AIO_Data_Analyst

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AIO_Data_Analyst

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AIO Data Analyst is an all-in-one intelligent companion for analyzing your data. Easily analyze data, generate insights, and create visualizations with the power of AI.

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# AIO Data Analyst

AIO Data Analyst is an all-in-one intelligent companion for analyzing your data. Easily analyze data, generate insights, and create visualizations with the power of AI.

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## Features

- **Automated Analysis**: Automatically analyze your data and uncover insights.
- **Interactive Visualizations**: Generate and interact with visualizations to better understand your data.
- **AI-Powered Recommendations**: Get actionable recommendations based on your data analysis.

## Demo

[full-analysis.webm](https://github.com/user-attachments/assets/e63cca17-8869-47a7-8808-aabe1b6415bd)

## Getting Started
To install this application, follow these steps:

**1. Clone the repository:**
```bash
git clone https://github.com/BachNgoH/AIO_Data_Analyst.git
cd AIO_Data_Analyst
```

**2. (Optional) Create and activate a virtual environment:**
- For Unix/macOS:
```bash
python3 -m venv .venv
source .venv/bin/activate
```

- For Windows:
```bash
python -m venv venv
.\venv\Scripts\activate
```

**3. Install the required dependencies:**
```bash
pip install -r requirements.txt
```

**Starting the Application**

Once everything is ready, you can launch the application by running:

```bash
chainlit run app.py
```

## Acknowledgements

AIO Data Analyst is made possible by these key technologies:

- [Pandas](https://pandas.pydata.org/): For data manipulation and analysis.
- [PandasAI](https://github.com/gventuri/pandas-ai): Referencing for implementing advanced data analysis.
- [LlamaIndex](https://www.llamaindex.ai/): Providing the RAG (Retrieval Augmented Generation) framework.
- [Chainlit](https://docs.chainlit.io/get-started/overview): Enabling the intuitive user interface.

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