Design and development of conversational systems that allow users to interact with information, services, and applications through natural language.
The work can include conversational interfaces, language-model integration, context management, retrieval, conversation history, access control, and connections to application backends.
Typical applications include knowledge assistants, research interfaces, internal information systems, customer-facing applications, and domain-specific conversational tools.
Implementation is selected according to the available data, technical constraints, required level of automation, and the existing software or research environment. The solution can be implemented as a standalone component or integrated into a larger system.
The resulting system is intended to provide a clear computational workflow that can be evaluated, maintained, and extended as the project develops. Model choice, data processing, interfaces, and deployment can therefore be adapted to the requirements of the specific project.