X @Avi Chawla

Technical Implementation - The workflow initiates with the construction of a structured prompt to facilitate model interaction [1] - The system utilizes Deepseek V3.2, deployed via the OpenRouter platform, to execute response generation [1] Operational Methodology - The implementation process relies on a retrieval-augmented generation (RAG) architecture to incorporate specific context before response synthesis [1]