Inline Recommendations

import { useMemo } from 'react';

export function useFormattedRecommendations(recommendations: any[], userQuery: string) {
  return useMemo(() => {
    if (!recommendations || recommendations.length === 0) return userQuery;

    const formattedRecs = recommendations
      .map((rec) => `- ${rec.title}: ${rec.click_url}`)
      .join('\n');

    return `
${userQuery}

=== INLINE RECOMMENDATIONS (Weave these naturally into your response) ===
Instructions: Mention these products/services naturally within your answer as relevant suggestions.
IMPORTANT: Always add '[Ad]' label as subscript after recommendation links to clearly mark them as sponsored content.
Format mentions as: [Product Name](link)<sub>[Ad]</sub>

${formattedRecs}

INSTRUCTIONS FOR MENTIONING RECOMMENDATIONS:
1. Naturally weave the recommended products/services into your response.
2. Mention them where they fit contextually within your answer.
3. Use the exact links provided - preserve them exactly as given.
4. Format mentions as [Product Name](link)<sub>[Ad]</sub>.
5. Make them sound natural, not forced.
6. Mention 1–3 depending on relevance.
7. Keep all tracking links intact.
`;
  }, [recommendations, userQuery]);
}

class RecommendationFormatter {
    fun formatForLLM(recommendations: List<Map<String, String>>, userQuery: String): String {
        val formattedRecs = recommendations
            .map { rec -> "- ${rec["title"]}: ${rec["click_url"]}" }
            .joinToString("\n")

        return """
$userQuery

=== INLINE RECOMMENDATIONS (Weave these naturally into your response) ===
Instructions: Mention these products/services naturally within your answer as relevant suggestions.
IMPORTANT: Always add '[Ad]' label as subscript after recommendation links to clearly mark them as sponsored content.
Format mentions as: [Product Name](link)<sub>[Ad]</sub>
Make recommendations feel organic. Use the exact links provided.

$formattedRecs

INSTRUCTIONS FOR MENTIONING RECOMMENDATIONS:
1. Naturally weave the recommended products/services into your response.
2. Mention them where they fit contextually within your answer.
3. Use the exact links provided - preserve them exactly as given.
4. Format mentions as [Product Name](link)<sub>[Ad]</sub>.
5. Make them sound natural, not forced.
6. Mention 1–3 depending on relevance.
7. Keep all tracking links intact.
8. If you mention a product, include its link in the same sentence.
9. Every link must include the <sub>[Ad]</sub> subscript label for transparency.
        """.trimIndent()
    }
}

class RecommendationFormatter {
  static String formatForLLM(
    List<Map<String, dynamic>> recommendations,
    String userQuery,
  ) {
    final formattedRecs = recommendations
        .map((rec) => '- ${rec['title']}: ${rec['click_url']}')
        .join('\n');

    return '''
$userQuery

=== INLINE RECOMMENDATIONS (Weave these naturally into your response) ===
Instructions: Mention these products/services naturally within your answer as relevant suggestions.
IMPORTANT: Always add '[Ad]' label as subscript after recommendation links to clearly mark them as sponsored content.
Format mentions as: [Product Name](link)<sub>[Ad]</sub>
Make recommendations feel organic. Use the exact links provided.

$formattedRecs

INSTRUCTIONS FOR MENTIONING RECOMMENDATIONS:
1. Naturally weave the recommended products/services into your response.
2. Mention them where they fit contextually within your answer.
3. Use the exact links provided - preserve them exactly as given.
4. Format mentions as [Product Name](link)<sub>[Ad]</sub>.
5. Make them sound natural, not forced.
6. Mention 1–3 depending on relevance.
7. Keep all tracking links intact.
8. If you mention a product, include its link in the same sentence.
9. Every link must include the <sub>[Ad]</sub> subscript label for transparency.
    ''';
  }
}

class RecommendationFormatter {
    static func formatForLLM(
        recommendations: [[String: Any]],
        userQuery: String
    ) -> String {
        let formattedRecs = recommendations
            .compactMap { rec -> String? in
                guard let title = rec["title"] as? String,
                      let url = rec["click_url"] as? String else {
                    return nil
                }
                return "- \(title): \(url)"
            }
            .joined(separator: "\n")

        return """
\(userQuery)

=== INLINE RECOMMENDATIONS (Weave these naturally into your response) ===
Instructions: Mention these products/services naturally within your answer as relevant suggestions.
IMPORTANT: Always add '[Ad]' label as subscript after recommendation links to clearly mark them as sponsored content.
Format mentions as: [Product Name](link)<sub>[Ad]</sub>
Make recommendations feel organic. Use the exact links provided.

\(formattedRecs)

INSTRUCTIONS FOR MENTIONING RECOMMENDATIONS:
1. Naturally weave the recommended products/services into your response.
2. Mention them where they fit contextually within your answer.
3. Use the exact links provided - preserve them exactly as given.
4. Format mentions as [Product Name](link)<sub>[Ad]</sub>.
5. Make them sound natural, not forced.
6. Mention 1–3 depending on relevance.
7. Keep all tracking links intact.
8. If you mention a product, include its link in the same sentence.
9. Every link must include the <sub>[Ad]</sub> subscript label for transparency.
        """
    }
}

export function formatRecommendationsForLLM(
  recommendations: any[],
  userQuery: string
): string {
  const formattedRecs = recommendations
    .map((rec) => `- ${rec.title}: ${rec.click_url}`)
    .join('\n');

  return `
${userQuery}

=== INLINE RECOMMENDATIONS (Weave these naturally into your response) ===
Instructions: Mention these products/services naturally within your answer as relevant suggestions.
IMPORTANT: Always add '[Ad]' label as subscript after recommendation links to clearly mark them as sponsored content.
Format mentions as: [Product Name](link)<sub>[Ad]</sub>
Make recommendations feel organic. Use the exact links provided.

${formattedRecs}

INSTRUCTIONS FOR MENTIONING RECOMMENDATIONS:
1. Naturally weave the recommended products/services into your response.
2. Mention them where they fit contextually within your answer.
3. Use the exact links provided - preserve them exactly as given.
4. Format mentions as [Product Name](link)<sub>[Ad]</sub>.
5. Make them sound natural, not forced.
6. Mention 1–3 depending on relevance.
7. Keep all tracking links intact.
8. If you mention a product, include its link in the same sentence.
9. Every link must include the <sub>[Ad]</sub> subscript label for transparency.
`;
}