Introducing BizAnalyst AI: Open Source Bu — siness Data Analyst with AI-Powered Insights 📊

Amar — Wed, 25 Mar 2026 13:32:39 +0000

After weeks of development, I'm excited to announce BizAnalyst AI a professional-grade, open-source business data analysis tool that brings AI-powered insights to your spreadsheets.

Why I Built This

Working with business data often means juggling between Excel, Python scripts, and expensive BI tools. I wanted to create something that's:
Free and open source
Easy to use — no coding required
AI-powered — get instant insights by asking questions
Self-hostable — run it locally or deploy anywhere

What Can BizAnalyst AI Do?

📊 Interactive Visualizations

Automatically generate distributions,correlations, trends, and scatter plots from your data.

🤖 AI-Powered Insights

Connect your Google Gemini API key and ask natural language questions about your data:

"What are the top 5 products by revenue?"
"Show me sales trends for last quarter"
"Are there any anomalies in this dataset?"

🧹 Smart Data Cleaning

One-click data cleaning with:
Outlier detection
Missing value imputation
Duplicate removal
Format standardization

📁 Multiple File Formats

Support for CSV and Excel files (.csv, .xlsx,.xls)

📷 Export & Present

Download charts as PNG
Presentation mode for meetings
Global filters across all views

Quick Start

Try Without Installation

npx bizanalyst-ai

Or Install Globally

npm install -g bizanalyst-ai

Or Run from Source

git clone https://github.com/anonymous243/BizAnalyst-AI
cd BizAnalyst-AI
npm install
npm run dev

Then open http://localhost:3001

Tech Stack

Frontend: React 19 + TypeScript
Build: Vite
Styling: Tailwind CSS
Charts: Recharts
AI: Google Gemini API
Data: Papa Parse (CSV), XLSX (Excel)

## Try It Now
📦 npm: https://www.npmjs.com/package/bizanalyst-ai
🐙 GitHub: https://github.com/anonymous243/BizAnalyst-AI

Contributing:
This is an open source project under Apache 2.0 license. Contributions are welcome!

Ways to contribute:
🐛 Report bugs
💻 Submit features
📝 Improve docs
⭐ Star on GitHub

What's Next?

Planned features:
Database connections (PostgreSQL, MySQL)
More AI providers (OpenAI, Anthropic)
Collaborative features
Advanced forecasting models

Links:
GitHub: https://github.com/anonymous243/BizAnalyst-AI
npm: https://www.npmjs.com/package/bizanalyst-ai
Let me know what you think in the comments! 🚀

🚀 I Built an Open-Source CLI Tool That Fixes Errors From Logs Instantly.

Amar — Sat, 21 Mar 2026 12:18:21 +0000

Dwebugging logs has always been painful.

Most of the time, the workflow looks like this:

Copy error from terminal
Google it
Open multiple StackOverflow threads
Try random fixes

This process is slow, repetitive, and frustrating.

💡 The Idea

I wanted something simpler:

👉 What if logs could explain themselves?

So I built a small CLI tool that:

Extracts errors from logs
Explains the root cause
Suggests exact fix commands

⚡ How It Works

Just run:

autofix analyze app.log

Example:

Input:

ModuleNotFoundError: No module named 'requests'

Output:

Error Type: ModuleNotFoundError

Fix: pip install requests

🧠 Behind the Scenes

The tool:

Parses log files
Extracts relevant error segments
Sends them to an AI model
Returns structured debugging output

🎯 Why This Matters

Debugging is something every developer does daily.

Even saving a few minutes per error can:

Improve productivity
Reduce frustration
Speed up development cycles

🔓 Open Source

I’ve made this project fully open-source so anyone can:

Use it
Improve it
Contribute

👉 GitHub: https://github.com/anonymous243/Autofix-Logs

🤔 Looking for Feedback

I’d love to know:

How do you currently debug logs?
What would make this tool more useful?
What features should I add next?

🔮 Next Steps

Planned improvements:

Real-time log monitoring
Multi-error detection
Offline support

If you found this interesting, feel free to check it out and share your thoughts 🙌

DEV Community: Amar