4 papers
Advancing Polyglot Big Data Processing using the Hadoop ecosystem
Antony Seabra, Sergio Lifschitz
This article explores the utilization of the Hadoop ecosystem as a polyglot big data processing platform, focusing on the integration of diverse computation and storage technologie…
Towards Polyglot Data Processing in Social Networks using the Hadoop-Spark ecosystem
Antony Seabra, Sergio Lifschitz
This article explores the use of the Hadoop-Spark ecosystem for social media data processing, adopting a polyglot approach with the integration of various computation and storage t…
Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models
Antony Seabra, Claudio Cavalcante, Joao Nepomuceno +3
We propose a methodology that combines several advanced techniques in Large Language Model (LLM) retrieval to support the development of robust, multi-source question-answer system…
Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents
Antony Seabra, Claudio Cavalcante, Joao Nepomuceno +3
We present a question-and-answer (Q\&A) application designed to support the contract management process by leveraging combined information from contract documents (PDFs) and data r…