Spam Detection

POST /v1/validate/spam_check

import { JigsawStack } from "jigsawstack";

const jigsaw = JigsawStack({ apiKey: "your-api-key" });

const response = await jigsaw.validate.spamcheck({
  "text": "Congratulations! You've won a free iPhone! Click here to claim now!"
})

{
  "success": true,
  "check": {
        "score": 0.95,
        "is_spam": true
  },
  "_usage": {
        "input_tokens": 20,
        "output_tokens": 14,
        "inference_time_tokens": 608,
        "total_tokens": 642
  }
}

// Example: Processing multiple messages efficiently
async function bulkSpamCheck(messages) {
  // Group messages in batches of 100
  const results = [];
  for (let i = 0; i < messages.length; i += 100) {
    const batch = messages.slice(i, Math.min(i + 100, messages.length));
    const response = await jigsaw.validate.spamcheck({
      text: batch
    });
    
    if (response.success) {
      // Handle batch results
      const batchResults = Array.isArray(response.check) 
        ? response.check 
        : [response.check];
      
      results.push(...batchResults.map((check, index) => ({
        message: batch[index],
        isSpam: check.is_spam,
        score: check.score
      })));
    }
  }
  return results;
}

// Example: Customizing spam detection thresholds
function classifyMessage(spamCheckResult) {
  const { is_spam, score } = spamCheckResult.check;
  
  // Custom classification logic
  if (score > 0.8) {
    return "definitely_spam"; // Block or hide this content
  } else if (score > 0.5) {
    return "likely_spam"; // Flag for moderation
  } else if (score > 0.2) {
    return "possible_spam"; // Show but with warning
  } else {
    return "not_spam"; // Show normally
  }
}

// Usage
const response = await jigsaw.validate.spamcheck({
  text: "Check out this amazing offer! Limited time only!"
});

const classification = classifyMessage(response);
// Handle message based on classification