Challenge, approach, and impact

• Multiple data sources

  To fully utilize RAG architecture, we have to integrate a dynamic database that will be embedded to enable LLM-based search

• UX Design

  Design of an ergonomic, web-based UI for querying the engine and displaying results

• System design

  Rich prompt engineering is necessary to make the conversational agent helpful, especially considering edge cases and possible hallucinations.