Click to follow, article from “ With MCP, AI is evolving from a “conversational tool” to a “task executor.” For both developers and enterprise users, mastering this protocol will unlock a more intelligent and secure data-driven future.” I previously wrote about Cline. Those who have started using Cline must be impressed by its capabilities. As … Read more
Overview This article implements a simple intelligent Agent that first queries data from a database and then processes the data using utility functions. This is a very common scenario that can be extended to multiple practical situations. Similarly, all experiments in this article are conducted on a local machine with 16C32G Linux (CPU). Data Preparation … Read more
Overview For Agents, it is common to call multiple external tools to achieve various functions. This article introduces how to use external tools through llamaindex. Of course, these tools are all provided by llamaindex. The framework offers several external tools that can infinitely expand the capabilities of the Agent. These tools can be downloaded from … Read more
A system—whether an organism, enterprise, company, or computer program—spends effort feeding back past events to the present because it is a more economical approach for the system to respond to the future. To foresee the future, one must understand the past.. — Kevin Kelly, “Out of Control” This statement also applies to the field of … Read more
Hi, everyone! My name is Qiushui, and I’m currently focused on AI agents and AI workflow automation. Friends often ask me how to build a commercial AI agent. Should I choose Coze, Dify, or LangGraph? What are the key considerations in the process? Where should I store my data? Why can’t I scrape content from … Read more
1. Data Engineer: Cursor for Precise Processing Late at night, only the frogs and the dim light of the monitor remained in the office. “Ribbit, Xiao Ke, this SQL query is too complicated, it’s making my head spin!” The frog rubbed its eyes, its tone filled with fatigue. Xiao Ke smiled and walked over to … Read more
Recently, Milvus released version 2.2.6, which has become increasingly stable after fixing some bugs. In fact, since upgrading to version 2.X, we have been working hard to improve and optimize, launching new features such as batch importing data from files, disk-based Approximate Nearest Neighbor (ANN) indexing algorithms, non-stop rolling upgrades, Coordinator HA (High Availability), resource … Read more