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Kallina AI
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Kallina Voice AI

GPT-4 Turbo for Voice

Best practices pentru integrare GPT-4 Turbo în aplicații Voice AI.

GPT-4 Turbo Overview

GPT-4 Turbo oferă cel mai bun balance între capabilities, latență și cost pentru majoritatea aplicațiilor voice AI.

128K tokens
Context Window
~500-800ms
TTFT (streaming)
Parallel, reliable
Function Calling
December 2023
Knowledge Cutoff

Best Practices

Use Streaming

Always enable streaming for voice. Start TTS on first tokens.

stream: true

System Prompt Caching

Keep system prompt constant for cache benefits.

Use identical system message

Short Responses

Prompt for concise responses suitable for voice.

"Respond in 1-2 sentences"

Function Descriptions

Clear function descriptions for reliable calling.

Detailed parameter descriptions

Voice-Optimized System Prompt

const systemPrompt = `You are a friendly AI assistant for [Company].
You are having a phone conversation with a customer.

VOICE GUIDELINES:
- Keep responses under 2 sentences
- Use natural, conversational language
- Don't use bullet points or lists
- Confirm information naturally
- Say phone numbers digit by digit
- Ask one question at a time

CAPABILITIES:
- Check order status
- Schedule appointments
- Answer product questions
- Transfer to human agent

If you can't help, offer to transfer to a human.`;

Prompt Tips for Voice

Instruct to be concise: "Keep responses under 50 words"
Avoid lists in voice: "Use flowing sentences, not bullet points"
Conversation context: "You are in a phone conversation"
Pronunciation hints: "Say numbers digit by digit for phone numbers"
Natural confirmations: "Confirm information naturally, don't repeat verbatim"

Function Calling Example

const functions = [{
  name: "check_order_status",
  description: "Check the status of a customer order",
  parameters: {
    type: "object",
    properties: {
      order_id: {
        type: "string",
        description: "The order ID (e.g., ORD-12345)"
      }
    },
    required: ["order_id"]
  }
}];

// GPT-4 will call this when user asks about order
// "Where is my order 12345?"
// -> function_call: check_order_status({order_id: "12345"})

Kallina + GPT-4 Turbo

Integrare pre-optimizată pentru voice AI.

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