1. What is TensorFlow? The name TensorFlow comes from the flow (Flow) of tensors (Tensor) in a computational graph (Computational Graph), as shown in the diagram. Its foundation is based on the automatic differentiation introduced earlier based on computational graphs. In addition to automatically calculating gradients, it also provides various common operations (op, which are … Read more
1. What is RAG? Retrieval-Augmented Generation (RAG) refers to optimizing the output of large language models to enable them to reference authoritative knowledge bases outside of the training data sources before generating responses. Large Language Models (LLMs) are trained on vast amounts of data, using billions of parameters to generate raw outputs for tasks like … Read more
In a previous article, I mentioned that Windsurf and Cursor have certain code review capabilities, which can not only detect code style issues but also identify logical errors in the code. This is extremely valuable in practice, as it can fully utilize the Copilot capabilities of large models while avoiding trust issues with tool-generated code. … Read more
In practical work, it is very common for a requirement to be implemented through collaboration across multiple projects. For example: A web access requirement may involve modifications to both front-end and back-end projects; An order operation requirement in a microservice architecture may involve modifications to multiple microservice projects such as user, order, payment, etc., which … Read more
Last December, I attempted to use Windsurf and Cursor for image recognition. At that time, these tools could design web UI based on images, but they could not recognize flowcharts. Recently, I discovered that Windsurf has achieved flowchart recognition and can generate corresponding code.This enhancement undoubtedly increases the participation of AI tools in actual work. … Read more
Recently, I have been using Windsurf for about half a month, and my feeling is that this tool is very powerful, comparable to cursor. I previously tried the free cursor, but the number of completions ran out quickly. The experience was indeed great, but the $20 price tag requires careful consideration. Later, I started using … Read more