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Forra SDK Package

Helper python package to interact with the Forra platform.

Installation

pip install forrasdk

Usage

from forrasdk import ForraAPI

forra = ForraAPI(base_url="your_forra_base_url", api_access_token="you_api_access_token")

Retry Logic

The SDK automatically retries failed API requests with exponential backoff to handle transient failures. This improves reliability when dealing with network issues or temporary server problems.

Default Behavior

  • Max attempts: 3 (initial request + 2 retries)
  • Wait time: Exponential backoff with multiplier=1, min=4s, max=10s
  • Retry on:
    • Rate limiting (429)
    • Server errors (500, 502, 503, 504)
    • Network errors (ConnectionError, Timeout)
  • Does NOT retry on:
    • Client errors (400, 401, 403, 404, etc.)
    • Successful responses

How It Works

All HTTP methods (GET, POST, PUT, DELETE, PATCH) in the SDK automatically retry on transient failures:

from forrasdk import ForraAPI

forra = ForraAPI(base_url="your_url", api_access_token="your_token")

# This request will automatically retry up to 3 times on 5xx errors
response = forra.chat.completion(messages="Hello!")

The retry logic is transparent - you don't need to change your code. If a request fails with a retryable error, the SDK will:

  1. Wait with exponential backoff (4s, then 8s, then 10s max)
  2. Retry the request
  3. Return the result if successful, or raise the exception after exhausting retries

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