Metaverse & Generative Artificial Intelligence Thoughts What is Generative Artificial Intelligence? A type of artificial intelligence model capable of generating new, original content. These models are typically based on deep learning technologies and can learn from input data to generate new data or text. They have achieved success in many fields such as image generation … Read more
Introduction RAG has developed to become a consensus for LLM’s service to B-end, however, questions regarding it have never ceased to exist. Simply put: for many Q&A systems represented by individuals and small to medium enterprises, there is indeed no need to use RAG. However, these long-context LLMs have either already addressed or are in … Read more
During my long search, I tried countless OCR tools hoping to find a solution that was both accurate and efficient. What I needed was not just a tool that could convert images and PDFs to text, but one that could protect my data privacy, support multiple languages, and be completely free. After numerous attempts and … Read more
In today’s rapidly advancing field of artificial intelligence, Retrieval-Augmented Generation (RAG) technology has become a hot topic for research and application due to its unique advantages. RAG technology combines the powerful generation capabilities of Large Language Models (LLMs) with efficient information retrieval systems, providing users with a new interactive experience. However, as the technology is … Read more
Recently, I took on a big job to organize hundreds of Word documents and unify their formats. Just thinking about manually adjusting each one made me feel overwhelmed. While I was worrying, I suddenly thought of the amazing tool, Windsurf AI. After trying it out, it was truly a lifesaver! Using it to process Word … Read more