// Helper functions for extracting insights
export function extractTypedInsights(results: any[], query: string, type: string, minConfidence: number): any[] {
// Simplified insight extraction
const insights: any[] = [];
switch (type) {
case "patterns":
// Find recurring themes
const themes = new Map<string, any[]>();
results.forEach(result => {
if (result.tags) {
result.tags.forEach((tag: string) => {
if (!themes.has(tag)) themes.set(tag, []);
themes.get(tag)!.push(result);
});
}
});
Array.from(themes.entries())
.filter(([_, sources]) => sources.length >= 2)
.forEach(([theme, sources]) => {
insights.push({
pattern: theme,
frequency: sources.length,
confidence: sources.length / results.length,
examples: sources.slice(0, 3).map(s => ({
text: s.title || "Untitled",
source: s.contentType,
})),
});
});
break;
case "actionable":
// Extract actionable items from summaries
results.forEach(result => {
if (result.summary && typeof result.summary === 'object' && result.summary.actionable_takeaways) {
result.summary.actionable_takeaways.forEach((action: string) => {
insights.push({
action,
reasoning: "Extracted from content analysis",
priority: "medium",
sources: [result],
confidence: 0.8,
});
});
}
});
break;
default:
// Generic insight extraction
results.slice(0, 5).forEach(result => {
if (result.summary) {
insights.push({
text: typeof result.summary === 'string' ? result.summary : result.summary.one_sentence,
source: result.title || "Untitled",
confidence: 0.75,
});
}
});
}
return insights.filter((i: any) => i.confidence >= minConfidence);
}
