Our website leverages a range of cutting-edge technologies to deliver a seamless and interactive user experience. Below is a comprehensive list of the technologies employed:
Python
A versatile programming language used for scripting and server-side logic.
The backbone of our application logic, handling data processing, and interaction with external APIs.
Pandas
A powerful Python library for data manipulation and analysis.: Used to read and handle CSV files, perform data analysis, and generate summaries of uploaded datasets.
OpenAI API
A service that provides access to advanced AI models developed by OpenAI.
Powers the natural language processing capabilities of our application, allowing users to ask questions and receive intelligent responses based on the dataset.
Streamlit
An open-source framework for creating interactive web applications using Python.
Facilitates the creation of our web-based user interface, enabling features such as file uploads, text input, and display of results.
OpenAI's GPT Models
State-of-the-art language models designed for natural language understanding and generation.
Specifically, GPT-4 Turbo is used to analyze dataset summaries and generate answers to user queries about the data.
CSV (Comma-Separated Values)
A widely-used format for tabular data.
The format of data files uploaded by users, which are processed and analyzed to answer questions.
Regular Expressions (re module)
A module in Python for string matching and pattern searching.
Utilized for parsing and extracting specific information from user queries.
These technologies work together to provide a robust platform for data analysis and interactive querying, ensuring a responsive and intelligent user experience.