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.

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.mp4

Getting Started

To install this application, follow these steps:

1. Clone the repository:

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:

python3 -m venv .venv
source .venv/bin/activate

• For Windows:

python -m venv venv
.\venv\Scripts\activate

3. Install the required dependencies:

pip install -r requirements.txt

Starting the Application

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

chainlit run app.py

Acknowledgements

AIO Data Analyst is made possible by these key technologies:

• Pandas: For data manipulation and analysis.
• PandasAI: Referencing for implementing advanced data analysis.
• LlamaIndex: Providing the RAG (Retrieval Augmented Generation) framework.
• Chainlit: Enabling the intuitive user interface.