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Integrating AI capabilities into applications via APIs has become standard practice in 2026. This comprehensive integration guide covers OpenAI API, Anthropic Claude API, Google Gemini API, Cohere API, and Hugging Face Inference API. Learn API authentication, request/response handling, streaming, error handling, rate limiting, cost optimization, and multi-model orchestration patterns.
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Integrating AI capabilities into applications via APIs has become standard practice in 2026. This comprehensive integration guide covers OpenAI API, Anthropic Claude API, Google Gemini API, Cohere API, and Hugging Face Inference API. Learn API authentication, request/response handling, streaming, error handling, rate limiting, cost optimization, and multi-model orchestration patterns.
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