ERNIE-3.5-8K-Preview
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-3.5-8K-Preview为ERNIE-3.5-8K模型的预览版本,指向最新版本模型。本文介绍了相关API。
功能介绍
调用本接口,发起一次对话请求。
注意事项
模型版本说明:-Preview,表示预览版接口,指向最新版本的模型。Preview接口滚动升级不会提前通知用户,用户可以在模型版本升级及退役机制文档查看当前最新指向日期。
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。
HTTP调用
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,使用Header、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。
请求说明
- 基本信息
请求地址: https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/ernie-3.5-8k-preview
请求方式: POST
- Header参数
根据不同鉴权方式,查看对应Header参数。
访问凭证access_token鉴权
名称 | 类型 | 必填 | 描述 |
---|---|---|---|
Content-Type | string | 是 | 固定值application/json |
基于安全认证AK/SK进行签名计算鉴权
名称 | 类型 | 必填 | 描述 |
---|---|---|---|
Content-Type | string | 是 | 固定值application/json |
x-bce-date | string | 否 | 当前时间,遵循ISO8601规范,格式如2016-04-06T08:23:49Z |
Authorization | string | 是 | 用于验证请求合法性的认证信息,更多内容请参考鉴权认证机制,签名工具可参考IAM签名工具 |
- 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API Key和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20000 个字符,且不能超过5120 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20000 个字符,且不能超过5120 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20000 个字符,且不能超过5120 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,计费问题可查看常见问题 |
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, 2048] (2)如果不设置此参数,最大输出token数为1024 |
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 |
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 |
响应说明
- 响应头Header参数
部分参数如下。
名称 | 描述 |
---|---|
X-Ratelimit-Limit-Requests | 一分钟内允许的最大请求次数 |
X-Ratelimit-Limit-Tokens | 一分钟内允许的最大tokens消耗,包含输入tokens和输出tokens |
X-Ratelimit-Remaining-Requests | 达到RPM速率限制前,剩余可发送的请求数配额,如果配额用完,将会在0-60s后刷新 |
X-Ratelimit-Remaining-Tokens | 达到TPM速率限制前,剩余可消耗的tokens数配额,如果配额用完,将会在0-60s后刷新 |
- 响应体参数
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,说明: (1)如果未触发独立搜索,指用户输入原始问题tokens数 (2)如果触发独立搜索,问题tokens数包括用户输入问题token数和触发搜索相关的tokens数 |
completion_tokens | int | 回答tokens数 |
total_tokens | int | tokens总数 |
prompt_tokens_details | Object | 问题tokens数详情 |
search_count | int | 触发独立搜索计费次数 |
prompt_tokens_details说明
名称 | 类型 | 描述 |
---|---|---|
search_tokens | int | 搜索独立计费tokens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。
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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)
HTTP/1.1 200 OK
Date: Fri, 19 Jan 2024 08:49:13 GMT
Content-Type: application/json;charset=utf-8
Statement: AI-generated
X-Ratelimit-Limit-Requests: 300
X-Ratelimit-Limit-Tokens: 300000
X-Ratelimit-Remaining-Requests: 298
X-Ratelimit-Remaining-Tokens: 299971
{
"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)
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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)
HTTP/1.1 200 OK
Date: Wed, 28 Feb 2024 02:04:30 GMT
Content-Type: application/json;charset=utf-8
Statement: AI-generated
X-Ratelimit-Limit-Requests: 300
X-Ratelimit-Limit-Tokens: 300000
X-Ratelimit-Remaining-Requests: 299
X-Ratelimit-Remaining-Tokens: 299741
{
"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)
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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)
HTTP/1.1 200 OK
Date: Wed, 28 Feb 2024 02:02:31 GMT
Content-Type: text/event-stream;charset=utf-8
Cache-Control: no-cache
Statement: AI-generated
X-Ratelimit-Limit-Requests: 300
X-Ratelimit-Limit-Tokens: 300000
X-Ratelimit-Remaining-Requests: 299
X-Ratelimit-Remaining-Tokens: 299994
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
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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"
}
}
})
headers = {
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
if __name__ == '__main__':
main()
- 第一次响应
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
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"
})
headers = {
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
if __name__ == '__main__':
main()
- 函数响应
{
"temperature": "25",
"unit": "摄氏度",
"description": "晴朗"
}
- 第二次请求
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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
})
headers = {
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
if __name__ == '__main__':
main()
- 第二次响应
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
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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"
}
}
})
headers = {
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
if __name__ == '__main__':
main()
- 第一次响应
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
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": "北京市"
})
headers = {
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
if __name__ == '__main__':
main()
- 函数响应
{
"temperature": "-1",
"unit": "摄氏度",
"description": "大雪"
}
- 第二次请求
# 步骤一,获取access_token,替换下列示例中的API Key与Secret Key
curl 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=[API Key]&client_secret=[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-3.5-8k-preview?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 API Key,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-3.5-8k-preview?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"
}
}
})
headers = {
'Content-Type': 'application/json'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
if __name__ == '__main__':
main()
- 第二次响应
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}}
SDK调用
平台支持通过Python SDK、Go SDK、Java SDK 和 Node.js SDK调用本文API,SDK调用说明文档请参考推理服务V1-对话Chat文档。
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。
{
"error_code": 110,
"error_msg": "Access token invalid or no longer valid"
}
更多相关错误码,请查看错误码说明。