Pandas ai Intelligent Data Analysis Assistant

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Table of Contents

• Repository Introduction
• Prerequisites
• Image Description
• Get Help
• How to Contribute

Project Introduction

pandas-ai is an AI based data analysis enhancement tool designed specifically for users who use Python and pandas for data processing and analysis. Support uploading CSV files for data analysis and Q&A, improving work efficiency. This product provides an out-of-the-box FaceNet based on the Huawei Cloud EulerOS 2.0 64-bit system of Kunpeng servers.

Core Features

• Natural Language Interactive Data Analysis: Users do not need to master SQL or Python, they only need to ask Chinese questions (such as "Which city has the highest sales volume?") to obtain accurate data insights, significantly reducing the threshold for data analysis
• Deeply integrated with Huawei ModelArts MaaS platform: Support secure calling of large models deployed on Huawei Cloud (such as DeepSeeker R1) through base_url and API Key, fully utilizing the capabilities of domestically produced AI infrastructure to ensure service stability and compliance
• Lightweight Web Visualization Interface: Quickly build an interactive front-end based on Streamlit, supporting file upload, question input, real-time response, and historical record display. The operation is simple and intuitive, suitable for non-technical users
• Context aware intelligent reasoning: The system automatically extracts the CSV header and the first few rows of data as context injection prompts, enabling the large model to accurately understand the table structure and generate reasonable answers

The open-source image product Pandas ai Intelligent Data Analysis Assistant provided by this project has pre-installed the the 3.0.0-beta.17 version of pandas-ai and its related runtime environment, and provides deployment templates. Come and refer to the usage guide to easily start an efficient "out-of-the-box" experience!

System requirements are as follows:

• CPU: 2vCPUs or higher
• RAM: 4GB or larger
• Disk: At least 40GB

Prerequisites

Register a Huawei account and activate Huawei Cloud

Image Description

Image Specification	Feature Description	Remarks
pandas-ai-3.0.0-beta.17-kunpeng	Installed and deployed based on Kunpeng servers + Huawei Cloud EulerOS 2.0 64-bit

Get Help

• For more questions, you can contact us through issues or the service support of the specified product in the Huawei Cloud Marketplace.
• For other open-source images, please refer to open-source-image-repos.

How to Contribute

• Fork this repository and submit a merge request.
• Synchronously update README.md based on your open-source image information.