ERNIE-3.5-128K

更新时间：2025-05-09

ERNIE 3.5是百度自研的旗舰级大规模⼤语⾔模型，覆盖海量中英文语料，具有强大的通用能力，可满足绝大部分对话问答、创作生成、插件应用场景要求；支持自动对接百度搜索插件，保障问答信息时效。ERNIE-3.5-128K是模型的一个版本，2024年5月16日发布，提升上下文窗口长度至128K。本文介绍了相关API。

接口描述

调用本接口，发起一次对话请求。

在线调试

平台提供了 API在线调试平台-示例代码，用于帮助开发者调试接口，平台集成快速检索、查看开发文档、查看在线调用的请求内容和返回结果、复制和下载示例代码等功能，简单易用，更多内容请查看API在线调试介绍。

鉴权说明

本文API，支持2种鉴权方式。不同鉴权方式，调用方式不同，请求头域、请求参数的Query参数不同，详见本文请求说明。开发者可以选择以下任一种方式进行鉴权。
· 访问凭证access_token鉴权
· 基于安全认证AK/SK进行签名计算鉴权

请求结构

以访问凭证access_token鉴权方式为例，说明调用API请求结构，示例如下。

                Bash
                
            

                POST /rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=24.4a3a19b******18992 HTTP/1.1
Host: aip.baidubce.com
Content-Type: application/json

{
  "messages": [
    {"role":"user","content":"你好"}
   ]
}
            

请求头域

除公共头域外，无其它特殊头域。注意：鉴权方式不同，对应请求头域不同。

请求参数

Query参数

只有访问凭证access_token鉴权方式，需使用Query参数。

访问凭证access_token鉴权

名称	类型	必填	描述
access_token	string	是	通过应用API Key和应用Secret Key获取的access_token，参考Access Token获取

Body参数

名称	类型	必填	描述
messages	List(message)	是	聊天上下文信息。说明：（1）messages成员不能为空，1个成员表示单轮对话，多个成员表示多轮对话；例如： · 1个成员示例，`"messages": [ {"role": "user","content": "你好"}]` · 3个成员示例，`"messages": [ {"role": "user","content": "你好"},{"role":"assistant","content":"需要什么帮助"},{"role":"user","content":"自我介绍下"}]` （2）最后一个message为当前请求的信息，前面的message为历史对话信息（3）成员数目必须为奇数，成员中message的role值说明如下：奇数位message的role值必须为user或function，偶数位message的role值为assistant，第一个message的role不能是function。例如：示例中message中的role值分别为user、assistant、user、assistant、user；奇数位（红框）message中的role值为user，即第1、3、5个message中的role值为user；偶数位（蓝框）值为assistant，即第2、4个message中的role值为assistant （4）message中的content总长度、functions和system字段总内容不能超过516096 个字符，且不能超过126976 tokens
functions	List(function)	否	一个可触发函数的描述列表，说明：（1）支持的function数量无限制（2）长度限制，message中的content总长度、functions和system字段总内容不能超过516096 个字符，且不能超过126976 tokens
temperature	float	否	说明：（1）较高的数值会使输出更加随机，而较低的数值会使其更加集中和确定（2）默认0.8，范围 (0, 1.0]，不能为0
top_p	float	否	说明：（1）影响输出文本的多样性，取值越大，生成文本的多样性越强（2）默认0.8，取值范围 [0, 1.0]
penalty_score	float	否	通过对已生成的token增加惩罚，减少重复生成的现象。说明：（1）值越大表示惩罚越大（2）默认1.0，取值范围：[1.0, 2.0]
stream	bool	否	是否以流式接口的形式返回数据，默认false
enable_system_memory	bool	否	是否开启系统记忆，说明：（1）false：未开启，默认false （2）true：表示开启，开启后，system_memory_id字段必填
system_memory_id	string	否	系统记忆ID，说明：（1）用于读取对应ID下的系统记忆，读取到的记忆文本内容会拼接message参与请求推理（2）通过调用创建系统记忆接口，返回的result字段获取
system	string	否	模型人设，主要用于人设设定，例如，你是xxx公司制作的AI助手，说明：（1）长度限制，message中的content总长度、functions和system字段总内容不能超过516096 个字符，且不能超过126976 tokens （2）如果同时使用system和functions，可能暂无法保证使用效果，持续进行优化
stop	List(string)	否	生成停止标识，当模型生成结果以stop中某个元素结尾时，停止文本生成。说明：（1）每个元素长度不超过20字符（2）最多4个元素
disable_search	bool	否	是否强制关闭实时搜索功能，可选值： · true：关闭 · false：表示不关闭，默认false
enable_citation	bool	否	是否开启上角标返回，说明：（1）开启后，有概率触发搜索溯源信息search_info，search_info内容见响应参数介绍（2）默认false，不开启（3）注意：本字段不控制是否关闭实时搜索功能，该功能请参见disable_search字段。如果设置了disable_search=true，那么本字段无效
enable_trace	bool	否	是否返回搜索溯源信息，说明：（1）如果开启，在触发了搜索增强的场景下，会返回搜索溯源信息search_info，search_info内容见响应参数介绍（2）默认false，表示不返回（3）注意：本字段不控制是否关闭实时搜索功能，该功能请参见disable_search字段。如果设置了disable_search=true，那么本字段无效
max_output_tokens	int	否	指定模型最大输出token数，说明：（1）如果设置此参数，范围[2, 8192] （2）如果不设置此参数，最大输出token数为2048
response_format	string	否	指定响应内容的格式，说明：（1）可选值： · json_object：以json格式返回，可能出现不满足效果情况 · text：以文本格式返回（2）如果不填写参数response_format值，默认为text
user_ip	string	否	用户IP，可用于推测用户位置等
user_id	string	否	表示最终用户的唯一标识符
tool_choice	tool_choice	否	在函数调用场景下，提示大模型选择指定的函数（非强制），说明：指定的函数名必须在functions中存在
metadata	map<string,string>	否	说明：（1）元素个数最大支持16个（2）key和value必须都是string类型

message说明

名称	类型	必填	描述
role	string	是	当前支持以下： user: 表示用户 assistant: 表示对话助手 function: 表示函数
content	string	是	对话内容，说明：（1）当前message存在function_call，且role="assistant"时可以为空，其他场景不能为空（2）最后一个message对应的content不能为blank字符，包含空格、"\n"、“\r”、“\f”等（3）当role为function，content为JSON格式，效果可能更好
name	string	否	message作者；当role=function时，必填，且是响应内容中function_call中的name
function_call	function_call	否	函数调用，function call场景下第一轮对话的返回，第二轮对话作为历史信息在message中传入

function说明

functions中function说明如下

名称	类型	必填	描述
name	string	是	函数名
description	string	是	函数描述
parameters	object	是	函数请求参数，说明：（1）JSON Schema 格式，参考JSON Schema描述（2）如果函数没有请求参数，parameters值格式如下： `{"type": "object","properties": {}}`
responses	object	否	函数响应参数，JSON Schema 格式，参考JSON Schema描述
examples	List(List(example))	否	function调用的一些历史示例，说明：（1）可以提供正例（正常触发）和反例（无需触发）的example ·正例：从历史请求数据中获取 ·反例：当role = user，不会触发请求的query 当role = assistant，有固定的格式。function_call的name为空，arguments是空对象:"{}"，thought可以填固定的:"我不需要调用任何工具" （2）兼容之前的 List(example) 格式

example说明

名称	类型	必填	描述
role	string	是	当前支持以下： user: 表示用户 assistant: 表示对话助手 function: 表示函数
content	string	是	对话内容，说明：（1）当前message存在function_call，且role="assistant"时可以为空，其他场景不能为空（2）最后一个message对应的content不能为blank字符，包含空格、"\n"、“\r”、“\f”等
name	string	否	message作者；当role=function时，必填，且是响应内容中function_call中的name
function_call	function_call	否	函数调用，function call场景下第一轮对话的返回，第二轮对话作为历史信息在message中传入

function_call说明

名称	类型	必填	描述
name	string	是	触发的function名
arguments	string	是	请求参数
thoughts	string	否	模型思考过程

tool_choice说明

名称	类型	必填	描述
type	string	是	指定工具类型，function
function	function	是	指定要使用的函数

function说明

tool_choice中function说明如下

名称	类型	必填	描述
name	string	是	指定要使用的函数名

响应头域

除公共头域外，无其它特殊头域。

响应参数

名称	类型	描述
id	string	本轮对话的id
object	string	回包类型 chat.completion：多轮对话返回
created	int	时间戳
sentence_id	int	表示当前子句的序号。只有在流式接口模式下会返回该字段
is_end	bool	表示当前子句是否是最后一句。只有在流式接口模式下会返回该字段
is_truncated	bool	当前生成的结果是否被截断
finish_reason	string	输出内容标识，说明： · normal：输出内容完全由大模型生成，未触发截断、替换 · stop：输出结果命中入参stop中指定的字段后被截断 · length：达到了最大的token数，根据EB返回结果is_truncated来截断 · content_filter：输出内容被截断、兜底、替换为**等 · function_call：调用了funtion call功能
search_info	search_info	搜索数据，当请求参数enable_citation或enable_trace为true，并且触发搜索时，会返回该字段
result	string	对话返回结果
need_clear_history	bool	表示用户输入是否存在安全风险，是否关闭当前会话，清理历史会话信息 · true：是，表示用户输入存在安全风险，建议关闭当前会话，清理历史会话信息 · false：否，表示用户输入无安全风险
flag	int	说明：返回flag表示触发安全
ban_round	int	当need_clear_history为true时，此字段会告知第几轮对话有敏感信息，如果是当前问题，ban_round=-1
usage	usage	token统计信息
function_call	function_call	由模型生成的函数调用，包含函数名称，和调用参数

search_info说明

名称	类型	描述
search_results	List(search_result)	搜索结果列表

search_result说明

名称	类型	描述
index	int	序号
url	string	搜索结果URL
title	string	搜索结果标题

usage说明

名称	类型	描述
prompt_tokens	int	问题tokens数
completion_tokens	int	回答tokens数
total_tokens	int	tokens总数

function_call说明

名称	类型	描述
name	string	触发的function名
thoughts	string	模型思考过程
arguments	string	请求参数

注意：同步模式和流式模式，响应参数返回不同，详细内容参考示例描述。

同步模式下，响应参数为以上字段的完整json包。
流式模式下，各字段的响应参数为 data: {响应参数}。

请求示例（单轮）

以访问凭证access_token鉴权方式为例，说明如何调用API，示例如下。

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“
curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
   "messages": [
    {"role":"user","content":"你好"}
   ]
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")

def main():
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()
    
    payload = json.dumps({
        "messages": [
            {
                "role": "user",
                "content": "你好"
            }
        ]
    })
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

响应示例（单轮）

                JSON
                
            

                {
  "id": "as-61qu1k9xvf",
  "object": "chat.completion",
  "created": 1709711333,
  "result": "你好，请问有什么我可以帮助你的吗？无论你有什么问题或需要帮助，我都会尽力回答和协助你。请随时告诉我你的需求。",
  "is_truncated": false,
  "need_clear_history": false,
  "finish_reason": "normal",
  "usage": {
    "prompt_tokens": 1,
    "completion_tokens": 29,
    "total_tokens": 30
  }
}
            

请求示例（多轮）

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“
curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
  "messages": [
    {"role":"user","content":"你好"},
    {"role":"assistant","content":"你好，请问有什么我可以帮助你的吗？无论你有什么问题或需要帮助，我都会尽力回答和协助你。请随时告诉我你的需求。"},
    {"role":"user","content": "我在上海，周末可以去哪里玩？"},
    {"role":"assistant","content": "上海是一个充满活力和文化氛围的城市，有很多适合周末游玩的地方。以下是几个值得推荐的地方：\n\n1. 上海科技馆：上海科技馆是中国大陆最大的科技馆之一，有许多互动展览和科学实验室，可以让您了解科技的发展历史和最新成果。\n2. 上海博物馆：上海博物馆是一座集艺术、历史和文化于一体的博物馆，有许多精美的艺术品和文物，可以让您深入了解中国和世界的文化历史。\n3. 外滩：外滩是上海的标志性景点之一，有许多高楼大厦和繁华的商业街区，是欣赏黄浦江美景和城市风貌的好去处。\n4. 上海迪士尼乐园：上海迪士尼乐园是世界上最大的迪士尼主题公园之一，有许多精彩的游乐项目和演出，可以让您尽情享受娱乐和欢乐。\n5. 上海野生动物园：上海野生动物园是一个以自然保护为主题的野生动物园，有许多珍稀动物和植物，可以让您近距离接触大自然。\n\n这些地方都是上海周末游玩的好去处，可以根据自己的兴趣和需求选择合适的行程。"},
    {"role":"user","content": "上海有哪些美食"}
  ]
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")


def main():
        
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()
    
    payload = json.dumps({
        "messages": [
            {
                "role": "user",
                "content": "你好"
            },
            {
                "role": "assistant",
                "content": "你好，请问有什么我可以帮助你的吗？无论你有什么问题或需要帮助，我都会尽力回答和协助你。请随时告诉我你的需求。"
            },
            {
                "role": "user",
                "content": "我在上海，周末可以去哪里玩？"
            },
            {
                "role": "assistant",
                "content": "上海是一个充满活力和文化氛围的城市，有很多适合周末游玩的地方。以下是几个值得推荐的地方：\n\n1. 上海科技馆：上海科技馆是中国大陆最大的科技馆之一，有许多互动展览和科学实验室，可以让您了解科技的发展历史和最新成果。\n2. 上海博物馆：上海博物馆是一座集艺术、历史和文化于一体的博物馆，有许多精美的艺术品和文物，可以让您深入了解中国和世界的文化历史。\n3. 外滩：外滩是上海的标志性景点之一，有许多高楼大厦和繁华的商业街区，是欣赏黄浦江美景和城市风貌的好去处。\n4. 上海迪士尼乐园：上海迪士尼乐园是世界上最大的迪士尼主题公园之一，有许多精彩的游乐项目和演出，可以让您尽情享受娱乐和欢乐。\n5. 上海野生动物园：上海野生动物园是一个以自然保护为主题的野生动物园，有许多珍稀动物和植物，可以让您近距离接触大自然。\n\n这些地方都是上海周末游玩的好去处，可以根据自己的兴趣和需求选择合适的行程。"
            },
            {
                "role": "user",
                "content": "上海有哪些美食"
            }
        ]
    })
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

响应示例（多轮）

                JSON
                
            

                {
  "id": "as-g1mtr4p03c",
  "object": "chat.completion",
  "created": 1709711455,
  "result": "上海是一个美食之都，拥有许多独特的地方特色菜肴和小吃。以下是一些上海的美食推荐：\n\n1. 生煎包：生煎包是上海的特色小吃之一，底部酥脆，上部松软，馅料鲜美，深受当地人喜爱。\n\n2. 南翔小笼包：南翔小笼包是上海的著名特色小吃，皮薄馅嫩，汤汁丰富，味道鲜美，是品尝上海传统美食的必选之一。\n\n3. 白斩鸡：白斩鸡是上海菜中的一道经典菜肴，鸡肉鲜嫩多汁，口感滑爽，搭配上调料食用更佳。\n\n4. 油条：油条是上海的传统早餐食品之一，外酥里嫩，香气四溢，搭配豆浆或豆腐脑食用更佳。\n\n5. 蟹壳黄：蟹壳黄是一种上海传统小吃，因其形似蟹壳而得名，口感香脆，馅料丰富，有甜、咸两种口味可选。\n\n6. 咸豆花：咸豆花是上海的传统小吃之一，豆花口感细腻，搭配咸味的调料和配料，味道独特而美味。\n\n除了以上几种美食，上海还有许多其他特色小吃和菜肴，如糖醋排骨、红烧肉、松鼠桂鱼、罗宋汤等。无论您是美食家还是普通游客，都可以在上海找到满足自己味蕾的美食佳肴。",
  "is_truncated": false,
  "need_clear_history": false,
  "finish_reason": "normal",
  "usage": {
    "prompt_tokens": 259,
    "completion_tokens": 306,
    "total_tokens": 565
  }
}
            

请求示例（流式）

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“
curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
  "messages": [
    {"role":"user", "content": "给我推荐一些自驾游路线"}
  ],
  "stream": true
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")


def main():
        
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()
    
    payload = json.dumps({
        "messages": [
            {
                "role": "user",
                "content": "给我推荐一些自驾游路线"
            }
        ],
         "stream": True
    })
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload, stream=True)
    
    for line in response.iter_lines():
        print(line.decode("UTF-8"))
    

if __name__ == '__main__':
    main()
        

响应示例（流式）

                JSON
                
                data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085751,"sentence_id":0,"is_end":false,"is_truncated":false,"result":"当然可以","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085752,"sentence_id":1,"is_end":false,"is_truncated":false,"result":"，以下是一些建议的自驾游路线：\n\n1. **丝绸之路自驾游**：西安出发，经过天水、兰州、嘉峪关","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085752,"sentence_id":2,"is_end":false,"is_truncated":false,"result":"、敦煌，最后到达哈密和乌鲁木齐。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085752,"sentence_id":3,"is_end":false,"is_truncated":false,"result":"这条路线将带你领略古代丝绸之路的辉煌和壮丽。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085753,"sentence_id":4,"is_end":false,"is_truncated":false,"result":"\n2. **海南环岛自驾**：这是一条热带天堂的自驾路线，你可以尽情享受海南的美丽海滩和热带风情。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085754,"sentence_id":5,"is_end":false,"is_truncated":false,"result":"\n3. **穿越阿里大北线**：成都出发，经过广元、汉中、西安、延安、银川、阿拉善左","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085754,"sentence_id":6,"is_end":false,"is_truncated":false,"result":"旗等地，最后回到成都。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085755,"sentence_id":7,"is_end":false,"is_truncated":false,"result":"这条路线将带你穿越中国的大西北，感受高原的壮丽和神秘。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":0,"total_tokens":6}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085756,"sentence_id":8,"is_end":false,"is_truncated":false,"result":"\n4. **寻找那北方的净土——自驾阿尔山**：北京出发，经过张家口、张北、太仆寺旗等地","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":176,"total_tokens":182}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085756,"sentence_id":9,"is_end":false,"is_truncated":false,"result":"，最后到达阿尔山。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":176,"total_tokens":182}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085757,"sentence_id":10,"is_end":false,"is_truncated":false,"result":"这条路线将带你领略北方的自然风光和纯净之美。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":176,"total_tokens":182}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085757,"sentence_id":11,"is_end":false,"is_truncated":false,"result":"\n\n这些路线各具特色，可以满足不同人群的需求。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":176,"total_tokens":182}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085758,"sentence_id":12,"is_end":false,"is_truncated":false,"result":"无论你喜欢历史人文、自然风光还是热带风情，都可以在这些路线中找到满意的旅程。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":176,"total_tokens":182}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085759,"sentence_id":13,"is_end":false,"is_truncated":false,"result":"在计划行程时，记得留出时间来享受路途中的风景，这样你的自驾游体验将更加丰富和难忘。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":176,"total_tokens":182}}

data: {"id":"as-0gcrii0a9k","object":"chat.completion","created":1709085759,"sentence_id":14,"is_end":true,"is_truncated":false,"result":"","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":6,"completion_tokens":255,"total_tokens":261}}

function call示例（单轮）

第一次请求

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“

curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
        "messages": [
      {"role":"user","content":"上海市今天的天气"}
    ],
   "functions": [
        {
            "name": "get_current_weather",
            "description": "获得指定地点的天气",
            "parameters": {
                "type": "object",
                "properties": {
                "location": {
                    "type": "string",
                    "description": "省，市名，例如：河北省，石家庄"
                },
                "unit": {
                    "type": "string",
                    "enum": ["摄氏度", "华氏度"]
                }
                },
                "required": ["location"]
            }
	},
        {
            "name": "get_current_price",
            "description": "获得指定公司的股价",
            "parameters": {
                "type": "object",
                "properties": {
                "company": {
                    "type": "string",
                    "description": "公司名，例如：腾讯，阿里巴巴"
                },
                "exchange": {
                    "type": "string",
                    "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                }
                },
                "required": ["company", "exchange"]
            },
            "responses": {
                "type": "object",
                "properties": {
                "price": {
                    "type": "int",
                    "description": "当日股票价格"
                },
                "unit": {
                    "type": "string",
                    "enum": ["人民币", "美元","港币"],
                    "description": "股票价格货币类型"
                },
                "change": {
                    "type": "string",
                    "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                }
                }
            },
            "examples": [
        			[
        			     {"role":"user","content":"What is the weather like in Boston?"},
        			     {"role": "assistant", "content": null, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"Boston\"}"}}
        			],
        			[
        			     {"role":"user","content":"你的名字是什么?"},
        			     {"role": "assistant", "content": null, "function_call": {"name": "", "arguments": "{}", "thoughts":"我无需调用任何工具"}}
        			]
            ]
        }
    ],
    "stream":true,
    "tool_choice": {
        "type": "function",
        "function": {
            "name": "get_current_weather"
        }
    }
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")

def main():
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()
    
    payload = json.dumps({
        "messages": [
      {"role":"user","content":"上海市今天的天气"}
    ],
   "functions": [
        {
            "name": "get_current_weather",
            "description": "获得指定地点的天气",
            "parameters": {
                "type": "object",
                "properties": {
                "location": {
                    "type": "string",
                    "description": "省，市名，例如：河北省，石家庄"
                },
                "unit": {
                    "type": "string",
                    "enum": ["摄氏度", "华氏度"]
                }
                },
                "required": ["location"]
            }
	},
        {
            "name": "get_current_price",
            "description": "获得指定公司的股价",
            "parameters": {
                "type": "object",
                "properties": {
                "company": {
                    "type": "string",
                    "description": "公司名，例如：腾讯，阿里巴巴"
                },
                "exchange": {
                    "type": "string",
                    "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                }
                },
                "required": ["company", "exchange"]
            },
            "responses": {
                "type": "object",
                "properties": {
                "price": {
                    "type": "int",
                    "description": "当日股票价格"
                },
                "unit": {
                    "type": "string",
                    "enum": ["人民币", "美元","港币"],
                    "description": "股票价格货币类型"
                },
                "change": {
                    "type": "string",
                    "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                }
                }
            },
            "examples": [
        			[
        			     {"role":"user","content":"What is the weather like in Boston?"},
        			     {"role": "assistant", "content": None, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"Boston\"}"}}
        			],
        			[
        			     {"role":"user","content":"你的名字是什么?"},
        			     {"role": "assistant", "content": None, "function_call": {"name": "", "arguments": "{}", "thoughts":"我无需调用任何工具"}}
        			]
            ]
        }
    ],
    "stream":True,
    "tool_choice": {
        "type": "function",
        "function": {
            "name": "get_current_weather"
        }
    }
    },ensure_ascii=False)
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload.encode('utf8'))
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

第一次响应

                JSON
                
                data: {"id":"as-rtpw9dcmef","object":"chat.completion","created":1693449832,"sentence_id":0,"is_end":true,"is_truncated":false,"result":"","need_clear_history":false,"function_call":{"name":"get_current_weather","thoughts":"用户提到了天气，需要调用API来获取天气信息。","arguments":"{\"unit\":\"摄氏度\",\"location\":\"上海市\"}"},"usage":{"prompt_tokens":8,"completion_tokens":46,"total_tokens":54}}

函数调用

            Bash
        
            Python
        

            curl -X POST 'http://0.0.0.0:80/get_current_weather' -d '{
   "unit": "摄氏度",
   "location": "上海市"
}'
        

            import requests
import json

def main():
    """
    替换下列示例函数内容
    """
    url = "http://0.0.0.0:80/get_current_weather"

    payload = json.dumps({
        "unit": "摄氏度",
        "location": "上海市"
    },ensure_ascii=False)
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload.encode('utf8'))
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

函数响应

                JSON
                
            

                {
    "temperature": "25", 
    "unit": "摄氏度", 
    "description": "晴朗"
}
            

第二次请求

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“

curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
    "messages": [
      {"role":"user","content":"上海市今天天气如何？"},
      {"role": "assistant", "content": null, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"上海市\"}"}},
      {"role": "function", "name": "get_current_weather", "content": "{\"temperature\": \"25\", \"unit\": \"摄氏度\", \"description\": \"晴朗\"}"}],
   "functions": [
        {
            "name": "get_current_weather",
            "description": "获得指定地点的天气",
            "parameters": {
                "type": "object",
                "properties": {
                "location": {
                    "type": "string",
                    "description": "省，市名，例如：河北省，石家庄"
                },
                "unit": {
                    "type": "string",
                    "enum": ["摄氏度", "华氏度"]
                }
                },
                "required": ["location"]
            }
	},
        {
            "name": "get_current_price",
            "description": "获得指定公司的股价",
            "parameters": {
                "type": "object",
                "properties": {
                "company": {
                    "type": "string",
                    "description": "公司名，例如：腾讯，阿里巴巴"
                },
                "exchange": {
                    "type": "string",
                    "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                }
                },
                "required": ["company", "exchange"]
            },
            "responses": {
                "type": "object",
                "properties": {
                "price": {
                    "type": "int",
                    "description": "当日股票价格"
                },
                "unit": {
                    "type": "string",
                    "enum": ["人民币", "美元","港币"],
                    "description": "股票价格货币类型"
                },
                "change": {
                    "type": "string",
                    "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                }
                }
            }
        }
    ],
"stream":true
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")

def main():
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()
    
    payload = json.dumps({
        "messages": [
            {"role":"user","content":"上海市今天天气如何？"},
            {"role": "assistant", "content": None, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"上海市\"}"}},
            {"role": "function", "name": "get_current_weather", "content": "{\"temperature\": \"25\", \"unit\": \"摄氏度\", \"description\": \"晴朗\"}"}],
        "functions": [
                {
                    "name": "get_current_weather",
                    "description": "获得指定地点的天气",
                    "parameters": {
                        "type": "object",
                        "properties": {
                        "location": {
                            "type": "string",
                            "description": "省，市名，例如：河北省，石家庄"
                        },
                        "unit": {
                            "type": "string",
                            "enum": ["摄氏度", "华氏度"]
                        }
                        },
                        "required": ["location"]
                    }
            },
                {
                    "name": "get_current_price",
                    "description": "获得指定公司的股价",
                    "parameters": {
                        "type": "object",
                        "properties": {
                        "company": {
                            "type": "string",
                            "description": "公司名，例如：腾讯，阿里巴巴"
                        },
                        "exchange": {
                            "type": "string",
                            "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                        }
                        },
                        "required": ["company", "exchange"]
                    },
                    "responses": {
                        "type": "object",
                        "properties": {
                        "price": {
                            "type": "int",
                            "description": "当日股票价格"
                        },
                        "unit": {
                            "type": "string",
                            "enum": ["人民币", "美元","港币"],
                            "description": "股票价格货币类型"
                        },
                        "change": {
                            "type": "string",
                            "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                        }
                        }
                    }
                }
            ],
            "stream":True
    },ensure_ascii=False)
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload.encode('utf8'))
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

第二次响应

                JSON
                
                data: {"id":"as-kf6e9thk0f","object":"chat.completion","created":1693450180,"sentence_id":0,"is_end":false,"is_truncated":false,"result":"上海市今天天气是：","need_clear_history":false,"usage":{"prompt_tokens":26,"completion_tokens":8,"total_tokens":34}}

data: {"id":"as-kf6e9thk0f","object":"chat.completion","created":1693450180,"sentence_id":1,"is_end":false,"is_truncated":false,"result":"气温25摄氏度，晴朗。","need_clear_history":false,"usage":{"prompt_tokens":26,"completion_tokens":8,"total_tokens":42}}

data: {"id":"as-kf6e9thk0f","object":"chat.completion","created":1693450180,"sentence_id":2,"is_end":true,"is_truncated":false,"result":"","need_clear_history":false,"usage":{"prompt_tokens":26,"completion_tokens":0,"total_tokens":42}}

function call示例（多轮）

第一次请求

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“

curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
        "messages": [
        {
            "role": "user",
            "content": "上海市今天天气如何？"
        },
        {
            "role": "assistant",
            "content": null,
            "function_call": {
                "name": "get_current_weather",
                "arguments": "{ \"location\": \"上海市\"}"
            }
        },
        {
            "role": "function",
            "name": "get_current_weather",
            "content": "{\"temperature\": \"25\", \"unit\": \"摄氏度\", \"description\": \"晴朗\"}"
        },
        {
            "role": "assistant",
            "content": "上海市今天天气是：气温25摄氏度，晴朗。"
        },
        {
            "role": "user",
            "content": "北京市今天天气如何？"
        }
    ],
   "functions": [
        {
            "name": "get_current_weather",
            "description": "获得指定地点的天气",
            "parameters": {
                "type": "object",
                "properties": {
                "location": {
                    "type": "string",
                    "description": "省，市名，例如：河北省，石家庄"
                },
                "unit": {
                    "type": "string",
                    "enum": ["摄氏度", "华氏度"]
                }
                },
                "required": ["location"]
            }
    },
        {
            "name": "get_current_price",
            "description": "获得指定公司的股价",
            "parameters": {
                "type": "object",
                "properties": {
                "company": {
                    "type": "string",
                    "description": "公司名，例如：腾讯，阿里巴巴"
                },
                "exchange": {
                    "type": "string",
                    "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                }
                },
                "required": ["company", "exchange"]
            },
            "responses": {
                "type": "object",
                "properties": {
                "price": {
                    "type": "int",
                    "description": "当日股票价格"
                },
                "unit": {
                    "type": "string",
                    "enum": ["人民币", "美元","港币"],
                    "description": "股票价格货币类型"
                },
                "change": {
                    "type": "string",
                    "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                }
                }
            },
    "examples": [
      {"role":"user","content":"What is the weather like in Boston?"},
      {"role": "assistant", "content": null, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"Boston\"}"}},
      {"role": "function", "name": "get_current_weather", "content": "{\"temperature\": \"25\", \"unit\": \"centigrade\", \"description\": \"cloud\"}"}
    ]
        }
    ],
    "stream":true,
    "tool_choice": {
        "type": "function",
        "function": {
            "name": "get_current_weather"
        }
    }
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")

def main():
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()
    
    payload = json.dumps({
            "messages": [
            {
                "role": "user",
                "content": "上海市今天天气如何？"
            },
            {
                "role": "assistant",
                "content": None,
                "function_call": {
                    "name": "get_current_weather",
                    "arguments": "{ \"location\": \"上海市\"}"
                }
            },
            {
                "role": "function",
                "name": "get_current_weather",
                "content": "{\"temperature\": \"25\", \"unit\": \"摄氏度\", \"description\": \"晴朗\"}"
            },
            {
                "role": "assistant",
                "content": "上海市今天天气是：气温25摄氏度，晴朗。"
            },
            {
                "role": "user",
                "content": "北京市今天天气如何？"
            }
        ],
    "functions": [
            {
                "name": "get_current_weather",
                "description": "获得指定地点的天气",
                "parameters": {
                    "type": "object",
                    "properties": {
                    "location": {
                        "type": "string",
                        "description": "省，市名，例如：河北省，石家庄"
                    },
                    "unit": {
                        "type": "string",
                        "enum": ["摄氏度", "华氏度"]
                    }
                    },
                    "required": ["location"]
                }
        },
            {
                "name": "get_current_price",
                "description": "获得指定公司的股价",
                "parameters": {
                    "type": "object",
                    "properties": {
                    "company": {
                        "type": "string",
                        "description": "公司名，例如：腾讯，阿里巴巴"
                    },
                    "exchange": {
                        "type": "string",
                        "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                    }
                    },
                    "required": ["company", "exchange"]
                },
                "responses": {
                    "type": "object",
                    "properties": {
                    "price": {
                        "type": "int",
                        "description": "当日股票价格"
                    },
                    "unit": {
                        "type": "string",
                        "enum": ["人民币", "美元","港币"],
                        "description": "股票价格货币类型"
                    },
                    "change": {
                        "type": "string",
                        "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                    }
                    }
                },
        "examples": [
        {"role":"user","content":"What is the weather like in Boston?"},
        {"role": "assistant", "content": None, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"Boston\"}"}},
        {"role": "function", "name": "get_current_weather", "content": "{\"temperature\": \"25\", \"unit\": \"centigrade\", \"description\": \"cloud\"}"}
        ]
            }
        ],
        "stream":True,
        "tool_choice": {
            "type": "function",
            "function": {
                "name": "get_current_weather"
            }
        }
    },ensure_ascii=False)
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload.encode('utf8'))
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

第一次响应

                JSON
                
                data: {"id":"as-cp6rrapzdp","object":"chat.completion","created":1701421831,"sentence_id":0,"is_end":true,"is_truncated":false,"result":"","need_clear_history":false,"function_call":{"name":"get_current_weather","thoughts":"用户询问了北京市今天的天气，我需要使用get_current_weather工具来获取相关信息。","arguments":"{\"location\":\"北京市\"}"},"finish_reason":"function_call","usage":{"prompt_tokens":43,"completion_tokens":0,"total_tokens":43}}

函数调用

            Bash
        
            Python
        

            curl -X POST http://0.0.0.0:80/get_current_weather -d '{
   "unit": "摄氏度",
   "location": "北京市"
}'
        

            import requests
import json

def main():
    """
    替换下列示例函数内容
    """
    url = "http://0.0.0.0:80/get_current_weather"

    payload = json.dumps({
        "unit": "摄氏度",
        "location": "上海市"
    },ensure_ascii=False)
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload.encode('utf8'))
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

函数响应

                JSON
                
            

                {
    "temperature": "-1", 
    "unit": "摄氏度", 
    "description": "大雪"
}
            

第二次请求

            Bash
        
            Python
        

            # 步骤一，获取access_token，替换下列示例中的应用API Key与应用Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]'

# 步骤二，调用本文API，使用步骤一获取的access_token，替换下列示例中的”调用接口获取的access_token“

curl -X POST 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=[步骤一调用接口获取的access_token]' -d '{
        "messages": [
        {
            "role": "user",
            "content": "上海市今天天气如何？"
        },
        {
            "role": "assistant",
            "content": null,
            "function_call": {
                "name": "get_current_weather",
                "arguments": "{ \"location\": \"上海市\"}"
            }
        },
        {
            "role": "function",
            "name": "get_current_weather",
            "content": "{\"temperature\": \"25\", \"unit\": \"摄氏度\", \"description\": \"晴朗\"}"
        },
        {
            "role": "assistant",
            "content": "上海市今天天气是：气温25摄氏度，晴朗。"
        },
        {
            "role": "user",
            "content": "北京市今天天气如何？"
        },
        {
            "role": "assistant",
            "content": null,
            "function_call": {
                "name": "get_current_weather",
                "arguments": "{ \"location\": \"北京市\"}"
            }
        },
        {
            "role": "function",
            "name": "get_current_weather",
            "content": "{\"temperature\": \"-1\", \"unit\": \"摄氏度\", \"description\": \"大雪\"}"
        }
    ],
   "functions": [
        {
            "name": "get_current_weather",
            "description": "获得指定地点的天气",
            "parameters": {
                "type": "object",
                "properties": {
                "location": {
                    "type": "string",
                    "description": "省，市名，例如：河北省，石家庄"
                },
                "unit": {
                    "type": "string",
                    "enum": ["摄氏度", "华氏度"]
                }
                },
                "required": ["location"]
            }
    },
        {
            "name": "get_current_price",
            "description": "获得指定公司的股价",
            "parameters": {
                "type": "object",
                "properties": {
                "company": {
                    "type": "string",
                    "description": "公司名，例如：腾讯，阿里巴巴"
                },
                "exchange": {
                    "type": "string",
                    "enum": ["纳斯达克", "上海证券交易所","香港证券交易所"]
                }
                },
                "required": ["company", "exchange"]
            },
            "responses": {
                "type": "object",
                "properties": {
                "price": {
                    "type": "int",
                    "description": "当日股票价格"
                },
                "unit": {
                    "type": "string",
                    "enum": ["人民币", "美元","港币"],
                    "description": "股票价格货币类型"
                },
                "change": {
                    "type": "string",
                    "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                }
                }
            },
    "examples": [
                [
                 {"role":"user","content":"What is the weather like in Boston?"},
                 {"role": "assistant", "content": null, "function_call": {"name": "get_current_weather", "arguments": "{ \"location\": \"Boston\"}"}}
                ],
                [
                     {"role":"user","content":"你的名字是什么?"},
                 {"role": "assistant", "content": null, "function_call": {"name": "", "arguments": "{}", "thoughts":"我无需调用任何工具"}}
                ]
            ]
        }
    ],
    "stream":true,
    "tool_choice": {
        "type": "function",
        "function": {
            "name": "get_current_weather"
        }
    }
}'
        

            import requests
import json

def get_access_token():
    """
    使用应用API Key，应用Secret Key 获取access_token，替换下列示例中的应用API Key、应用Secret Key
    """
        
    url = "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[应用API Key]&client_secret=[应用Secret Key]"
    
    payload = json.dumps("")
    headers = {
        'Content-Type': 'application/json',
        'Accept': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload)
    return response.json().get("access_token")

def main():
    url = "https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-128k?access_token=" + get_access_token()

    payload = json.dumps({
        "messages": [
            {
                "role": "user",
                "content": "上海市今天天气如何？"
            },
            {
                "role": "assistant",
                "content": None,
                "function_call": {
                    "name": "get_current_weather",
                    "arguments": "{ \"location\": \"上海市\"}"
                }
            },
            {
                "role": "function",
                "name": "get_current_weather",
                "content": "{\"temperature\": \"25\", \"unit\": \"摄氏度\", \"description\": \"晴朗\"}"
            },
            {
                "role": "assistant",
                "content": "上海市今天天气是：气温25摄氏度，晴朗。"
            },
            {
                "role": "user",
                "content": "北京市今天天气如何？"
            },
            {
                "role": "assistant",
                "content": None,
                "function_call": {
                    "name": "get_current_weather",
                    "arguments": "{ \"location\": \"北京市\"}"
                }
            },
            {
                "role": "function",
                "name": "get_current_weather",
                "content": "{\"temperature\": \"-1\", \"unit\": \"摄氏度\", \"description\": \"大雪\"}"
            }
        ],
        "functions": [
            {
                "name": "get_current_weather",
                "description": "获得指定地点的天气",
                "parameters": {
                    "type": "object",
                    "properties": {
                        "location": {
                            "type": "string",
                            "description": "省，市名，例如：河北省，石家庄"
                        },
                        "unit": {
                            "type": "string",
                            "enum": ["摄氏度", "华氏度"]
                        }
                    },
                    "required": ["location"]
                }
            },
            {
                "name": "get_current_price",
                "description": "获得指定公司的股价",
                "parameters": {
                    "type": "object",
                    "properties": {
                        "company": {
                            "type": "string",
                            "description": "公司名，例如：腾讯，阿里巴巴"
                        },
                        "exchange": {
                            "type": "string",
                            "enum": ["纳斯达克", "上海证券交易所", "香港证券交易所"]
                        }
                    },
                    "required": ["company", "exchange"]
                },
                "responses": {
                    "type": "object",
                    "properties": {
                        "price": {
                            "type": "int",
                            "description": "当日股票价格"
                        },
                        "unit": {
                            "type": "string",
                            "enum": ["人民币", "美元", "港币"],
                            "description": "股票价格货币类型"
                        },
                        "change": {
                            "type": "string",
                            "description": "当日股票价格变化,如下跌3%，上涨0.5%"
                        }
                    }
                },
                "examples": [
                    [
                        {"role": "user", "content": "What is the weather like in Boston?"},
                        {"role": "assistant", "content": None, "function_call": {
                            "name": "get_current_weather", "arguments": "{ \"location\": \"Boston\"}"}}
                    ],
                    [
                        {"role": "user", "content": "你的名字是什么?"},
                        {"role": "assistant", "content": None, "function_call": {
                            "name": "", "arguments": "{}", "thoughts": "我无需调用任何工具"}}
                    ]
                ]
            }
        ],
        "stream": True,
        "tool_choice": {
            "type": "function",
            "function": {
                "name": "get_current_weather"
            }
        }
    },ensure_ascii=False)
    headers = {
        'Content-Type': 'application/json'
    }
    
    response = requests.request("POST", url, headers=headers, data=payload.encode('utf8'))
    
    print(response.text)
    

if __name__ == '__main__':
    main()
        

第二次响应

                JSON
                
                data: {"id":"as-jp2fqncxhk","object":"chat.completion","created":1701422332,"sentence_id":0,"is_end":false,"is_truncated":false,"result":"根据天气预报，北京市","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":62,"completion_tokens":0,"total_tokens":62}}

data: {"id":"as-jp2fqncxhk","object":"chat.completion","created":1701422333,"sentence_id":1,"is_end":false,"is_truncated":false,"result":"今天天气是：气温-1摄氏度，大雪。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":62,"completion_tokens":0,"total_tokens":62}}

data: {"id":"as-jp2fqncxhk","object":"chat.completion","created":1701422333,"sentence_id":2,"is_end":false,"is_truncated":false,"result":"如果您需要了解更多天气信息或有其他问题，请随时告诉我。","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":62,"completion_tokens":0,"total_tokens":62}}

data: {"id":"as-jp2fqncxhk","object":"chat.completion","created":1701422333,"sentence_id":3,"is_end":true,"is_truncated":false,"result":"","need_clear_history":false,"finish_reason":"normal","usage":{"prompt_tokens":62,"completion_tokens":31,"total_tokens":93}}

错误码

如果请求错误，服务器返回的JSON文本包含以下参数。

名称	描述
error_code	错误码
error_msg	错误描述信息，帮助理解和解决发生的错误

例如Access Token失效返回以下内容，需要重新获取新的Access Token再次请求。

Plain Text

1{
2  "error_code": 110,
3  "error_msg": "Access token invalid or no longer valid"
4}

更多相关错误码，请查看错误码说明。

ERNIE-3.5-8K-Preview

ERNIE-3.5-8K-0613

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