Microservices, Pytorch, Python, Apis, vector databases, knowledge graphs, LLMs, structured knowledge representations, Retrieval-Augmented Generation, factuality, knowledge services, multi-agent architectures, evaluation of retrieval precision, modern LLM frameworks, tool function calling, semantic retrieval, Agentic AI, recall

Pytorch, Jax, Q-Chem, deep learning framework, VASP, PySCF, density functional theory calculations, atomistic thermodynamic kinetic simulations, Quantum Espresso, computational chemistry