Welcome to the GPT Data Assistant Platform, an innovative solution designed to democratize data querying and analysis for business and product personnel without technical expertise. Leveraging a robust integration of GPT models, our platform simplifies the process of generating SQL queries, Python scripts, PowerBI insights, and Databricks operations, making data-driven decision-making accessible to everyone.
- Query Generation: Automatically generates SQL, Python, and Databricks queries based on natural language input.
- Data Analysis: Provides insights and analysis suitable for PowerBI and other business intelligence tools.
- User-Friendly Interface: Combines HTML, CSS, JavaScript, Node.js, Python, and Bootstrap for a seamless user experience.
- Cost Efficiency: Centralizes costs and streamlines data analysis processes.
- Audit and Compliance: Ensures queries are made against correct and updated datasets through stringent auditing.
Not everyone is comfortable or technically capable of setting up their own ChatGPT assistant or managing datasets. The GPT Data Assistant removes these barriers, providing a centralized, user-friendly platform that requires no prior technical knowledge. This ensures all business users can make informed decisions anytime without waiting for data analyst availability.
Our vision extends to direct integration with Databricks or your preferred data lake. This will enable real-time data retrieval and automatic file updates, further simplifying the data analysis process.
- User Input: Users input their questions or data analysis requests in natural language.
- Query and Response Generation: The system interprets the request, formulates appropriate queries, and retrieves data using advanced algorithms.
- Data Presentation: Results are presented in an easy-to-understand format, supported by visual aids like graphs and tables when necessary.
Clone the repository, adjust the credentials, and be happy!
