插件和流程编排应用
更新时间：
重要
历史文档仅适用于百炼1.0版本的API和SDK调用，鉴于旧版功能已停止迭代更新，强烈建议您升级至最新版API和SDK，具体详情请参考新版本升级说明。
功能描述
本文主要介绍如何使用SDK调用阿里云百炼的插件和流程编排应用，包括从应用广场中创建的插件应用（如插件调用、插件调度应用、检索&插件调度增强）、流程编排中创建的应用和自然语言转SQL应用。
调用说明
调用示例中的ACCESS_KEY_ID、ACCESS_KEY_SECRET、AGENT_KEY和APP_ID从系统环境变量中获取。执行示例前，请确保已正确设置相关的变量，或者在代码中直接修改变量。比如：
String accessKeyId = "abc******123";
String accessKeySecret = "abd******124";
String agentKey = "abe******125";
String appId = "abf******126";access_key_id = "abc******123"
access_key_secret = "abd******124"
agent_key = "abe******125"
app_id = "abf******126"
accessKeyId = "abc******123"
accessKeySecret = "abd******124"
agentKey = "abe******125"
appId = "abf******126"应用调用示例（插件和流程编排）
import com.alibaba.fastjson.JSON;
import com.aliyun.broadscope.bailian.sdk.models.*;
import com.aliyun.broadscope.bailian.sdk.*;
public class ApplicationClientTest {
/**
* 插件和流程编排应用使用示例
*/
public void testFlowAppCompletions() {
String accessKeyId = System.getenv("ACCESS_KEY_ID");
String accessKeySecret = System.getenv("ACCESS_KEY_SECRET");
String agentKey = System.getenv("AGENT_KEY");
String appId = System.getenv("APP_ID");
AccessTokenClient accessTokenClient = new AccessTokenClient(accessKeyId, accessKeySecret, agentKey);
String token = accessTokenClient.getToken();
ApplicationClient client = ApplicationClient.builder()
.token(token)
.build();
String bizParams = "{\"userId\": \"123\"}";
String prompt = "今天杭州的天气怎么样";
CompletionsRequest request = new CompletionsRequest()
.setAppId(appId)
.setPrompt(prompt)
.setBizParams(JSON.parseObject(bizParams));
CompletionsResponse response = client.completions(request);
if (!response.isSuccess()) {
System.out.printf("failed to create completion, requestId: %s, code: %s, message: %s",
response.getRequestId(), response.getCode(), response.getMessage());
return;
}
System.out.printf("requestId: %s, text: %s", response.getRequestId(), response.getData().getText());
}
}import os
import broadscope_bailian
class CompletionTest():
def test_flow_app_completions(self):
""" 插件和流程编排应用使用示例 """
access_key_id = os.environ.get("ACCESS_KEY_ID")
access_key_secret = os.environ.get("ACCESS_KEY_SECRET")
agent_key = os.environ.get("AGENT_KEY")
app_id = os.environ.get("APP_ID")
client = broadscope_bailian.AccessTokenClient(access_key_id=access_key_id, access_key_secret=access_key_secret,
agent_key=agent_key)
token = client.get_token()
biz_params = {"userId": "123"}
prompt = "今天杭州的天气怎么样"
resp = broadscope_bailian.Completions(token=token).create(
app_id=app_id,
prompt=prompt,
biz_params=biz_params
)
if not resp.get("Success"):
print("failed to create completion, request_id: %s, code: %s, message: %s" %
(resp.get("RequestId"), resp.get("Code"), resp.get("Message")))
else:
print("request_id: %s, text: %s" % (resp.get("RequestId"), resp.get("Data", {}).get("Text")))
import (
"encoding/json"
"fmt"
client "github.com/aliyun/alibabacloud-bailian-go-sdk/client"
"github.com/google/uuid"
"log"
"os"
"strings"
"time"
)
/**
插件和流程编排应用示例
*/
func TestCreateFLowAppCompletion(t *testing.T) {
accessKeyId := os.Getenv("ACCESS_KEY_ID")
accessKeySecret := os.Getenv("ACCESS_KEY_SECRET")
agentKey := os.Getenv("AGENT_KEY")
appId := os.Getenv("APP_ID")
//尽量避免多次初始化
tokenClient := client.AccessTokenClient{AccessKeyId: accessKeyId, AccessKeySecret: accessKeySecret, AgentKey: agentKey}
token, err := tokenClient.GetToken()
if err != nil {
log.Printf("%v\n", err)
return
}
cc := client.CompletionClient{Token: token}
bizParams := "{\"userId\": \"123\"}"
data := make(map[string]interface{})
err = json.Unmarshal([]byte(bizParams), &data)
if err != nil {
log.Printf("failed to parse biz param, json: %s, err: %v\n", bizParams, err)
return
}
prompt := "今天杭州的天气怎么样"
request := &client.CompletionRequest{
AppId: appId,
Prompt: prompt,
BizParams: data,
}
//调用文本生成接口
response, err := cc.CreateCompletion(request)
if err != nil {
log.Printf("%v\n", err)
return
}
if !response.Success {
log.Printf("failed to create completion, requestId: %s, code: %s, message: %s\n",
response.RequestId, response.Code, response.Message)
return
}
log.Printf("requestId: %s, text: %s\n", response.RequestId, response.Data.Text)
}应用调用示例（自然语言转SQL）
import com.alibaba.fastjson.JSON;
import com.aliyun.broadscope.bailian.sdk.models.*;
import com.aliyun.broadscope.bailian.sdk.*;
public class ApplicationClientTest {
/**
* 自然语言转SQL应用使用示例
*/
public void testNl2SqlCompletion() {
String accessKeyId = System.getenv("ACCESS_KEY_ID");
String accessKeySecret = System.getenv("ACCESS_KEY_SECRET");
String agentKey = System.getenv("AGENT_KEY");
String appId = System.getenv("APP_ID");
AccessTokenClient accessTokenClient = new AccessTokenClient(accessKeyId, accessKeySecret, agentKey);
String token = accessTokenClient.getToken();
ApplicationClient client = ApplicationClient.builder()
.token(token)
.build();
String sqlSchema = "{" +
" sqlInput: {" +
" \"synonym_infos\": \"国民生产总值: GNP|Gross National Product\"," +
" \"schema_infos\": [" +
" {" +
" \"columns\": [" +
" {" +
" \"col_caption\": \"地区\"," +
" \"col_name\": \"region\"" +
" }," +
" {" +
" \"col_caption\": \"年份\"," +
" \"col_name\": \"year\"" +
" }," +
" {" +
" \"col_caption\": \"国民生产总值\"," +
" \"col_name\": \"gross_national_product\"" +
" }" +
" ]," +
" \"table_id\": \"t_gross_national_product_1\"," +
" \"table_desc\": \"国民生产总值表\"" +
" }" +
" ]" +
" }" +
" }";
String prompt = "浙江近五年GNP总和是多少";
CompletionsRequest request = new CompletionsRequest()
.setAppId(appId)
.setPrompt(prompt)
.setBizParams(JSON.parseObject(sqlSchema));
CompletionsResponse response = client.completions(request);
if (!response.isSuccess()) {
System.out.printf("failed to create completion, requestId: %s, code: %s, message: %s",
response.getRequestId(), response.getCode(), response.getMessage());
return;
}
System.out.printf("requestId: %s, text: %s\n", response.getRequestId(), response.getData().getText());
}
}
import os
import broadscope_bailian
class CompletionTest():
def test_nl2sql_completions(self):
""" 自然语言转SQL应用示例 """
access_key_id = os.environ.get("ACCESS_KEY_ID")
access_key_secret = os.environ.get("ACCESS_KEY_SECRET")
agent_key = os.environ.get("AGENT_KEY")
app_id = os.environ.get("APP_ID")
client = broadscope_bailian.AccessTokenClient(access_key_id=access_key_id,
access_key_secret=access_key_secret,
agent_key=agent_key)
token = client.get_token()
sql_schema = {
"sqlInput": {
"synonym_infos": "国民生产总值: GNP|Gross National Product",
"schema_infos": [
{
"columns": [
{
"col_caption": "地区",
"col_name": "region"
},
{
"col_caption": "年份",
"col_name": "year"
},
{
"col_caption": "国民生产总值",
"col_name": "gross_national_product"
}
],
"table_id": "t_gross_national_product_1",
"table_desc": "国民生产总值表"
}
]
}
}
prompt = "浙江近五年GNP总和是多少"
resp = broadscope_bailian.Completions(token=token).create(
app_id=app_id,
prompt=prompt,
# 自然语言转sql调用示例
biz_params=sql_schema
)
if not resp.get("Success"):
print("failed to create completion, request_id: %s, code: %s, message: %s" %
(resp.get("RequestId"), resp.get("Code"), resp.get("Message")))
else:
print("request_id: %s, text: %s" % (resp.get("RequestId"), resp.get("Data", "").get("Text")))
import (
"encoding/json"
"fmt"
client "github.com/aliyun/alibabacloud-bailian-go-sdk/client"
"github.com/google/uuid"
"log"
"os"
"strings"
"time"
)
/**
自然语言转SQL应用示例
*/
func TestCreateNl2SqlCompletion(t *testing.T) {
accessKeyId := os.Getenv("ACCESS_KEY_ID")
accessKeySecret := os.Getenv("ACCESS_KEY_SECRET")
agentKey := os.Getenv("AGENT_KEY")
appId := os.Getenv("APP_ID")
//尽量避免多次初始化
tokenClient := client.AccessTokenClient{AccessKeyId: accessKeyId, AccessKeySecret: accessKeySecret, AgentKey: agentKey}
token, err := tokenClient.GetToken()
if err != nil {
log.Printf("%v\n", err)
return
}
cc := client.CompletionClient{Token: token}
//自然语言转sql调用示例
sqlSchema := "{" +
" \"sqlInput\": {" +
" \"synonym_infos\": \"国民生产总值: GNP|Gross National Product\"," +
" \"schema_infos\": [" +
" {" +
" \"columns\": [" +
" {" +
" \"col_caption\": \"地区\"," +
" \"col_name\": \"region\"" +
" }," +
" {" +
" \"col_caption\": \"年份\"," +
" \"col_name\": \"year\"" +
" }," +
" {" +
" \"col_caption\": \"国民生产总值\"," +
" \"col_name\": \"gross_national_product\"" +
" }" +
" ]," +
" \"table_id\": \"t_gross_national_product_1\"," +
" \"table_desc\": \"国民生产总值表\"" +
" }" +
" ]" +
" }" +
" }"
data := make(map[string]interface{})
err = json.Unmarshal([]byte(sqlSchema), &data)
if err != nil {
log.Printf("failed to parse sql schema, json: %s, err: %v\n", sqlSchema, err)
return
}
prompt := "浙江近五年GNP总和是多少"
request := &client.CompletionRequest{
AppId: appId,
Prompt: prompt,
BizParams: data,
}
//调用文本生成接口
response, err := cc.CreateCompletion(request)
if err != nil {
log.Printf("%v\n", err)
return
}
if !response.Success {
log.Printf("failed to create completion, requestId: %s, code: %s, message: %s\n",
response.RequestId, response.Code, response.Message)
return
}
log.Printf("requestId: %s, text: %s\n", response.RequestId, response.Data.Text)
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