In the previous article “The Future of Application Orchestration is Pipeline, LlamaIndex Releases Query Pipeline in Preview to Enhance Application Development Flexibility” we mentioned that LlamaIndex has released a new experimental feature that supports defining a Query Pipeline in a declarative manner to create personalized application workflows, along with a case study for RAG applications. … 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
Followinglast week’sthoughts on Type 1 and Type 2 tasks, I reflected on my Type 1 tasks (tasks that can be done better than AI). As a data engineer, what can be done at this stage is to apply AI to various aspects of data development, including: data integration, SQL generation, data quality checks, Gen BI … Read more
With the rapid development of large model technology, how to fully utilize AI while ensuring data privacy has become a hot topic. Open-source local large language models (LLMs) are gradually becoming an important tool to solve this problem. Today, we will introduce a star-level open-source model—LLaMA2, and see how it seamlessly implements the “text to … 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