Introduction ¶
Building an AI application can have it’s challenges. In this post, we will explore some of the challenges that you might encounter when building an AI application and how to overcome them.
Is it worth the time investment? For me, yes. It was great to learn Ollama and Llama2 and how they can be used for a variety of tasks. Including setting it up with security in mind. How would people try to abuse it? What could they do to harm my home server (that is running the AI) or even worse, the whole internet 😂?
Preventing API endpoint abuse ¶
Security through obscurity.
– People abusing the power of AI to exfiltrate information – Securing API endpoint from abuse – Ensuring data privacy and security in AI applications – Balancing ethical considerations with practicality in AI – Managing and optimizing for resources large-scale AI models – Handling errors and exceptions gracefully in AI systems development