graph TD A[Start Final Compilation Agent] --> B[Collect Media References] B --> C[Website Screenshot Video Input] B --> D[YouTube Screenshot Video Input] B --> E[Product Image URLs Input] B --> F[News Screenshot Video 1 Input] B --> G[News Screenshot Video 2 Input] C --> H[LLM JSON Assembly Task] D --> H E --> H F --> H G --> H H --> I[Generate Final JSON Structure] I --> J[Validate JSON Format] J --> K[Return Final JSON Output] K --> L[End Final Compilation Agent] subgraph Input Collection B C D E F G end subgraph JSON Processing H I J end subgraph Output K L end