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Use Generative AI as Your Product Website Search Engine

Running a product website means constantly looking for ways to improve user experience and streamline information access. One innovative solution gaining traction is using generative AI as a search engine. Instead of relying on traditional keyword-based search methods, you can have an AI that understands the specific details of your products and provides direct, accurate answers to user queries. Here's how you can achieve this with tools like AskHandle.

Explain Me Retrieval Augmented Generation (RAG) In Very Simple Words

When you sit down to write a letter, an essay, or even a text message, you often pull from your memory—facts you’ve learned, tidbits you’ve read, and experiences you’ve had. You are using a type of what experts call "data retrieval." Now, imagine you’re a machine trying to do the same thing, but your memory is basically the vast internet. That’s where Retrieval-Augmented Generation (RAG) comes into play. It's a bit like having a super-smart friend who can speed-read the whole web to help you answer questions and create new text!

What is Softmax Function in AI Training

Softmax is an activation function, typically placed as the final layer in a deep learning model. Its primary purpose is to convert a vector of numbers, often referred to as logits, into a probability distribution. The numbers in this vector represent the model's raw predictions for each class in a classification task. Softmax ensures that these numbers sum up to one, thereby converting them into probabilities.