Structured Outputs

export INCEPTION_API_KEY="your_api_key_here"

set INCEPTION_API_KEY="your_api_key_here"

from inceptionai import Inception

client = Inception()  # reads INCEPTION_API_KEY from the environment

response_schema = {
    "name": "Sentiment",
    "strict": True,
    "schema": {
        "type": "object",
        "properties": {
            "sentiment": {
                "type": "string",
                "enum": ["positive", "negative", "neutral"]
            },
            "confidence": {
                "type": "number",
                "minimum": 0,
                "maximum": 1
            },
            "key_phrases": {
                "type": "array",
                "items": {"type": "string"}
            }
        },
        "required": ["sentiment", "confidence", "key_phrases"]
    },
}

completion = client.chat.completions.create(
    model="mercury-2",
    messages=[
        {
            "role": "user",
            "content": "Analyze the sentiment of this text: 'I absolutely love this feature! It works perfectly and saves me so much time.'"
        }
    ],
    response_format={"type": "json_schema", "json_schema": response_schema},
)
print(completion.choices[0].message.content)

import Inception from 'inceptionai';

const client = new Inception(); // reads INCEPTION_API_KEY from the environment

const responseSchema = {
  name: 'Sentiment',
  strict: true,
  schema: {
    type: 'object',
    properties: {
      sentiment: { type: 'string', enum: ['positive', 'negative', 'neutral'] },
      confidence: { type: 'number', minimum: 0, maximum: 1 },
      key_phrases: { type: 'array', items: { type: 'string' } },
    },
    required: ['sentiment', 'confidence', 'key_phrases'],
  },
};

const completion = await client.chat.completions.create({
  model: 'mercury-2',
  messages: [
    {
      role: 'user',
      content:
        "Analyze the sentiment of this text: 'I absolutely love this feature! It works perfectly and saves me so much time.'",
    },
  ],
  response_format: { type: 'json_schema', json_schema: responseSchema },
});
console.log(completion.choices[0]?.message.content);