Expand dataset with synthetic samples

1 curl -X POST http://localhost:5173/api/v1/private/datasets/id/expansions \ 2 -H "Content-Type: application/json" \ 3 -d '{ 4 "model": "gpt-4" 5 }'

1 { 2 "generated_samples": [ 3 { 4 "source": "manual", 5 "data": {}, 6 "id": "string", 7 "trace_id": "string", 8 "span_id": "string", 9 "experiment_items": [ 10 { 11 "experiment_id": "string", 12 "dataset_item_id": "string", 13 "trace_id": "string", 14 "id": "string", 15 "input": {}, 16 "output": {}, 17 "feedback_scores": [ 18 { 19 "name": "string", 20 "value": 1.1, 21 "source": "ui", 22 "category_name": "string", 23 "reason": "string", 24 "created_at": "2024-01-15T09:30:00Z", 25 "last_updated_at": "2024-01-15T09:30:00Z", 26 "created_by": "string", 27 "last_updated_by": "string", 28 "value_by_author": {} 29 } 30 ], 31 "comments": [ 32 { 33 "text": "string", 34 "id": "string", 35 "created_at": "2024-01-15T09:30:00Z", 36 "last_updated_at": "2024-01-15T09:30:00Z", 37 "created_by": "string", 38 "last_updated_by": "string" 39 } 40 ], 41 "total_estimated_cost": 1.1, 42 "duration": 1.1, 43 "usage": {}, 44 "created_at": "2024-01-15T09:30:00Z", 45 "last_updated_at": "2024-01-15T09:30:00Z", 46 "created_by": "string", 47 "last_updated_by": "string", 48 "trace_visibility_mode": "default" 49 } 50 ], 51 "dataset_id": "string", 52 "created_at": "2024-01-15T09:30:00Z", 53 "last_updated_at": "2024-01-15T09:30:00Z", 54 "created_by": "string", 55 "last_updated_by": "string" 56 } 57 ], 58 "model": "gpt-4", 59 "total_generated": 10, 60 "generation_time": "2024-01-15T09:30:00Z" 61 }

Generate synthetic dataset samples using LLM based on existing data patterns

Path parameters

idstringRequiredformat: "uuid"

Request

This endpoint expects an object.

modelstringRequired>=1 character

The model to use for synthetic data generation

sample_countintegerOptional>=1<=200

Number of synthetic samples to generate

preserve_fieldslist of stringsOptional

Fields to preserve patterns from original data

variation_instructionsstringOptional

Additional instructions for data variation

custom_promptstringOptional

Custom prompt to use for generation instead of auto-generated one

Response

Generated synthetic samples

generated_sampleslist of objects or null

List of generated synthetic dataset items

modelstring or null

Model used for generation

total_generatedinteger or null

Total number of samples generated

generation_timestring or nullformat: "date-time"

Generation timestamp