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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Taufiqur Rohman

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Open access Aug 2026

Enhancing Low-Resource Healthcare Chatbots via Multi-Stage Data Augmentation and IndoBERT Fine-Tuning

By exposing the model to broader linguistic variations during training, the proposed approach supports more stable real-world performance while maintaining medical intent consistency and provides insights into remaining challenges for reliable healthcare QA deployment.

A. Rosyadi, Taufiqur Rohman, Moh. Rizki Fajar et al. · 0 citations

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