In the past year, large vision language models (LVLMs) have become a prominent focus in artificial intelligence research. When prompted differently, these models show promising performance across various downstream tasks. However, there’s still significant potential...

Heuristic algorithms are those algorithms that use practical and intuitive approaches to find solutions. They are very useful in making quick and effective decisions, even in the case of complex operational scenarios, such as managing servers in cloud environments....

One of the most exciting advancements in AI and machine learning has been speech generation using Large Language Models (LLMs). While effective in various applications, the traditional methods face a significant challenge: the integration of semantic and perceptual...

Language Agents represent a transformative advancement in computational linguistics. They leverage large language models (LLMs) to interact with and process information from the external world. Through innovative use of tools and APIs, these agents autonomously...

ChatGPT, a chatbot created by OpenAI, hit the scene and changed the game. In just five days after its launch in November 2022, over a million people were using it. By January 2023, ChatGPT had a whopping 100 million active users. That’s a 9900% jump! And it didn’t...

Deploying dense retrieval models is crucial in industries like enterprise search (ES), where a single service supports multiple enterprises. In ES, such as the Cloud Customer Service (CCS), personalized search engines are generated from uploaded business documents to...