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APILayer Blog – All About APIs: AI, ML, Finance, & More APIs

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You built APIs that power your core business logic, handle sensitive data, and serve thousands of requests per second. Now you want to build real-time AI data pipelines, enable AI agents, or create int...


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ChatGPT can write code and answer questions, but it can’t fetch live data or interact with external systems on its own. Function calling changes this. It turns ChatGPT into a bridge between users and real APIs. A user asks “What’s t...


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There’s a growing gap between powerful language models and the real-world data they need to access. Model Context Protocols (MCPs) are bridging this gap, allowing AI assistants like Claude to seamlessly connect with external APIs and access real-time data without requiring complex custom integrations. As a developer, understanding how to make yo...


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The conversation about APIs is changing. For years, we viewed them as tools for data access. But, in the age of AI, access alone is not enough. We are in a new era where an API’s value comes from the intelligence it powers, making this a strategic conversation about competitive advantage, not just a technical one.​

Many businesses still us...


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Every major LLM release improved accuracy, finer output, better efficiency and smarter API interactions. But how do those models actually behave when they are asked to perform real world tasks and not just chat?To find out, we tested Grok 4.1, Gemini 3, and GPT 5.1 against the


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