المخرجات وإعادة المحاولة

const agent = createAgent({
  id: "support-agent",
  modelRetry: {
    maxRetries: 2,
    backoffMs: 250,
  },
});

from phaseo_agent import AgentModelRetryConfig

retry = AgentModelRetryConfig(max_retries=2, backoff_ms=250)
# Pass it as model_retry on the definition or on run()

agent := phaseoagent.CreateAgent(phaseoagent.AgentDefinition{
  ID:    "research-agent",
  Model: "openai/gpt-6-astra",
  ModelRetry: phaseoagent.ModelRetryConfig{
    MaxRetries: 3,
    Backoff:    500 * time.Millisecond,
  },
})

var agent = AgentSdk.CreateAgent(new AgentDefinition
{
    Id = "research-agent",
    Model = "openai/gpt-6-astra",
    ModelRetry = new ModelRetryConfig(MaxRetries: 3, Backoff: TimeSpan.FromMilliseconds(500)),
});

$agent = AgentSdk::createAgent(new AgentDefinition(
    id: "research-agent",
    model: "openai/gpt-6-astra",
    modelRetry: ["max_retries" => 3, "backoff_ms" => 500],
));

agent = PhaseoAgentSdk.create_agent(
  id: "research-agent",
  model: "openai/gpt-6-astra",
  model_retry: { max_retries: 3, backoff_ms: 500 }
)

// Pass as the agent's modelRetry argument, or in RunOptions for one run
var retry = new AgentSdk.ModelRetryConfig(3, Duration.ofMillis(500)); // maxRetries, backoff

use std::time::Duration;

let definition = AgentDefinition::new("resilient-agent", "openai/gpt-6-astra")
    .model_retries(2, Duration::from_millis(250));

const agent = createAgent<string, { summary: string }>({
  id: "summary-agent",
  parseOutput(text) {
    return JSON.parse(text) as { summary: string };
  },
});

import json
from pydantic import BaseModel

class Ticket(BaseModel):
    ticket_id: str

agent = create_agent({
    "id": "ticket-agent",
    "parse_output": json.loads,
    "output_schema": Ticket,
})

ParseOutput: func(text string) (any, error) {
  var ticket Ticket
  return ticket, json.Unmarshal([]byte(text), &ticket)
},
OutputSchema: validateTicket, // func(any) (any, error)

ParseOutput = text => JsonSerializer.Deserialize<Ticket>(text),
OutputSchema = value => value is Ticket { Id.Length: > 0 } ? value : throw new ArgumentException("Ticket ID is required"),

parseOutput: fn (string $text) => json_decode($text, true, flags: JSON_THROW_ON_ERROR),
outputSchema: fn ($value) => isset($value["ticket_id"]) ? $value : throw new InvalidArgumentException("ticket_id is required"),

parse_output: ->(text) { JSON.parse(text) },
output_schema: ->(value) { value.key?("ticket_id") ? value : raise("ticket_id is required") }