Virtual Data Analyst

O projekte

Oficiálne zadanie:

GenAI-powered application that allows non-technical users to analyze and process their data. The application has a simple web UI where users ask data-related questions, such as "What is the most profitable line of service?", "How many records have missing values?" or even "Do we have some anomalies in the transaction data?". The application uses GenAI to understand the question and write a search query to pull relevant data from company databases. It may also decide to call pre-defined processing modules (e.g. anomaly detection). Based on the results it will form a response to the question and display it within the UI, optionally with some visualizations.

Hlavné funkcionality:

• Kladenie otázok v ľudskom jazyku (napr. "Aký bol najpredávanejší produkt minulý rok?")
• Automatické generovanie databázových dopytov pomocou GenAI
• Vytváranie vizualizácií a analýz
• Detekcia anomálií a chýbajúcich hodnôt