Create Experiment Async — Subconscious AI

Run a novel experiment asynchronously using provided requirements.

This endpoint initiates an experiment based on the input parameters. It can handle both regular experiments and human baseline (HB) experiments. The experiment is either run immediately (in debug mode) or enqueued for processing.

Parameters:

req: Experiment object containing experiment details

Returns:

ExperimentAsyncResponse object with the following structure:
- wandb_run_id: Unique identifier for the experiment run
- wandb_run_name: Generated name for the experiment run

Example Response:

1 {
2     "wandb_run_id": "550e8400-e29b-41d4-a716-446655440000",
3     "wandb_run_name": "causal-23-10-17-14-30-45-123"
4 }

Notes:

For HB experiments, provide either hb_folder or hb_run_id in the request
The experiment is run immediately if DEBUG mode is True, otherwise it’s enqueued
The wandb_run_name is generated using a random causal word and the current timestamp

Raises:

HTTPException 500: If an error occurs during experiment creation or enqueuing

1 curl -X POST https://api.subconscious.ai/experiments \ 2 -H "Authorization: Bearer <token>" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "expr_llm_model": "gpt4", 6 "dv_llm_model": "gpt4", 7 "levels_llm_model": "gpt4", 8 "is_private": false, 9 "max_length": 40, 10 "attribute_count": 2, 11 "level_count": 4, 12 "pre_cooked_attributes_and_levels_lookup": [ 13 [ 14 "Will this car have advanced safety features?", 15 [ 16 "Advanced airbag system to protect passengers", 17 "Lane keep assist to prevent drifting into other lanes" 18 ] 19 ], 20 [ 21 "What range and charging time will this car offer?", 22 [ 23 "Up to 500 miles range, featuring a revolutionary battery system that charges in 45 minutes", 24 "200 miles range with a robust charging infrastructure for recharging in 15 minutes" 25 ] 26 ] 27 ], 28 "null_levels": false, 29 "include_price_brand": false, 30 "response_type": "discrete", 31 "prompt_type": "generic", 32 "why_prompt": "I would like to design a new electric car for the American markets", 33 "country": "United States", 34 "state": "New York", 35 "year": "2023", 36 "hb_folder": "", 37 "hb_run_id": "", 38 "paper_data": [ 39 [ 40 "paper_data" 41 ] 42 ] 43 }'

1 { 2 "wandb_run_id": "wandb_run_id", 3 "wandb_run_name": "wandb_run_name" 4 }

1	{
2	"wandb_run_id": "550e8400-e29b-41d4-a716-446655440000",
3	"wandb_run_name": "causal-23-10-17-14-30-45-123"
4	}

1	curl -X POST https://api.subconscious.ai/experiments \
2	-H "Authorization: Bearer <token>" \
3	-H "Content-Type: application/json" \
4	-d '{
5	"expr_llm_model": "gpt4",
6	"dv_llm_model": "gpt4",
7	"levels_llm_model": "gpt4",
8	"is_private": false,
9	"max_length": 40,
10	"attribute_count": 2,
11	"level_count": 4,
12	"pre_cooked_attributes_and_levels_lookup": [
13	[
14	"Will this car have advanced safety features?",
15	[
16	"Advanced airbag system to protect passengers",
17	"Lane keep assist to prevent drifting into other lanes"
18	]
19	],
20	[
21	"What range and charging time will this car offer?",
22	[
23	"Up to 500 miles range, featuring a revolutionary battery system that charges in 45 minutes",
24	"200 miles range with a robust charging infrastructure for recharging in 15 minutes"
25	]
26	]
27	],
28	"null_levels": false,
29	"include_price_brand": false,
30	"response_type": "discrete",
31	"prompt_type": "generic",
32	"why_prompt": "I would like to design a new electric car for the American markets",
33	"country": "United States",
34	"state": "New York",
35	"year": "2023",
36	"hb_folder": "",
37	"hb_run_id": "",
38	"paper_data": [
39	[
40	"paper_data"
41	]
42	]
43	}'

1	{
2	"wandb_run_id": "wandb_run_id",
3	"wandb_run_name": "wandb_run_name"
4	}

Request

Response