https://github.com/tdiprima/ai-chart-builder
AI-powered chart building
https://github.com/tdiprima/ai-chart-builder
ai-charting azure-openai data-visualization gpt-4o natural-language-interface openai-api plotly
Last synced: 3 months ago
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AI-powered chart building
- Host: GitHub
- URL: https://github.com/tdiprima/ai-chart-builder
- Owner: tdiprima
- License: mit
- Created: 2025-03-31T19:10:01.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2025-04-11T18:31:31.000Z (6 months ago)
- Last Synced: 2025-06-07T07:36:42.747Z (4 months ago)
- Topics: ai-charting, azure-openai, data-visualization, gpt-4o, natural-language-interface, openai-api, plotly
- Language: Python
- Homepage:
- Size: 286 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# ⚡ AI Chart Builder
Turn plain English into clean, dynamic charts — powered by GPT-4o, LLaMA 4, or whatever AI provider fits your vibe.
Built with Plotly + Dash. Just type your prompt ("Bar chart of sales by region"), and boom: chart.
## 🧠 What's Inside
- One unified script: `ai_chart_builder.py`
- Choose from **Azure OpenAI**, **OpenAI**, or **Groq (LLaMA 4)**
- Easy switch via a single `AI_PROVIDER` variable
- Web UI with prompt box + model picker
- Handles errors, shows retries, and gives you Plotly charts like magic
---
## 🚀 Quickstart
### 1. Clone it
Download or clone the repo. Make sure you have Python 3.8+.
### 2. Install deps
```bash
pip install dash dash-bootstrap-components pandas plotly pandas-datareader openai groq python-dotenv
```
### 3. Set up `.env`
Create a `.env` file next to the script with any of these:
```env
# Azure
AZURE_OPENAI_ENDPOINT=your_azure_endpoint
AZURE_OPENAI_KEY=your_key
OPENAI_API_VERSION=2023-05-15
# Groq
GROQ_API_KEY=your_groq_key
```
(OpenAI uses your default config — no extra setup needed.)
### 4. Pick your AI provider
At the top of `ai_chart_builder.py`:
```python
AI_PROVIDER = "openai" # Options: "azure", "groq", "openai"
```
Comment out the config blocks for the providers you *don’t* use.
### 5. Run it
```bash
python ai_chart_builder.py
```
Open [http://localhost:8050](http://localhost:8050) and go wild.
---
## 🛠 Features
- 🔄 Easily switch between providers
- 📊 Natural language → Plotly charts
- 🧠 Supports model selection (GPT-4o, 3.5, etc.)
- 🧼 Handles errors + retries
- 👁️🗨️ Clean Dash interface with spinner + logs
---
## 🤯 Troubleshooting
- **API errors?** Check your `.env`.
- **No data?** Prompt might be too vague.
- **Weird chart?** That’s the AI being quirky. Try again or switch models.
- **Missing packages?** Reinstall with `pip`.
---
## 🙌 Contribute
Fork, tweak, PR, repeat. Open to ideas, bug reports, and feature adds.
> *Heads-up:* Sometimes the model forgets to put the date in the title. Sometimes it hallucinates. Don't trust it with your taxes.
---
## 📄 License
[MIT](LICENSE). Go nuts — just credit me when you use it.