Retrieve the upload template according to the responses included in the request body. | Distil Labs

1 import requests 2 3 url = "https://https://api.distillabs.ai/upload-template" 4 5 querystring = {"task":"classification","unstructured":"yes"} 6 7 payload = {} 8 headers = {"Content-Type": "application/json"} 9 10 response = requests.get(url, json=payload, headers=headers, params=querystring) 11 12 print(response.json())

1 { 2 "data": { 3 "config": { 4 "content": { 5 "learning_rate": 0.001, 6 "batch_size": 32, 7 "epochs": 10, 8 "optimizer": "adam" 9 }, 10 "type": "json-object" 11 }, 12 "job_description": { 13 "content": { 14 "title": "Customer Support Ticket Classification", 15 "description": "Classify incoming customer support tickets into predefined categories to route them to the appropriate team." 16 }, 17 "type": "json-object" 18 }, 19 "test_data": { 20 "content": [ 21 { 22 "answer": "Order status inquiry", 23 "question": "What is the status of my order?" 24 }, 25 { 26 "answer": "Return request", 27 "question": "I want to return a product." 28 } 29 ], 30 "type": "json-array" 31 }, 32 "train_data": { 33 "content": [ 34 { 35 "answer": "Password reset", 36 "question": "How do I reset my password?" 37 }, 38 { 39 "answer": "Damage claim", 40 "question": "My product arrived damaged." 41 } 42 ], 43 "type": "json-array" 44 }, 45 "unstructured_data": { 46 "content": [ 47 { 48 "context": "Customer support tickets from the last 6 months including various categories such as billing, technical issues, and returns." 49 }, 50 { 51 "context": "Product manuals and FAQ documents to assist in understanding common customer queries." 52 } 53 ], 54 "type": "json-array" 55 } 56 }, 57 "descriptions": { 58 "config": "Configuration parameters for model training including learning rate, batch size, epochs, and optimizer.", 59 "job_description": "Description of the NLP task and its objectives.", 60 "test_data": "Labeled test dataset with questions and their corresponding answers.", 61 "train_data": "Labeled training dataset with questions and their corresponding answers.", 62 "unstructured_data": "Unstructured context data to provide additional background information." 63 } 64 }

Query parameters

taskenumRequired

unstructuredenumRequired

Allowed values:

Response

Questionnaire for building an UploadTemplate.

dataobject

descriptionsobject

Query parameters

Response

Errors