Together AI vs Fikra API: Integration Comparison

Introduction

Together AI is an external AI infrastructure provider that offers access to various open-source and proprietary models. Fikra API is a separate service that provides access to its own set of models (such as fikra-flash and fikra-pro-20b) through an OpenAI-compatible interface. This page compares the integration approaches of these two distinct services to help developers understand how to connect to each.

Comparison

Python Example: Using Fikra API with OpenAI SDK

Because Fikra API supports OpenAI-style requests, you can use the standard OpenAI Python SDK by pointing it to the Fikra base URL. Note that you must use a valid Fikra model alias.

import os
from openai import OpenAI

# Initialize the client with Fikra's base URL and API key
client = OpenAI(
    base_url="https://api.fikraapi.co.ke/v1",
    api_key=os.getenv("FIKRA_API_KEY")
)

# Make a request using a Fikra model alias
response = client.chat.completions.create(
    model="fikra-flash",
    messages=[
        {"role": "user", "content": "Hello, Fikra!"}
    ]
)

print(response.choices[0].message.content)

When Fikra API is a Fit

Fikra API is a suitable choice for developers who:

• Prefer an OpenAI-compatible interface for easier integration with existing tools.
• Are based in or have access to payment methods supported by Paystack (such as M-Pesa).
• Want to use Fikra's specific model lineup, such as fikra-flash for speed or fikra-pro-20b for higher capability.
• Need a straightforward API key authentication flow without complex enterprise onboarding.

Verify Before Production

Before deploying Fikra API in a production environment, please:

1. Check the Model Registry: Confirm that the specific model alias you intend to use is currently available and enabled for your account.
2. Review Rate Limits: Be aware that unverified accounts are limited to 30 RPM, while trusted accounts are limited to 100 RPM. Ensure your application's traffic patterns fit within these limits.
3. Test Streaming: If you plan to use stream: true, verify that your client correctly handles Server-Sent Events (SSE).
4. Confirm Billing: Ensure your Fikra dashboard wallet has sufficient credits and that your payment method is correctly linked via Paystack.

Note: Fikra API does not host or resell models from Together AI or other external providers. Always verify model availability and specific terms directly with the provider.