Ticket Reply API Specification & Integration Reference

POST Ticket Reply API

/api/v1/ai/ticket-reply

Generate a professional, context-appropriate reply to a support ticket using only available details without fabricating missing account/payment values.

Base Billing 1 Credit
Typical Response 1-3 s
Client Timeout 15-30 s (recommended)
Provider Fallback Automatic
JSON Contract Envelope v1

Architecture Role & AI Definition

Ticket Reply API provides low-latency, deterministic REST execution for production engineering workflows. It processes structured payloads with strict schema validation, returns uniform JSON envelopes, and is secured via SHA-256 API key authentication with atomic credit pre-authorization locks.

Production Reliability Guidelines

1. Strict Timeout Windows

Configure a hard client timeout of 5 to 8 seconds. If network latency spikes, cancel connection to avoid holding open sockets in worker pools.

2. Exponential Backoff with Jitter

Upon receiving 429 Rate Limit or transient 5xx, pause with exponential backoff:
wait = min(max_backoff, base * 2^attempt + jitter).

3. Atomic Pre-Auth Locks

RSFlowHub acquires an atomic lock verifying base credits before model invocation. If validation fails, zero credits are deducted.

Request Body Parameters

Field Type Required Description
ticket string Required The customer support ticket message text (Max: 20,000 characters).
subject string Optional Optional ticket subject header.
customer_name string Optional Optional customer name for greetings.
business_name string Optional Optional business name for signature.
customer_context string Optional Optional customer account details context.
product_context string Optional Optional product catalogs spec context.
business_context string Optional Optional business policy operational context.
previous_messages array Optional Optional array of previous messages in conversation thread.
tone string Optional Response tone. Options: "professional", "friendly", "empathetic", "concise". Default is "professional".
language string Optional Optional response language.
instructions string Optional Optional custom instructions to follow.
model string Optional Optional AI model to use.

Example Request

This example demonstrates how to draft a response for a customer billing complaint, passing custom agent instructions.

JSON Request
{
  "ticket": "My payment was deducted but my subscription is still not active.",
  "customer_name": "John Doe",
  "business_name": "RSFlowHub Team",
  "customer_context": "Billing shows payment pending verification.",
  "instructions": "Empathize and ask them to send the transaction receipt ID for manual verification."
}
curl-trigger.sh cURL
curl -X POST https://rsflowhub.com/api/v1/ai/ticket-reply \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "ticket": "My payment was deducted but my subscription is still not active.",
    "customer_name": "John Doe",
    "business_name": "RSFlowHub Team",
    "customer_context": "Billing shows payment pending verification.",
    "instructions": "Empathize and ask them to send the transaction receipt ID for manual verification."
  }'

Example Response

The response returns the drafted reply content, tone, and language.

response.json JSON Response
200 OK
{
  "success": true,
  "request_id": "req_7f3a9c2d1e4b8a6f",
  "data": {
    "result": {
      "reply_text": "Hi John, we are sorry to hear that your payment was deducted but your subscription is not yet active. According to our billing system, the payment is currently pending verification. Could you please send us your transaction receipt ID so we can verify and activate your account manually? Thank you, RSFlowHub Team",
      "language": "en",
      "tone": "empathetic"
    }
  },
  "meta": {
    "version": "v1",
    "timestamp": "2026-09-27T12:34:56+00:00"
  }
}

API Request Example

Use the cURL snippet below to test the endpoint.

curl-trigger.sh cURL
curl -X POST 'https://rsflowhub.com/api/v1/ai/ticket-reply' \
  -H 'Authorization: Bearer YOUR_API_KEY' \
  -H 'Content-Type: application/json' \
  -d '{
    "ticket": "My payment was deducted but my subscription is still not active.",
    "customer_name": "John Doe",
    "business_name": "RSFlowHub Team",
    "customer_context": "Billing shows payment pending verification.",
    "instructions": "Empathize and ask them to send the transaction receipt ID for manual verification."
}'

Want to try it without code? Test this request in the live Playground.


Common Failure Modes & Troubleshooting Matrix

HTTP Code Error Code Root Cause Recommended Remediation
400 bad_request Malformed JSON syntax or missing required top-level parameters. Validate JSON payload with Content-Type: application/json and ensure all required fields are present.
401 unauthorized Missing, revoked, or incorrectly formatted x-api-key header. Verify API key exists in Dashboard → API Keys and pass in x-api-key or Authorization: Bearer.
402 insufficient_credits Account credit balance is lower than the base required credits (2 credits). Top up credits in billing settings or enable auto-recharge to prevent pipeline interruption.
422 validation_error Input failed parameter constraints (e.g., character length exceeded or invalid array types). Review parameters table above and adjust payload length, types, or structure accordingly.
429 rate_limit_exceeded Concurrency limit (60 requests/minute default) reached for this endpoint key. Back off and retry using the timestamp in Retry-After response header, or batch requests.

Technical Q&A (FAQ)

Each Ticket Reply API call costs 2 base credits, plus about 1 credit per 1,000 input characters and 1 credit per 500 output characters. Failed calls are not charged.

The ticket field accepts up to 20,000 characters per request. Larger inputs return a 422 validation error, so split long content into chunks.

Ticket Reply API runs on Google Gemini (gemini-2.5-flash), with automatic fallback to OpenAI (gpt-4.1-mini) if the primary provider fails or rate-limits. Models are tuned per task, so your integration does not change when we upgrade them.

Yes. Identical requests within 24 hours are answered from cache, which is faster and free or discounted in credits.

Most requests complete in 1 to 3 seconds; set a client timeout of 15 to 30 seconds to cover long inputs. On HTTP 429, wait for the Retry-After delay. Retry network errors once or twice with exponential backoff and jitter.

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