Prompt Caching
Prompt caching is a powerful technique for reducing latency in conversational AI systems. By caching static parts of prompts, such as token embeddings and intermediate states, systems can significantly speed up response times.
AI
Explore the potential of Retrieval-Augmented Generation (RAG) using large language models (LLMs) with larger context windows and learn how to integrate FAISS for efficient document retrieval.
Transformers
Discover how transformer models are revolutionizing video generation, allowing machines to create realistic and coherent video content by understanding the intricacies of time, context, and visual patterns.
AI
Learn how to implement a multimodal Large Language Model that integrates text and image inputs. This blog walks through the end-to-end process, from data preparation to model deployment, providing a practical guide for developers.
Artificial Intelligence
Dive into the fascinating world of multimodal Large Language Models (LLMs) and discover how these AI marvels process text, images, video, and audio. This comprehensive guide explores the architecture, training process, applications, and ethical considerations of these powerful AI systems.
AI
Understanding how multimodal Large Language Models (LLMs) integrate text, image, video, and audio features into a shared embedding space is key to leveraging their full potential. This blog delves into the architectural intricacies that enable these models to seamlessly process diverse data types.
AI
Discover the world of Large Language Models (LLMs) and their impact on natural language processing. Learn about their architecture, training process, applications, and the challenges they present in this comprehensive introduction.
system design
Discover how to design a scalable real-time chat system capable of supporting millions of users. This comprehensive guide covers key architectural components, scaling strategies, and best practices for building robust chat applications.
clean code
Discover the art of clean code: Learn key principles like readability, simplicity, and SOLID. Get practical tips for writing maintainable functions, handling errors, and organizing your codebase. Elevate your coding practices with real-world examples and tool recommendations.
software
Clean Architecture is a design approach that creates maintainable and scalable software systems. The key principle is that dependencies only point inward, ensuring core business logic remains independent of external concerns.
Introduction Clean Architecture is a software design philosophy that aims to create systems that are easy to understand, maintain, and test. It was introduced by Robert C. Martin (Uncle Bob) in his book “Clean Architecture: A Craftsman’s Guide to Software Structure and Design.” Key Concepts * Independence: The architecture should
clean code
Introduction Clean code is a philosophy and a set of principles for writing code that is easy to read, maintain, and extend. It was popularized by Robert C. Martin (Uncle Bob) in his book “Clean Code: A Handbook of Agile Software Craftsmanship.” Why Clean Code? * Readability: Clean code is easy