AgenticSql
#1 self improving AI architecture according to ChatGPT-5.
3 followers
#1 self improving AI architecture according to ChatGPT-5.
3 followers
AgenticSql is a natural language interface to SQL. It’s also an iterative agent capable of building a variety of structures and solving tasks with them. From simple memories of it's past to experimental self improving and self healing objectives.
Because AgenticSql's input is prompt based, there is no limit to the number or type of memory or reasoning structures you can define.
AgenticSql allows you to write a prompt that defines both a task and the infrastructure needed to perform it. The agent will build both. The simplest example is a sequential structure, where it remembers what it has previously thought and tries again to solve a problem. In a rolling sequential structure, it will “forget” the oldest item in its memory as it continues working on the assigned task. You can also instruct it to take a parallel approach, in which case it will create a list of items and then write a long-form article about each item in the list. You could further request that it analyze all of those articles and provide a final summary or analysis. With a brief prompt, you can define any of these simple structures along with a task to solve, and AgenticSql will create the structure in SQL and attempt to solve the task. Example prompts can be found in the Prompts folder. AgenticSql appears quite capable of handling these forms of simple tasks.
You can also define a self-improving, self-healing system and set forth on that objective. This is not guaranteed to succeed, although I’ve observed some very interesting progress in experiments with this approach.