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synthesize_with_sampling

spool::knowledge::compile

Function synthesize_with_sampling 

Source 
pub async fn synthesize_with_sampling(
    config_path: &Path,
    sampling: &(dyn SamplingClient + Send),
    topic: Option<&str>,
    actor: &str,
) -> Result<CrystallizeResult>
Expand description

Synthesize knowledge pages from detected clusters using an LLM via the MCP sampling reverse-call. Falls back to template synthesis when sampling is unavailable or returns an unparseable response.

The topic filter narrows clusters to those whose shared entities or tags match the given topic string (case-insensitive substring).