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How to overcome the technical integration challenge of non-uniform API interfaces for multiple AI models?

2025-08-25 322
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Standardized access with DeepInfra's OpenAI-compatible APIs

Developers are often faced with different vendors' API formats, inconsistent authentication methods, etc. DeepInfra provides the following solutions:

  • Harmonization of access standards: All models use the same API endpoints (api.deepinfra.com/v1/openai/chat/completions)
  • parameter consistency: The request format is fully compatible with the OpenAI standard and only requires replacement of themodelFields to switch between models
  • Multi-language SDK support: you can use existing OpenAI client libraries (e.g. openai-python) directly, just modify base_url and api_key

Specific implementation steps:
1. Reuse existing OpenAI code in Python:
import openai
openai.api_base = "https://api.deepinfra.com/v1/openai"
openai.api_key = "di-..."

2. Save as a uniform request template in Postman
3. AdoptionX-Model-TypeRequest header implements model grayscale switching

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