CodeLlama-7b-Instruct

更新时间：2024-09-24

CodeLlama-7b-Instruct是Code Llama是由Meta AI研发并开源的一系列文本生成模型，旨在用于一般代码合成和理解。该模型参数规模为70亿。本文介绍了相关API。

功能介绍

调用本接口，发起一次文本续写请求。

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。

SDK调用

使用说明

本文内容适用Python、Go、Java和Node.js SDK，也可以查看续写Completions文档。
SDK调用流程及鉴权介绍，请查看SDK安装及使用流程。

调用示例（单轮）

指定支持预置服务的模型

使用model字段，指定平台支持预置服务的模型，调用示例如下。

import os
import qianfan

# 使用安全认证AK/SK鉴权，通过环境变量方式初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
os.environ["QIANFAN_ACCESS_KEY"] = "your_iam_ak"
os.environ["QIANFAN_SECRET_KEY"] = "your_iam_sk"

comp = qianfan.Completion()

resp = comp.do(model="CodeLlama-7b-Instruct", prompt="In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month")

print(resp["body"])

package main

import (
	"context"
	"fmt"
	"os"

	"github.com/baidubce/bce-qianfan-sdk/go/qianfan"
)

func main() {
    // 使用安全认证AK/SK鉴权，通过环境变量初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
    os.Setenv("QIANFAN_ACCESS_KEY", "your_iam_ak")
    os.Setenv("QIANFAN_SECRET_KEY", "your_iam_sk")
    
	chat := qianfan.NewCompletion(
		qianfan.WithModel("CodeLlama-7b-Instruct"),
	)
	resp, _ := chat.Do( // Stream 启用流式返回，参数与 Do 相同
		context.TODO(),
		&qianfan.CompletionRequest{
			Prompt: "你好，你是谁",
		},
	)
	fmt.Println(resp.Result)
}

import com.baidubce.qianfan.Qianfan;
import com.baidubce.qianfan.model.completion.CompletionResponse;

public class Demo {
    public static void main(String[] args) {
        // 使用安全认证AK/SK鉴权，替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
        Qianfan qianfan = new Qianfan("your_iam_ak", "your_iam_sk");
        
        // 指定模型
        CompletionResponse resp = qianfan.completion()
                .model("CodeLlama-7b-Instruct")
                .prompt("hello")
                .execute();
        System.out.print(resp.getResult());
    }
}

import {Completions, setEnvVariable} from "@baiducloud/qianfan";

const client = new Completions({ QIANFAN_ACCESS_KEY: 'your_iam_ak', QIANFAN_SECRET_KEY: 'your_iam_sk' });
async function main() {
    const resp = await client.completions({
        prompt: '你好',
    }, 'CodeLlama-7b-Instruct');
    console.log(resp);
}

main();

用户自行发布的模型服务

对于用户快速部署自行发布的模型服务，通过使用endpoint字段进行调用，示例如下。

import os
import qianfan

# 使用安全认证AK/SK鉴权，通过环境变量方式初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
os.environ["QIANFAN_ACCESS_KEY"] = "your_iam_ak"
os.environ["QIANFAN_SECRET_KEY"] = "your_iam_sk"

comp = qianfan.Completion()

# 使用自行发布的模型
resp = comp.do(endpoint="your_custom_endpoint", prompt="你好")

# 可以通过resp["body"]获取接口返回的内容
print(resp["body"])

package main

import (
	"context"
	"fmt"
	"os"

	"github.com/baidubce/bce-qianfan-sdk/go/qianfan"
)

func main() {
    // 使用安全认证AK/SK鉴权，通过环境变量初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
    os.Setenv("QIANFAN_ACCESS_KEY", "your_iam_ak")
    os.Setenv("QIANFAN_SECRET_KEY", "your_iam_sk")
	
	chat := qianfan.NewCompletion(
		qianfan.WithEndpoint("your_endpoint"),
	)
	resp, _ := chat.Do( // Stream 启用流式返回，参数与 Do 相同
		context.TODO(),
		&qianfan.CompletionRequest{
			Prompt: "你好，你是谁",
		},
	)
	fmt.Println(resp.Result)
}

import com.baidubce.qianfan.Qianfan;
import com.baidubce.qianfan.model.completion.CompletionResponse;

public class Demo {
    public static void main(String[] args) {
        // 使用安全认证AK/SK鉴权，替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
        Qianfan qianfan = new Qianfan("your_iam_ak", "your_iam_sk");
        
        // 使用自行发布的模型
        CompletionResponse resp = qianfan.completion()
                .endpoint("your_custom_endpoint")
                .prompt("hello")
                .execute();
        System.out.print(resp.getResult());
    }
}

import {Completions, setEnvVariable} from "@baiducloud/qianfan";

const client = new Completions({ QIANFAN_ACCESS_KEY: 'your_iam_ak', QIANFAN_SECRET_KEY: 'your_iam_sk', Endpoint: '***' });
async function main() {
    const resp = await client.completions({
        prompt: '你好，你是谁',
    });
    console.log(resp);
}

main();

返回示例（单轮）

{
	'id': 'as-jy35txjsru',
	'object': 'completion',
	'created': 1718782039,
	'result': 'You can use the `find` command in Bash to list all text files in the current directory (excluding subdirectories) that have been modified in the last month. Here\'s an example command:\n```\nfind . -type f -name "*.txt" -mtime -1\n```\nHere\'s how the command works:\n\n* `.` represents the current directory.\n* `-type f` specifies that we are looking for files (as opposed to directories).\n* `-name "*.txt"` specifies that we are looking for files with the `.txt` extension.\n* `-mtime -1` specifies that we are looking for files that have been modified in the last month.\n\nThe `-mtime` option takes a numerical argument, which represents the number of days since the file was last modified. In this case, `-1` means "modified in the last day".\n\nNote that this command will only list files that have been modified in the current directory and its subdirectories. If you want to search for files in a specific directory and its subdirectories, you can replace `.` with the name of the directory you want to search. For example:\n```\nfind /path/to/directory -type f -name "*.txt" -mtime -1\n```\nThis will search for text files in the specified directory and its subdirectories that have been modified in the last month.',
	'is_safe': 1,
	'usage': {
		'prompt_tokens': 29,
		'completion_tokens': 279,
		'total_tokens': 308
	}
}

你好，我是文心一言，英文名是ERNIE Bot，可以协助你完成范围广泛的任务并提供有关各种主题的信息，比如回答问题，提供定义和解释及建议。如果你有任何问题，请随时向我提问。

Hello! It's nice to meet you. Is there something I can help you with or would you like to chat?

{
  id: 'as-hfmv5mvdim',
  object: 'chat.completion',
  created: 1709779789,
  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，我都会尽力回答和提供支持。请随时告诉我你的需求，我会尽快回复你。',
  is_truncated: false,
  need_clear_history: false,
  finish_reason: 'normal',
  usage: { prompt_tokens: 1, completion_tokens: 34, total_tokens: 35 }
}

调用示例（流式）

import os
import qianfan

# 使用安全认证AK/SK鉴权，通过环境变量方式初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
os.environ["QIANFAN_ACCESS_KEY"] = "your_iam_ak"
os.environ["QIANFAN_SECRET_KEY"] = "your_iam_sk"

comp = qianfan.Completion()

# 续写功能同样支持流式调用
resp = comp.do(model="CodeLlama-7b-Instruct", prompt="In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month", stream=True)
for r in resp:
    print(r["body"])

package main

import (
	"context"
	"fmt"
	"os"

	"github.com/baidubce/bce-qianfan-sdk/go/qianfan"
)

func main() {
    // 使用安全认证AK/SK鉴权，通过环境变量初始化；替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
    os.Setenv("QIANFAN_ACCESS_KEY", "your_iam_ak")
    os.Setenv("QIANFAN_SECRET_KEY", "your_iam_sk")
	
    chat := qianfan.NewCompletion(
		qianfan.WithModel("CodeLlama-7b-Instruct"),
	)
	resp, _ := chat.Stream( // Stream 启用流式返回，参数与 Do 相同
		context.TODO(),
		&qianfan.CompletionRequest{
			Prompt: "你好，你是谁",
		},
	)
	for {
		r, err := resp.Recv()
		if err != nil {
			panic(err)
		}
		if resp.IsEnd { // 判断是否结束
			break
		}
		fmt.Println(r.Result)
	}
}

import com.baidubce.qianfan.Qianfan;
import com.google.gson.Gson;

public class Demo {
    public static void main(String[] args) {
        Gson gson = new Gson();
        
        // 使用安全认证AK/SK鉴权，替换下列示例中参数，安全认证Access Key替换your_iam_ak，Secret Key替换your_iam_sk
        Qianfan qianfan = new Qianfan("your_iam_ak", "your_iam_sk");
        
        qianfan.completion()
                .model("CodeLlama-7b-Instruct")
                .prompt("hello")
                .executeStream()
                .forEachRemaining(chunk -> System.out.print(gson.toJson(chunk)));
    }
}

import {Completions, setEnvVariable} from "@baiducloud/qianfan";

const client = new Completions({ QIANFAN_ACCESS_KEY: 'your_iam_ak', QIANFAN_SECRET_KEY: 'your_iam_sk' });
async function main() {
    const stream = await client.completions({
        prompt: '你好，你是谁',
        stream: true,   //启用流式返回
        model: CodeLlama-7b-Instruct, 
    });
     for await (const chunk of stream as AsyncIterableIterator<any>) {
        console.log(chunk);
    }
}

main();

返回示例（流式）

{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782182, 'sentence_id': 0, 'is_end': False, 'result': 'To list all text files in the current directory (excluding subdirectories) that have been modified in the last month in Bash, you can use the', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 32, 'total_tokens': 61}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782183, 'sentence_id': 1, 'is_end': False, 'result': ' following command:\n```\nfind . -type f -name "*.txt" -mtime -1\n```\nHere\'s how the command works', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 22, 'total_tokens': 83}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782184, 'sentence_id': 2, 'is_end': False, 'result': ':\n\n* `find`: The find command is used to search for files based on various criteria.\n* `.`: The current directory is specified using the', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 29, 'total_tokens': 112}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782185, 'sentence_id': 3, 'is_end': False, 'result': ' `.` notation.\n* `-type f`: This option tells find to search for files (not directories).\n* `-name "*.txt"`: This', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 27, 'total_tokens': 139}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782186, 'sentence_id': 4, 'is_end': False, 'result': ' option tells find to search for files with the .txt extension.\n* `-mtime -1`: This option tells find to search for files that have been', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 32, 'total_tokens': 171}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782187, 'sentence_id': 5, 'is_end': False, 'result': ' modified in the last month. The `-mtime` option is used to specify the modification time, and the `-1` option tells find to search for files', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 35, 'total_tokens': 206}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782188, 'sentence_id': 6, 'is_end': False, 'result': ' that have been modified in the last day.\n\nYou can also use the `-mtime +1` option to search for files that have been modified in', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 33, 'total_tokens': 239}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782189, 'sentence_id': 7, 'is_end': False, 'result': ' the last 2 days, or the `-mtime +2` option to search for files that have been modified in the last 3 days, and so', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 32, 'total_tokens': 271}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782190, 'sentence_id': 8, 'is_end': False, 'result': ' on.\n\nNote that the `-mtime` option only works for files that have a modification time that is less than or equal to the current time.', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 33, 'total_tokens': 304}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782191, 'sentence_id': 9, 'is_end': False, 'result': ' If you want to search for files that have been modified in the last month, you can use the `-mtime -1` option. If you want to', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 35, 'total_tokens': 339}}
{'id': 'as-wjs702ndui', 'object': 'completion', 'created': 1718782192, 'sentence_id': 10, 'is_end': True, 'result': ' search for files that have been modified in the last 2 months, you can use the `-mtime -2` option, and so on.', 'is_safe': 1, 'usage': {'prompt_tokens': 29, 'completion_tokens': 29, 'total_tokens': 368}}

你好，
我是百度研发的知识增强大语言模型，中文名是文心一言，英文名是ERNIE Bot。
我能够与人对话互动，回答问题，协助创作，高效便捷地帮助人们获取信息、知识和灵感。

请问你有需要我帮助你的问题吗？

{"id":"as-d73nus31se","object":"chat.completion","created":1710471174,"sentenceId":0,"isEnd":false,"isSafe":1,"result":"Hello! It\u0027","usage":{"promptTokens":1,"completionTokens":2,"totalTokens":3}}
{"id":"as-d73nus31se","object":"chat.completion","created":1710471174,"sentenceId":1,"isEnd":true,"isSafe":1,"result":"s nice to meet you. Is there something I can help you with or would you like to chat?","usage":{"promptTokens":1,"completionTokens":24,"totalTokens":27}}

{
  id: 'as-cck51r1rfw',
  object: 'chat.completion',
  created: 1709779938,
  sentence_id: 0,
  is_end: false,
  is_truncated: false,
  result: '你好！',
  need_clear_history: false,
  finish_reason: 'normal',
  usage: { prompt_tokens: 1, completion_tokens: 2, total_tokens: 3 }
}
{
  id: 'as-cck51r1rfw',
  object: 'chat.completion',
  created: 1709779938,
  sentence_id: 1,
  is_end: false,
  is_truncated: false,
  result: '请问有什么可以帮助你的吗？',
  need_clear_history: false,
  finish_reason: 'normal',
  usage: { prompt_tokens: 1, completion_tokens: 2, total_tokens: 3 }
}
{
  id: 'as-cck51r1rfw',
  object: 'chat.completion',
  created: 1709779938,
  sentence_id: 2,
  is_end: true,
  is_truncated: false,
  result: '',
  need_clear_history: false,
  finish_reason: 'normal',
  usage: { prompt_tokens: 1, completion_tokens: 8, total_tokens: 9 }
}

请求参数

注意：以下为Python SDK参数说明，其他SDK参数相关说明请参考Go SDK-续写Completions参数相关说明、Java SDK参数相关说明、Node.js SDK参数相关说明。

名称	类型	必填	描述
prompt	string	是	请求信息
model	string	否	模型名称，用于指定平台支持预置服务的模型，说明：（1）如果调用预置服务，即调用本文API，该字段必填，且为固定值CodeLlama-7b-Instruct （2）如果指定用户自行发布的模型服务，该字段不填写，需填写endpoint字段，详见参数endpoint说明
endpoint	string	否	用于指定用户自行发布的模型服务。说明：（1）如果需指定用户自行发布的模型服务，如调用本文模型服务，endpoint字段为必填（2）该字段值可以通过查看服务地址获取：打开模型服务-模型推理-我的服务页面，选择创建的服务-点击详情页查看服务地址，endpoint值为`https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/completions/`后面的地址，如下图所示注意：在创建服务页面，选择模型后，API地址会自动新增个后缀。例如选择某模型，输入API地址为“test1”，endpoint的取值即为“lbwxxxd4_test1”，如下图所示，如何发布服务请参考发布平台预置的模型服务
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）范围 (0, 1.0]，不能为0
top_k	int	否	Top-K 采样参数，在每轮token生成时，保留k个概率最高的token作为候选。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）取值范围：正整数
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）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）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 true：是，以流式接口的形式返回数据 false：否
retry_count	int	否	重试次数，默认1次
request_timeout	float	否	请求超时时间，默认60秒
backoff_factor	float	否	请求重试参数，用于指定重试的策略，默认为0
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
user_id	string	否	表示最终用户的唯一标识符

返回参数

名称	类型	描述
id	string	本轮对话的id
object	string	回包类型，chat.completion：文本生成返回
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
result	string	对话返回结果
need_clear_history	bool	表示用户输入是否存在安全，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
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

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

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/completions/codellama_7b_instruct

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
prompt	string	是	请求信息
stream	bool	否	是否以流式接口的形式返回数据，默认false
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）范围 (0, 1.0]，不能为0
top_k	int	否	Top-K 采样参数，在每轮token生成时，保留k个概率最高的token作为候选。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）取值范围：正整数
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）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）取值范围：[1.0, 2.0]
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
user_id	string	否	表示最终用户的唯一标识符

响应说明

名称	类型	描述
id	string	本轮对话的id
object	string	回包类型。chat.completion：文本生成返回
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
result	string	对话返回结果
is_safe	bool	1：表示输入内容无安全风险 0：表示输入内容有安全风险
usage	usage	token统计信息

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

注意：同步模式和流式模式，响应参数返回不同。

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/completions/codellama_7b_instruct?access_token=[步骤一调用接口获取的access_token]' -d '{
   "prompt":"In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month"
}' | iconv -f utf-8 -t utf-8

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/completions/codellama_7b_instruct?access_token=" + get_access_token()
    
    payload = json.dumps({
        "prompt":"In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month"
    })
    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-kkk0em6hmv",
  "object": "chat.completion",
  "created": 1703581581,
  "result": "To list all text files in the current directory (excluding subdirectories) that have been modified in the last month, you can use the following command:\n```\nfind . -type f -name \"*.txt\" -mtime -1 -print\n```\nHere's how the command works:\n\n* `find`: The command to find files based on various criteria.\n* `.`: The current directory.\n* `-type f`: The file type to search for. In this case, we're looking for files with the extension `.txt`.\n* `-name \"*.txt\"`: The name of the file to search for. The `\"*.txt\"` pattern matches any file with the `.txt` extension.\n* `-mtime -1`: The modification time of the file. The `-1` indicates that we're looking for files that have been modified in the last month.\n* `-print`: The action to take for each file found. In this case, we're printing the file name.\n\nThis command will list all text files in the current directory that have been modified in the last month.",
  "is_safe": 1,
  "usage": {
    "prompt_tokens": 29,
    "completion_tokens": 218,
    "total_tokens": 247
  }
}

# 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/completions/codellama_7b_instruct?access_token=[步骤一调用接口获取的access_token]' -d '{
  "prompt":"In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month",
  "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/completions/codellama_7b_instruct?access_token=" + get_access_token()
    
     payload = json.dumps({
        "prompt":"In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month",
        "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-6653kq8uk1","object":"chat.completion","created":1703581827,"sentence_id":0,"is_end":false,"result":"You can use the `find` command with the `-mtime` option to list all text files in the current directory that have been modified in the last","is_safe":1,"usage":{"prompt_tokens":29,"completion_tokens":35,"total_tokens":64}}

data: {"id":"as-6653kq8uk1","object":"chat.completion","created":1703581828,"sentence_id":1,"is_end":false,"result":" month.\n\nHere's an example command:\n```\nfind . -type f -name \"*.txt\" -mtime -30\n","is_safe":1,"usage":{"prompt_tokens":29,"completion_tokens":18,"total_tokens":82}}

data: {"id":"as-6653kq8uk1","object":"chat.completion","created":1703581829,"sentence_id":2,"is_end":false,"result":"```\nExplanation:\n\n* `.` represents the current directory.\n* `-type f` specifies that we want to find files (not","is_safe":1,"usage":{"prompt_tokens":29,"completion_tokens":24,"total_tokens":106}}

data: {"id":"as-6653kq8uk1","object":"chat.completion","created":1703581830,"sentence_id":3,"is_end":false,"result":" directories).\n* `-name \"*.txt\"` specifies that we want to find files with the \".txt\" extension.\n* `-mtime -3","is_safe":1,"usage":{"prompt_tokens":29,"completion_tokens":24,"total_tokens":130}}

data: {"id":"as-6653kq8uk1","object":"chat.completion","created":1703581831,"sentence_id":4,"is_end":false,"result":"0` specifies that we want to find files that have been modified in the last 30 days.\n\nThis command will list all text files in","is_safe":1,"usage":{"prompt_tokens":29,"completion_tokens":32,"total_tokens":162}}

data: {"id":"as-6653kq8uk1","object":"chat.completion","created":1703581832,"sentence_id":5,"is_end":true,"result":" the current directory that have been modified in the last month.","is_safe":1,"usage":{"prompt_tokens":29,"completion_tokens":14,"total_tokens":176}}

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。

SQLCoder-7B

AquilaCode-multi

百度智能云

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