Intent Classification API

API References

Intent Classification API — core service of Intenus that classifies user intents and generates scoring strategies using ML models

For details on strategy ranking, refer to the related documentation Ranking Strategies

Predict

post

Predict ground truth labels, strategy, and weights for a given intent

Args: intent: Intent object containing all required features

Returns: Predictions for all tasks with confidence scores

Body

application/json

solver_window_msintegerRequired

user_decision_timeout_msintegerRequired

time_to_deadline_msintegerRequired

max_slippage_bpsintegerRequired

max_gas_cost_usdnumberRequired

max_hopsintegerRequired

surplus_weightintegerRequired

gas_cost_weightintegerRequired

execution_speed_weightintegerRequired

reputation_weightintegerRequired

input_countintegerRequired

output_countintegerRequired

input_value_usdnumberRequired

expected_output_value_usdnumberRequired

benchmark_confidencenumberRequired

expected_gas_usdnumberRequired

expected_slippage_bpsintegerRequired

nlp_confidencenumberRequired

tag_countintegerRequired

time_in_forcestring · enumRequiredPossible values:

optimization_goalstring · enumRequiredPossible values:

benchmark_sourcestringRequired

client_platformstringRequired

has_whitelistbooleanRequired

has_blacklistbooleanRequired

has_limit_pricebooleanRequired

require_simulationbooleanRequired

has_nlp_inputbooleanRequired

Responses

200

Successful Response

application/json

422

Validation Error

application/json

post

/predict

HTTPcURLJavaScriptPython

POST /predict HTTP/1.1
Host: 
Content-Type: application/json
Accept: */*
Content-Length: 698

{
  "solver_window_ms": 1,
  "user_decision_timeout_ms": 1,
  "time_to_deadline_ms": 1,
  "max_slippage_bps": 1,
  "max_gas_cost_usd": 1,
  "max_hops": 1,
  "surplus_weight": 1,
  "gas_cost_weight": 1,
  "execution_speed_weight": 1,
  "reputation_weight": 1,
  "input_count": 1,
  "output_count": 1,
  "input_value_usd": 1,
  "expected_output_value_usd": 1,
  "benchmark_confidence": 1,
  "expected_gas_usd": 1,
  "expected_slippage_bps": 1,
  "nlp_confidence": 1,
  "tag_count": 1,
  "time_in_force": "immediate",
  "optimization_goal": "maximize_output",
  "benchmark_source": "text",
  "client_platform": "text",
  "input_asset_types": [
    "native"
  ],
  "output_asset_types": [
    "native"
  ],
  "has_whitelist": true,
  "has_blacklist": true,
  "has_limit_price": true,
  "require_simulation": true,
  "has_nlp_input": true
}

{
  "primary_category": "text",
  "primary_category_confidence": 1,
  "detected_priority": "text",
  "detected_priority_confidence": 1,
  "complexity_level": "text",
  "complexity_level_confidence": 1,
  "risk_level": "text",
  "risk_level_confidence": 1,
  "strategy": "text",
  "strategy_confidence": 1,
  "weights": {}
}