Package Health Score

69 / 100

security
Security review needed
popularity
Small
maintenance
Healthy
community
Sustainable

Popularity

Small

GitHub Stars: 340
Forks: 51
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package qianfan, we found that it has been starred 340 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Dec 12, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
1
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 13
Open PR: 2
Last Release: 10 days ago
Last Commit: 4 days ago

Further analysis of the maintenance status of qianfan based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that qianfan demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 30
Funding: No

With more than 10 contributors for the qianfan repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like qianfan is missing a Code of Conduct.

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Package

Python Versions Compatibility: <4,>=3.7

Age: 1 year
Latest Release: 10 days ago
Dependencies: 0 Direct
Versions: 74
Maintainers: 1
Wheels: OS Independent

Readme

百度千帆大模型平台 SDK

Documentation | GitHub | Cookbook

针对百度智能云千帆大模型平台，我们推出了一套 Python SDK（下称千帆 SDK），方便用户通过代码接入并调用千帆大模型平台的能力。

如何安装

目前千帆 SDK 已发布到 PyPI ，用户可使用 pip 命令进行安装。安装千帆 SDK 需要 3.7.0 或更高的 Python 版本

pip install qianfan

在安装完成后，用户即可在代码内引入千帆 SDK 并使用

import qianfan

快速使用

在使用千帆 SDK 之前，用户需要百度智能云控制台 - 安全认证页面获取 Access Key 与 Secret Key，并在千帆控制台中创建应用，选择需要启用的服务，具体流程参见平台说明文档。在获得了 Access Key 与 Secret Key 后，用户即可开始使用 SDK：

import os
import qianfan

os.environ["QIANFAN_ACCESS_KEY"]="..."
os.environ["QIANFAN_SECRET_KEY"]="..."

chat_comp = qianfan.ChatCompletion(model="ERNIE-4.0-8K")
resp = chat_comp.do(messages=[{
    "role": "user",
    "content": "你好，千帆"
}], top_p=0.8, temperature=0.9, penalty_score=1.0)

print(resp["result"])

除了通过环境变量设置外，千帆 SDK 还提供了 .env 文件和通过代码配置的方式，详细参见 SDK 配置部分。

除了模型调用外，千帆 SDK 还提供模型训练、数据管理等诸多功能，如何使用请参考 SDK 使用文档。

其他认证方式

> 这里是一些其他认证方式，请仅在无法获取 Access Key 与 Secret Key 时使用。这些认证方式已经过时，将在未来从 SDK 中移除。

API Key (AK) 和 Secret Key (SK）是用户在调用千帆模型相关功能时所需要的凭证。具体获取流程参见平台的应用接入使用说明文档，但该认证方式无法使用训练、发布模型等功能，若需使用请使用 Access Key 和 Secret Key 的方式进行认证。在获得并配置了 AK 以及 SK 后，用户即可开始使用 SDK：

import os
import qianfan

os.environ["QIANFAN_AK"]="..."
os.environ["QIANFAN_SK"]="..."

chat_comp = qianfan.ChatCompletion(model="ERNIE-4.0-8K")
resp = chat_comp.do(messages=[{
    "role": "user",
    "content": "你好，千帆"
}], top_p=0.8, temperature=0.9, penalty_score=1.0)

print(resp["result"])

适用范围：

功能	API Key	Access Key
Chat 对话	✅	✅
Completion 续写	✅	✅
Embedding 向量化	✅	✅
Plugin 插件调用	✅	✅
文生图	✅	✅
大模型调优	❌	✅
大模型管理	❌	✅
大模型服务	❌	✅
数据集管理	❌	✅

功能导览

千帆平台提供了大模型相关的诸多能力，SDK 提供了对各能力的调用，具体介绍可以查看 SDK 文档或者 GitHub 仓库。

大模型能力 [Doc][GitHub]
- Chat 对话
- Completion 续写
- Embedding 向量化
- Plugin 插件调用
- Text2Image 文生图
模型调优 [Doc][GitHub]
模型管理 [Doc][GitHub]
模型服务 [Doc][GitHub]
数据集管理 [Doc][GitHub]
Prompt 管理 [Doc][GitHub]
其他
- Tokenizer [Doc][GitHub]
- 接口流控 [Doc][GitHub]

> 还可以通过 API References 查看每个接口的详细说明。

联系我们

如使用过程中遇到什么问题，或对SDK功能有建议，可通过如下方式联系我们

GitHub issues
百度智能云工单（百度专家即时服务）

License

Apache-2.0

FAQs

What is qianfan?

文心千帆大模型平台 Python SDK. Visit Snyk Advisor to see a full health score report for qianfan, including popularity, security, maintenance & community analysis.

Is qianfan popular?

The python package qianfan receives a total of 8,802 weekly downloads. As such, qianfan popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is qianfan well maintained?

We found that qianfan demonstrated a healthy version release cadence and project activity. It has a community of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is qianfan safe to use?

While scanning the latest version of qianfan, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 21 December-2024, at 16:25 (UTC).

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qianfan

文心千帆大模型平台 Python SDK For more information about how to use this package see README

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Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Package

Readme

百度千帆大模型平台 SDK

如何安装

快速使用

功能导览

联系我们

License

FAQs

What is qianfan?

Is qianfan popular?

Is qianfan well maintained?

Is qianfan safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

百度千帆大模型平台 SDK

如何安装

快速使用

功能导览

联系我们

License

FAQs

What is qianfan?

Is qianfan popular?

Is qianfan well maintained?

Is qianfan safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues