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Generate AI insights from correlation findings

Source: R/14_correlations.R
generate_insights.Rd

Generate AI insights from correlation findings

Usage

generate_insights(
  correlations_df,
  theme_set,
  provider,
  research_focus = "",
  config = list(),
  audit_log = NULL,
  response_cache = NULL
)

Arguments

correlations_df

Significant correlations tibble

theme_set

ThemeSet object

provider

AIProvider object

research_focus

Research focus string

config

Correlation config section (e.g. config$analysis$correlations). Used here for the reflexivity_block injected into the insight system prompt; pass an empty list to skip.

audit_log

An optional AuditLog object. When provided, the insight-generation AI call is recorded as an ai_request audit decision with full provenance.

response_cache

An optional ResponseCache object. When provided, the raw API response is written to the cache and referenced from the audit log.

Value

Insights list