Create Constraints

POST

Generate constraints that may affect a user’s decision-making process.

This endpoint analyzes a given question, user profile, and relevant attributes to produce a set of constraints or limiting factors that could influence the user’s decision. These constraints help in understanding the boundaries within which a decision is made.

Parameters:

req (ConstraintRequest): Contains the question, user profile, and relevant attributes

Returns:

ConstraintResponse: A dictionary of constraints and their descriptions

Request

This endpoint expects an object.

why_promptstringRequired

user_profile_attributesmap from strings to lists of strings or lists of integers or lists of doublesRequired

attributeslist of stringsRequired

llm_modelenumOptionalDefaults to gpt4

Enum representing the llm model types used in the experiments.

Response

Successful Response

constraintsmap from strings to strings

POST

1 curl -X POST https://api.subconscious.ai/personas/constraints \
2      -H "Authorization: Bearer <token>" \
3      -H "Content-Type: application/json" \
4      -d '{
5   "why_prompt": "What factors influence your choice in selecting a mobile phone?",
6   "user_profile_attributes": {
7     "age_levels": [
8       25,
9       30
10     ],
11     "education_levels": [
12       "Bachelors Degree"
13     ],
14     "gender_levels": [
15       "Male"
16     ],
17     "income_levels": [
18       50000,
19       75000
20     ]
21   },
22   "attributes": [
23     "price",
24     "operating_system",
25     "battery_life",
26     "camera_quality",
27     "storage_capacity"
28   ],
29   "llm_model": "gpt4"
30 }'

200Successful

1 {
2   "constraints": {
3     "After-Sales Service": "Quality and accessibility of customer support and service",
4     "Availability": "Ease of finding and purchasing the desired mobile phone model",
5     "Brand Loyalty": "User's tendency to stick with familiar or preferred brands",
6     "Budget": "Financial limitations affecting mobile phone purchase decisions",
7     "Technological Compatibility": "Compatibility with existing devices and software",
8     "User Reviews": "Influence of other users' experiences and feedback",
9     "Warranty": "Availability and terms of warranty for the mobile phone"
10   }
11 }

Built with

1	curl -X POST https://api.subconscious.ai/personas/constraints \
2	-H "Authorization: Bearer <token>" \
3	-H "Content-Type: application/json" \
4	-d '{
5	"why_prompt": "What factors influence your choice in selecting a mobile phone?",
6	"user_profile_attributes": {
7	"age_levels": [
8	25,
9	30
10	],
11	"education_levels": [
12	"Bachelors Degree"
13	],
14	"gender_levels": [
15	"Male"
16	],
17	"income_levels": [
18	50000,
19	75000
20	]
21	},
22	"attributes": [
23	"price",
24	"operating_system",
25	"battery_life",
26	"camera_quality",
27	"storage_capacity"
28	],
29	"llm_model": "gpt4"
30	}'

1	{
2	"constraints": {
3	"After-Sales Service": "Quality and accessibility of customer support and service",
4	"Availability": "Ease of finding and purchasing the desired mobile phone model",
5	"Brand Loyalty": "User's tendency to stick with familiar or preferred brands",
6	"Budget": "Financial limitations affecting mobile phone purchase decisions",
7	"Technological Compatibility": "Compatibility with existing devices and software",
8	"User Reviews": "Influence of other users' experiences and feedback",
9	"Warranty": "Availability and terms of warranty for the mobile phone"
10	}
11	}