This post is part of the GenAI Series. So far in the series, we have created AI apps that generate text. In this post, I will introduce OpenAI’s image generation APIs, which can convert a textual prompt into an image and perform many other tasks related to images. I am going to make an app called AvatarAI. It will generate an avatar based on different parameters. Avatars are very common in the digital world. People use them mainly as profile pictures for forums, depicting their digital version. In case you are just interested in watching the demo, you can see it below: Prompt Engineering Like before, we will first create a prompt that…
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Develop AI Cover letter generator app in Flask using Gemini API
This post is part of the GenAI Series. In the previous post, I discussed creating a recipe generator AI app in PHP using OpenAI APIs. In this post, I will explain how to use Google’s Gemini LLM APIs to create another text-based AI app: an AI cover letter generator. Let’s dive in! If you are in a hurry you may check the demo video below: I introduced you to Google’s LLM API recently. At that time, it was called Bard, which was later rebranded to Gemini. I automated a WordPress blog with Bard APIs to create financial posts. API Key Generation To use Gemini APIs you need an API Key,…
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Develop a Recipe Generator AI App in PHP Laravel using OpenAI
This post is part of the GenAI series. Alright, so the first text-based GenAI app that I am going to build is actually an AI-based recipe generator in PHP Laravel using OpenAI APIs. The app will ask about the ingredients and cuisine type and will generate a recipe for you. If you are in a hurry, you can watch the demo of the app below: To build this app, you will need to install Laravel and generate OpenAI API keys. Development Setup To make this app work you need three things: OpenAI API key generation Laravel installation OpenAI Integration OpenAI API Key generation Go to the API Keys section of…
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Introduction to prompt engineering
This post is part of the GenAI Series The only way we can interact with an LLM model is by passing an instruction to retrieve a response. That instruction is called a prompt. In this post, we are going to discuss what a prompt is and what prompt engineering entails What is a Prompt A prompt is simply the instruction or question you give to an AI or language model to get a response. Think of it as a way to guide the AI toward the answer or output you want. Imagine you’re talking to a super-smart friend who’s always eager to help but needs a little guidance on what…
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Introduction to LLM
So, I am starting this GenAI series where I will share insights related to GenAI and large language models (LLMs). This is the first post, where I’ll discuss what LLMs are, how they work, and other related topics. What are Large Language Models Large Language Models, or LLMs, are a type of AI that can understand and generate human-like text. They’re the technology behind smart chatbots and writing tools, making our interactions with machines feel more natural. LLMs are built on foundation models. These foundation models are large AI models pre-trained on vast amounts of unlabeled and self-supervised data to perform a wide range of tasks, serving as the base for…
