The unprompted research loop in the Grounded Memory engine repeatedly explores online sources across iterative rounds, using live Google Search and URL scraping to extract verified facts about a brand until the exhaustion of novel findings terminates the run.
sequenceDiagram
participant E as Grounded Memory Engine
participant S as Live Search and Web
participant LLM as Gemini Model
participant DB as Grounded Memory Facts
loop Up to max_rounds (Until Exhausted)
E->>LLM: Prompt with Brand and Known Facts
LLM->>S: Grounded Search Query
S-->>LLM: Web Pages and Sources
LLM-->>E: Structured Facts and Citations
alt Has New Facts
E->>DB: Store New Facts and URLs
E->>E: Append to Known Facts
else No New Facts
E->>E: Terminate Loop
end
end