Zafer-Liu

Zafer-Liu / VizPilot_AI

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VizPilot AI 是一个基于 LLM 的智能图表推荐与生成系统。上传 Excel/CSV 后，系统会自动识别数据结构，推荐最适合的图表类型，并一键生成可交互 HTML 图表。 项目采用中心化图表注册机制（charts/registry.py），支持快速扩展图表类型，前后端自动同步，无需重复改代码。

15
1
100% credibility
Found Apr 23, 2026 at 15 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
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AI Summary

VizPilot AI is a user-friendly web tool that analyzes uploaded spreadsheets and uses AI to recommend and instantly generate interactive charts.

How It Works

1
🔍 Discover VizPilot AI

You find this handy tool online that turns your spreadsheets into beautiful charts without any hassle.

2
🖥️ Open the App

Launch the simple web page on your computer – it runs right in your browser like any website.

3
📤 Upload Your Data

Drag in your everyday spreadsheet like CSV or Excel, and it instantly reads your numbers and labels.

4
🤖 Link Smart Helper

Connect a thinking service so it can give you the smartest chart ideas just for your data.

5
💡 See Tailored Ideas

Watch as it scans your info and suggests the perfect charts with reasons why they fit best.

6
👆 Pick Your Favorite

Browse the colorful grid of options, tap one to preview details and examples.

7
✨ Make the Chart

Click generate, and in seconds your interactive chart appears, ready to explore.

💾 Download & Share

Save your stunning, zoomable chart as a file to show friends or use in reports – done!

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Star Growth

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AI-Generated Review

What is VizPilot_AI?

VizPilot_AI lets you upload Excel/CSV files, where an LLM analyzes the data structure and recommends the best chart types from 45+ options like bar, line, heatmaps, and Sankey diagrams. Pick one, and it auto-maps fields to generate interactive HTML charts with Plotly—no coding needed. Built on Flask with OpenAI-compatible LLM support, it spits out shareable, one-click visualizations from spreadsheets.

Why is it gaining traction?

It skips the "what chart?" debate with LLM-driven suggestions and reasoning, plus auto field mapping for instant results. The centralized chart registry syncs frontend/backend effortlessly, making it dead simple to add new viz types without rewriting code. Devs love the one-upload-to-HTML workflow over manual Plotly scripting or bloated BI tools.

Who should use this?

Data analysts prototyping dashboards from messy Excel/CSV exports, or PMs needing quick stakeholder viz without Tableau licenses. Backend devs building internal tools for non-technical teams, especially those handling sales, finance, or geo data where LLM picks spot-on charts like choropleths or flow maps.

Verdict

Grab it for rapid vizpiloting from spreadsheets if you're okay with early-stage quirks—15 stars and 1.0% credibility scream "prototype," but solid docs and active status make it worth forking for custom LLM viz flows. Test with your data before production.

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