.error(`Response data: ${JSON.stringify(error.response.data, null, 2)}`);
}
}
}
callDashScope();
C#Exemple de requêteusing System.Text;
class Program
{
static async Task Main(string[] args)
{
// If you have not configured an environment variable, replace the following line with apiKey="sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
string apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY")?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");;
string appId = "APP_ID";// Replace with your actual application ID
// Replace PIPELINE_ID1 with your specified knowledge base ID
if (string.IsNullOrEmpty(apiKey))
{
Console.WriteLine("Make sure DASHSCOPE_API_KEY is set.");
return;
}
string url = $"https://dashscope-intl.aliyuncs.com/api/v1/apps/{appId}/completion";
using (HttpClient client = new HttpClient())
{
client.DefaultRequestHeaders.Add("Authorization", $"Bearer {apiKey}");
string jsonContent = $@"{{
""input"": {{
""prompt"": ""Please recommend a phone under 3000 yuan""
}},
""parameters"": {{
""rag_options"" : {{
""pipeline_ids"":[""PIPELINE_ID1""]
}}
}},
""debug"": {{}}
}}";
HttpContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
try
{
HttpResponseMessage response = await client.PostAsync(url, content);
if (response.IsSuccessStatusCode)
{
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
else
{
Console.WriteLine($"Request failed with status code: {response.StatusCode}");
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
}
}
catch (Exception ex)
{
Console.WriteLine($"Error calling DashScope: {ex.Message}");
}
}
}
}
GoExemple de requêtepackage main
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
)
func main() {
// If you have not configured an environment variable, replace the following line with apiKey := "sk-xxx" using your Model Studio API key. However, do not hard code your API key directly in the code for production environments to reduce the risk of API key leakage.
apiKey := os.Getenv("DASHSCOPE_API_KEY")
appId := "APP_ID" // Replace with your actual application ID
if apiKey == "" {
fmt.Println("Make sure DASHSCOPE_API_KEY is set.")
return
}
url := fmt.Sprintf("https://dashscope-intl.aliyuncs.com/api/v1/apps/%s/completion", appId)
// Create request body
requestBody := map[string]interface{}{
"input": map[string]string{
"prompt": "Please recommend a phone under 3000 yuan",
},
"parameters": map[string]interface{}{
"rag_options": map[string]interface{}{
"pipeline_ids": []string{"PIPELINE_ID1"}, // Replace with your specified knowledge base ID
},
},
"debug": map[string]interface{}{},
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
fmt.Printf("Failed to marshal JSON: %v\n", err)
return
}
// Create HTTP POST request
req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
if err != nil {
fmt.Printf("Failed to create request: %v\n", err)
return
}
// Set request headers
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
fmt.Printf("Failed to send request: %v\n", err)
return
}
defer resp.Body.Close()
// Read response
body, err := io.ReadAll(resp.Body)
if err != nil {
fmt.Printf("Failed to read response: %v\n", err)
return
}
// Handle response
if resp.StatusCode == http.StatusOK {
fmt.Println("Request successful:")
fmt.Println(string(body))
} else {
fmt.Printf("Request failed with status code: %d\n", resp.StatusCode)
fmt.Println(string(body))
}
}
Afficher les informations du processus de récupération : Ajoutez has_thoughts à votre code et définissez-le sur True. Les informations du processus de récupération seront renvoyées dans le champ thoughts du champ output. |