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Overview

The createEvent function creates a new event within the active step. Events track granular operations like LLM calls, API requests, or custom actions.

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Syntax

await lai.createEvent(params?: CreateEventParams): Promise<Event>

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Parameters

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params
CreateEventParams
Optional object with event configuration:

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Returns

Returns a Promise that resolves to an Event object containing:
  • eventId - Unique identifier for the event
  • Other event properties

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Examples

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Basic Event Creation

// Create simple event
const event = await lai.createEvent({
  description: "Database query"
});

// Create event with result
await lai.createEvent({
  description: "User lookup",
  result: "Found 5 matching users"
});

// Create event with all parameters
await lai.createEvent({
  description: "Generate summary",
  model: "gpt-4",
  result: "Summary generated successfully",
  costAdded: 0.02
});

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Manual LLM Event Tracking

While LLM calls are auto-tracked with providers, you can create manual events: 
const event = await lai.createEvent({
  description: "Custom LLM call",
  model: "gpt-4"
});

// Make your LLM call
const response = await customLLMCall();

// Update the event with results
await lai.updateEvent({
  eventId: event.eventId,
  result: response.text,
  costAdded: calculateCost(response.tokens)
});

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Non-LLM Events

// Database operation
await lai.createEvent({
  description: "Query user database",
  result: "Retrieved 50 records",
  costAdded: 0.001 // Track DB costs
});

// External API call
const apiEvent = await lai.createEvent({
  description: "Weather API request"
});

try {
  const weather = await fetchWeatherAPI();
  await lai.updateEvent({
    eventId: apiEvent.eventId,
    result: JSON.stringify(weather)
  });
} catch (error) {
  await lai.updateEvent({
    eventId: apiEvent.eventId,
    result: `Error: ${error.message}`
  });
}

// File operation
await lai.createEvent({
  description: "Save report to disk",
  result: "Saved to /reports/2024-01-report.pdf"
});

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With Screenshots

// Upload screenshot first
const screenshotUrl = await lai.uploadImage(screenshotBuffer);

// Create event with visual context
await lai.createEvent({
  description: "UI validation check",
  screenshots: [screenshotUrl],
  result: "All elements rendered correctly"
});

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Batch Operations

// Track multiple operations
const operations = ['validate', 'transform', 'save'];

for (const op of operations) {
  const event = await lai.createEvent({
    description: `${op} operation`
  });
  
  try {
    const result = await performOperation(op);
    await lai.updateEvent({
      eventId: event.eventId,
      result: `${op} completed: ${result}`
    });
  } catch (error) {
    await lai.updateEvent({
      eventId: event.eventId,
      result: `${op} failed: ${error.message}`
    });
  }
}

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Auto-Tracking vs Manual Events

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Auto-Tracked (with providers)

// These create events automatically
const response = await openai.chat.completions.create({
  model: "gpt-4",
  messages: [{ role: "user", content: "Hello" }]
});

// Anthropic calls also auto-tracked
const anthropicResponse = await anthropic.messages.create({
  model: "claude-3-opus-20240229",
  messages: [{ role: "user", content: "Hello" }]
});

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Manual Events

Use manual events for:
  • Non-LLM operations
  • Custom LLM providers
  • External API calls
  • Database operations
  • File I/O
  • Custom tracking needs

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Best Practices

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1. Descriptive Events

// ✅ Good - clear and specific
await lai.createEvent({
  description: "Query PostgreSQL for user orders",
  result: "Found 25 orders in last 30 days"
});

// ❌ Less helpful
await lai.createEvent({
  description: "Database",
  result: "Success"
});

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2. Track Costs

// Track all costs for accurate billing
await lai.createEvent({
  description: "SMS notification",
  result: "Sent to +1234567890",
  costAdded: 0.05 // Track SMS costs
});

await lai.createStep({ state: "Multi-stage process" });

// Related events within the step
await lai.createEvent({ description: "Stage 1: Validation" });
await lai.createEvent({ description: "Stage 2: Processing" });
await lai.createEvent({ description: "Stage 3: Output" });

await lai.endStep();

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Notes

  • Events must be created within an active step
  • Auto-tracked LLM calls don’t need manual event creation
  • Event IDs are returned for later updates
  • All parameters are optional

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See Also