AI platform to work with official statistical data
StatGPT is an SDMX-driven platform for statistical organizations allowing to query, transform, analyze, visualize, and interpret statistical data using natural language interface via a proprietary Talk-to-your-data framework powered by AI DIAL.
Use natural language interface to find and retrieve statistical data from various sources, data registries or datasets. Use SDMX as an enabler that provides a standard way to define data ontologies, data queries and data exchange formats.
Leverage a proprietary and extensible Talk-to-your-data framework with a natural language interface to transform, analyze and visualize (this includes, detecting trends, building forecasts, etc.) your data in order to produce informative insights.
Look for explanations of statistical terms, articles on methodology, and other important information related to statistical data, as well as its collection and production processes.
Why StatGPT
Unified Data Connectivity
Access a global statistical data hub with a unified connectivity to major statistical agencies such as IMF, Eurostat and World Bank.
Natural Language Interface
Working with statistical data in StatGPT does not require any specific skills. Simply use natural language, and we'll take care of the rest.
Enterprise-Grade Product
Take advantage of AI DIAL's robust capabilities for secure and reliable data discovery and analysis, while also having the flexibility to create custom plugins and extensions.
Core Components
AI DIAL Core
Being an integral component of the StatGPT ecosystem, AI DIAL offers key functionalities including smart load balancing, cost control, observability and monitoring tools, configuration of rate limits, and an enterprise-grade feature-rich chat application with an overlay.
StatGPT
StatGPT is the core of the system, enabling users to search for statistical data using a natural language interface, making data discovery and exploration more efficient. StatGPT employs language models (LLM) to transform natural language queries into SDMX queries. After the query is generated, it is sent to the SDMX warehouse to retrieve the requested statistical data.
Talk-to-your-data Framework
The Talk-to-Your-Data Framework facilitates deterministic query generation from structured data using natural language. StatGPT integrates this framework with SDMX and RAG technologies to provide a sophisticated solution for querying statistical data from multiple datasets using natural language. This advanced system allows users to efficiently retrieve data without requiring any prior knowledge of the statistical domain, making it accessible and user-friendly for professionals across various fields.
Integrate StatGPT into your product
Only three simple steps to integrate your Portal with StatGPT AI
Assistant.
Standalone Chat
Overlay
MS ExcelAdd-in
The StatGPT AI assistant can be deployed as a fully-fledged chat application. StatGPT Chat is a powerful enterprise-grade application where users can query, analyze, and visualize data using natural language. The chat includes powerful features such as visualizations of custom components, chats, graphs, images, formulas, and many more to facilitate working with data. It is entirely customizable, allowing you to maintain the look and feel of your organization.
The StatGPT Overlay enables a seamless and quick integration of a natural language interface of StatGPT AI Assistant into your applications (for example in Data Dissemination Portal). It allows querying data using classic faceted search together with natural language and ingesting the results into the application for further processing and visualization in just one click.
With the StatGPT MS Excel Add-in, you can import statistical data into MS Excel and work with it using either traditional faceted search or intuitive natural language commands. This integration simplifies the workflow, allowing users to work in a familiar environment, use natural language to query data and effectively handle it with Excel's robust features and tools.
Got interested in StatGPT?
Drop us a line or make a quick call to schedule a product demo.REQUEST DEMOFrequently Asked Questions
What is the primary purpose of StatGPT?
The primary purpose of StatGPT is to streamline access to statistical data, making it easily accessible not only for data analysts and statisticians but also for anyone seeking a deeper understanding of various aspects such as the economy, population, migration, and more.
What is the technological stack of StatGPT?
StatGPT primarily leverages technologies such as Python 3, LangChain, Plotly, AI DIAL SDK, FastAPI, and PostgreSQL to deliver its robust functionality.
Can StatGPT assist with data analytics?
Absolutely, StatGPT features built-in visualization and interpretation agents that generate plots using Plotly and analyze data retrieved into pandas dataframes.
How does StatGPT ensure user privacy and data security?
StatGPT utilizes AI DIAL, which places a strong emphasis on data security and user privacy. To learn more, visit: https://epam-rail.com/data-security
Which natural languages can StatGPT work with?
StatGPT primarily focuses on processing queries in English, but plans are underway to expand support for other languages such as Spanish, French, and German.
How can I have confidence in StatGPT's responses?
We ensure transparency by displaying all steps involved in creating queries. StatGPT sources data from trusted data producers' warehouses and enhances it with links and metadata to maintain reliability.