Ihor Herasko

Title: Ihor Herasko: Innovator in Retrieval-Augmented Generation

Introduction

Ihor Herasko is a notable inventor based in Sofia, Bulgaria. He has made significant contributions to the field of data retrieval and processing. His innovative approach focuses on enhancing the retrieval-augmented generation for structured tabular data.

Latest Patents

Ihor holds a patent titled "Enhanced retrieval-augmented generation for structured tabular data." This patent describes a method for retrieving structured tabular data within a retrieval-augmented generation (RAG) platform. The process involves receiving a tabular file containing structured data, extracting both short and long metadata, and generating a dataset agent object using the extracted metadata. A human-readable description is associated with the structured data, and both the dataset agent object and metadata are stored in a metadata index. The method also includes receiving a natural language query through a query agent object, identifying a dataset agent object based on metadata filtering, and generating a structured query using a large language model (LLM) for execution on the structured data. The result set and dataset agent identifier are then transmitted for further processing.

Career Highlights

Ihor is currently employed at Airia Ltd., where he continues to develop innovative solutions in data retrieval. His work has positioned him as a key player in the field, contributing to advancements that enhance the efficiency and effectiveness of data processing.

Collaborations

Ihor collaborates with talented individuals such as Ravish Chawla and Ventsislav Potchekanski. Their combined expertise fosters a creative environment that drives innovation and problem-solving.

Conclusion

Ihor Herasko's contributions to the field of retrieval-augmented generation demonstrate his commitment to advancing technology in data processing. His innovative patent and collaborative efforts highlight his role as a significant inventor in this domain.