• How OpenAI Function Calling Turns LLMs into Real-World Systems

    Most AI applications fail after the demo.

    Not because the model isn’t powerful

    but because it isn’t connected to real systems.

    In 2025, building useful AI means going beyond prompts and giving LLMs the ability to fetch live data, validate inputs, and trigger real actions.

    That’s exactly what OpenAI Function Calling enables.
    I’ve put together a practical guide showing how developers can connect LLMs to reliable, free APIs turning chatbots into data-driven, production-ready systems.

    Read the full guide here:
    https://blog.apilayer.com/openai-function-calling-how-to-connect-llms-to-the-best-free-apis-2025/
    Inside the guide:

    • How function calling works in real applications
    • How to design clean schemas for structured outputs
    • How to integrate APIs for currency, weather, news, validation, and more
    • Why free-tier APIs are powerful for MVPs and internal tools
    • Practical patterns you can reuse across projects
    If you’re building AI assistants, automation tools, or developer platforms, this approach isn’t optional anymore it’s becoming the standard.

    Would love to hear how others are using function calling in production

    #AIEngineering #OpenAI #APIs #FunctionCalling #LLMs #SoftwareArchitecture #AIDevelopment #DevTools #TechLeadership
    How OpenAI Function Calling Turns LLMs into Real-World Systems Most AI applications fail after the demo. Not because the model isn’t powerful but because it isn’t connected to real systems. In 2025, building useful AI means going beyond prompts and giving LLMs the ability to fetch live data, validate inputs, and trigger real actions. That’s exactly what OpenAI Function Calling enables. I’ve put together a practical guide showing how developers can connect LLMs to reliable, free APIs turning chatbots into data-driven, production-ready systems. 👉 Read the full guide here: 🔗 https://blog.apilayer.com/openai-function-calling-how-to-connect-llms-to-the-best-free-apis-2025/ Inside the guide: • How function calling works in real applications • How to design clean schemas for structured outputs • How to integrate APIs for currency, weather, news, validation, and more • Why free-tier APIs are powerful for MVPs and internal tools • Practical patterns you can reuse across projects If you’re building AI assistants, automation tools, or developer platforms, this approach isn’t optional anymore it’s becoming the standard. Would love to hear how others are using function calling in production 👇 #AIEngineering #OpenAI #APIs #FunctionCalling #LLMs #SoftwareArchitecture #AIDevelopment #DevTools #TechLeadership
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    OpenAI Function Calling: How to Connect LLMs to The Best Free APIs (2025)
    Learn how to use OpenAI function calling with ChatGPT using free APIs for weather, IP, stocks, news, flights and more with examples and JSON schemas in 2025
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  • Join us in this episode to explore in-depth the Spring AI OpenAI integration and how developers are leveraging the best of both worlds to develop smart real-time applications. Discover how you can integrate OpenAI's APIs with Spring Boot to develop chatbots, text generation, and context insights. Get the inside scoop on the best practices and how you can ensure the security and fine-tune the performance to extract maximum out of your apps with AI.
    CTA: Listen in now and learn how Spring AI and OpenAI in conjunction are redefining app intelligence.

    https://mobisoftinfotech.com/resources/blog/ai-development/spring-ai-llm-integration-spring-boot
    Join us in this episode to explore in-depth the Spring AI OpenAI integration and how developers are leveraging the best of both worlds to develop smart real-time applications. Discover how you can integrate OpenAI's APIs with Spring Boot to develop chatbots, text generation, and context insights. Get the inside scoop on the best practices and how you can ensure the security and fine-tune the performance to extract maximum out of your apps with AI. CTA: Listen in now and learn how Spring AI and OpenAI in conjunction are redefining app intelligence. https://mobisoftinfotech.com/resources/blog/ai-development/spring-ai-llm-integration-spring-boot
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  • AI Glasses: The Next Generation of Wearable Devices

    AI glasses will revolutionize our use of the digital world by merging the use of smart tech with augmented reality. In today's podcast episode that draws from Nvidia's giant money moves, we examine how leading companies are investing in wearable AI tech, potential uses, and its implications for individuals and companies. Get a peek at how AI glasses will transform daily experiences in the near future.
    Hear now about AI glasses and what wearable AI will be able to do tomorrow.
    . https://mobisoftinfotech.com/resources/newsletters/mobisoft-in-the-loop-ai-and-tech/nvidia-openai-100b-intel-5b-ai-power-plays
    AI Glasses: The Next Generation of Wearable Devices AI glasses will revolutionize our use of the digital world by merging the use of smart tech with augmented reality. In today's podcast episode that draws from Nvidia's giant money moves, we examine how leading companies are investing in wearable AI tech, potential uses, and its implications for individuals and companies. Get a peek at how AI glasses will transform daily experiences in the near future. Hear now about AI glasses and what wearable AI will be able to do tomorrow. . https://mobisoftinfotech.com/resources/newsletters/mobisoft-in-the-loop-ai-and-tech/nvidia-openai-100b-intel-5b-ai-power-plays
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  • As of 2025, AI has become deeply integrated into almost every aspect of life, business, and technology. Here's a snapshot of how AI is shaping the world in 2025:

    1. Daily Life and Personal Use
    AI Assistants (like ChatGPT, Alexa, Siri) are smarter and more natural in conversations.

    AI is used in smart homes, managing lights, appliances, security, and even groceries.

    Personal AI health trackers give medical suggestions based on your habits, symptoms, and wearable data.

    2. Healthcare
    AI diagnosis systems assist doctors in identifying diseases from X-rays, MRIs, and patient data.

    Robotic surgeries guided by AI have become more precise.

    AI is used to predict disease outbreaks, drug discovery, and personalize treatments based on genetics.

    3. Education
    AI tools offer personalized learning, adapting lessons based on student progress.

    AI tutors are widely used for homework help, language learning, and skill development.

    Some schools use AI to monitor student behavior and engagement in classrooms.

    4. Work and Business
    AI-powered automation handles data entry, customer service, scheduling, and more.

    Many companies use AI for market analysis, fraud detection, and customer insights.

    AI-generated content (text, images, videos) is transforming marketing and media.

    5. Creative Fields
    AI-generated art, music, stories, and videos are mainstream.

    Artists and creators use tools like Sora by OpenAI for film and animation.

    AI helps designers with concepts, mockups, and brand visuals.

    6. Security and Surveillance
    Governments use AI for facial recognition, criminal prediction, and cybersecurity.

    AI also helps in detecting fake news, deepfakes, and online abuse.

    7. Transportation
    Self-driving cars, drones, and AI-assisted traffic control are becoming common in cities.

    Logistics companies rely on AI for route optimization and delivery automation.

    8. Ethics and Regulation
    There's global discussion around AI regulations, bias, privacy, and job displacement.

    Governments are working on laws to make sure AI is used responsibly and fairly.

    9. Developing Countries
    In countries like Bangladesh, India, and African nations, AI is helping in agriculture, education, and telemedicine, narrowing the digital divide.

    10. AI and Jobs
    AI has replaced some repetitive jobs, but it has also created new opportunities in AI training, prompt engineering, robotics, cybersecurity, and data science.
    As of 2025, AI has become deeply integrated into almost every aspect of life, business, and technology. Here's a snapshot of how AI is shaping the world in 2025: 🔹 1. Daily Life and Personal Use AI Assistants (like ChatGPT, Alexa, Siri) are smarter and more natural in conversations. AI is used in smart homes, managing lights, appliances, security, and even groceries. Personal AI health trackers give medical suggestions based on your habits, symptoms, and wearable data. 🔹 2. Healthcare AI diagnosis systems assist doctors in identifying diseases from X-rays, MRIs, and patient data. Robotic surgeries guided by AI have become more precise. AI is used to predict disease outbreaks, drug discovery, and personalize treatments based on genetics. 🔹 3. Education AI tools offer personalized learning, adapting lessons based on student progress. AI tutors are widely used for homework help, language learning, and skill development. Some schools use AI to monitor student behavior and engagement in classrooms. 🔹 4. Work and Business AI-powered automation handles data entry, customer service, scheduling, and more. Many companies use AI for market analysis, fraud detection, and customer insights. AI-generated content (text, images, videos) is transforming marketing and media. 🔹 5. Creative Fields AI-generated art, music, stories, and videos are mainstream. Artists and creators use tools like Sora by OpenAI for film and animation. AI helps designers with concepts, mockups, and brand visuals. 🔹 6. Security and Surveillance Governments use AI for facial recognition, criminal prediction, and cybersecurity. AI also helps in detecting fake news, deepfakes, and online abuse. 🔹 7. Transportation Self-driving cars, drones, and AI-assisted traffic control are becoming common in cities. Logistics companies rely on AI for route optimization and delivery automation. 🔹 8. Ethics and Regulation There's global discussion around AI regulations, bias, privacy, and job displacement. Governments are working on laws to make sure AI is used responsibly and fairly. 🔹 9. Developing Countries In countries like Bangladesh, India, and African nations, AI is helping in agriculture, education, and telemedicine, narrowing the digital divide. 🔹 10. AI and Jobs AI has replaced some repetitive jobs, but it has also created new opportunities in AI training, prompt engineering, robotics, cybersecurity, and data science.
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