Author(s): Akash Verma Originally published on Towards AI. 1. Introduction Securing a FastAPI application is not just about adding layers of protection but about adopting a proactive mindset to safeguard user data and application integrity. FastAPI Official LogoThis article provides a comprehensive …

Author(s): Akash Verma Originally published on Towards AI. Implement Asynchronous Programming in Azure OpenAI for Task Parallelization. When we request information from Azure Open AI one after the other in a step-by-step manner, it can take a long time to get all …

Author(s): Akash Verma Originally published on Towards AI. Webserver: Designing A Gen AI System that supports millions of users is challenging, and it is a journey that requires continuous refinement and endless improvement. In this we are going to discuss how can …

Author(s): Akash Verma Originally published on Towards AI. Deploy Scalable Application on Databricks Apps integrated with FastAPI This is very interesting we are going to deploy the sackable Generative Application on Databricks Apps. Deploy Scalable Application on Databricks Apps integrated with FastAPIThe …

Author(s): Akash Verma Originally published on Towards AI. Fine-Tuning a Quantized LLM with LoRA: The Phi-3 Mini Walkthrough In this post, we’ll take our first steps toward efficient large language model (LLM) experimentation — setting up the environment, understanding quantization, and loading …