Разработка • dev.to • 18 мая 2024 г. 4:37

In the previous blog, we covered the basics of semantic search and saw how it worked well for many use cases. However, we also encountered some edge cases where things could go a little wrong. This blog post will dive deep into retrieval and cover mo...... читать далее

Разработка • dev.to • 17 мая 2024 г. 19:39

Underfitting and overfitting are issues that can occur in supervised machine learning problems. These problems involve training a model to learn a mapping from input data to output labels based on a given dataset. Overfitting The model...... читать далее

Разработка • dev.to • 16 мая 2024 г. 23:37

Vector representations of language are crucial in advancing Natural Language Processing (NLP). Simply put, by converting text into vectors, a computer can effectively capture the content and meaning of the text. These vectors enable various NLP task...... читать далее

Разработка • dev.to • 16 мая 2024 г. 23:34

Similarity search has emerged as one of the most popular real-world use cases of data science and AI applications. Tasks such as recommendation systems, information retrieval, and document clustering rely on similarity search as their core algorithm...... читать далее

Разработка • dev.to • 16 мая 2024 г. 16:50

Langchain usually is my go-to tool for building RAG applications, however, when I speak to other developers not familiar with Python or machine learning, they almost always seem to not like Langchain. Introducing Ragable I am working on a...... читать далее

Разработка • dev.to • 16 мая 2024 г. 15:57

Olá, Mentes Tech! Quero muito contar como está sendo minha jornada estudando e construindo IA, matemática e estatística foi uma matéria que me cativou bastante durante a graduação, e a pouco tempo venho me aventurando com tensor flow + python para c...... читать далее

Разработка • dev.to • 16 мая 2024 г. 12:54

Do you know calculus plays an important role in ML? I am going to show you how derivates performs a vital role to make the most accurate model for you. Let's start !! First let's have a look at some derivatives. *Calculating a slope: * slope =...... читать далее

Разработка • dev.to • 16 мая 2024 г. 6:56

Blockchain technology is the backbone of cryptocurrencies and has far-reaching applications beyond digital currencies. One of the critical components that ensure the integrity, security, and functionality of blockchain networks is the consensus algor...... читать далее

Разработка • dev.to • 16 мая 2024 г. 1:07

In today’s fast-paced world, where global travel is easier than ever, the importance of fast and accurate passport recognition cannot be overstated. Whether you are crossing borders for business or pleasure, getting your identity verified quickly and...... читать далее

Разработка • dev.to • 15 мая 2024 г. 17:30

The recent release of OpenAI's new model hinted at a few evals of Llama 3 400B (teased but not released by Meta): Besides the fact the data comes not from Meta what caught my attention is that the 4 times smaller model outperformed the original GP...... читать далее

Разработка • dev.to • 15 мая 2024 г. 12:16

Are you prepared to transform your SaaS product? Explore the vast possibilities of artificial intelligence (AI) to enhance your service. Imagine automating routine tasks, gaining deep insights into customer behaviour, and personalising user experienc...... читать далее

Разработка • dev.to • 15 мая 2024 г. 8:20

Are you a software engineer looking to leverage your skills into profitable side hustles? The possibilities for making money online are endless, and in this post, I will share seven side hustle ideas for developers that I believe will be highly prof...... читать далее

Разработка • dev.to • 15 мая 2024 г. 5:41

Large Language Models (LLMs) like GPT-4, Claude, LLama and Gemini have contributed a lot to the AI community, helping organizations build robust LLM-powered applications. Yet even after all these advancements, LLMs hallucinate and often make up their...... читать далее

Разработка • dev.to • 15 мая 2024 г. 5:26

Hi guys, This post is about my machine learning progress. I was familiar with Python before but was too lazy to jump into the complex part of it I was a bit scared too. This time I revised and jumped into the hard part turns out it wasn't as scary as...... читать далее

Разработка • dev.to • 14 мая 2024 г. 10:13

ChatGPT 4o, the latest iteration from OpenAI, is shaking things up in the AI world. This powerful language model boasts significant upgrades, making it faster, more accessible, and downright impressive. Here's a dive into the top 5 features that set...... читать далее

Разработка • dev.to • 14 мая 2024 г. 1:45

Overview The rapid growth of AI technology has led companies and developers to explore integrating AI into applications to enhance user experience, optimize processes, and innovate business models. Microservice architecture, favored for its flexibi...... читать далее

Разработка • dev.to • 14 мая 2024 г. 1:32

ID verification solution provider – Faceplugin As cyber threats increase and old security methods show their weaknesses, it is time for companies to step up to these new challenges—face plugin steps in with a dependable, easy-to-use system that makes...... читать далее

Разработка • dev.to • 13 мая 2024 г. 18:38

Define the AI copilot's functionality: Determine the specific features and capabilities of the AI copilot, such as text completion, code suggestions, or data analysis. Choose an integration method: Decide whether to integrate the AI copilot through M...... читать далее

Разработка • dev.to • 13 мая 2024 г. 12:11

Larger or Smaller LLMs? Multimodal or Specialized Models? Inference budget or Training budget? Latency or Capacity? Performance & Interoperability or Model Size? Closedsource or Opensource? Will Shadow AI continue to rise? Building on Arthur Men...... читать далее

Разработка • dev.to • 13 мая 2024 г. 7:30

In last blog, we learned how to load documents into a standard format using LangChain's document loaders. Once the documents are loaded, the next step is to split them into smaller chunks. This process may seem straightforward at first, but there are...... читать далее