Multi Agent Postgres Data Analytics

Multi-Agent Postgres Data Analytics

*The way we interact with our data is changing.*


💬 Read This First 💬

This repo is an **_experiment_** and **_learning tool_** for building multi-agent systems.

It is **ONE** of **MANY** steps toward building fully autonomous, _agentic software_.

It is **NOT** a framework, or library, or shortcut.

It **IS** a **_stepping stone_** to help you internalize concepts, patterns and building blocks for your own multi-agent systems and applications.

Code only tells a story at a moment in time. I highly recommend you watch the [video series](https://www.youtube.com/playlist?list=PLS_o2ayVCKvDzj2YxeFqMq9UbR1PkPEh0) to see the **how and the why** behind the structure of this experimental codebase.

In the series we build this from scratch and dive deep into complexities, principles, patterns and ideas surrounding multi-agent software. The video order is linked below, mapping branches to videos.

This repo will not be maintained or updated beyond the lifespan of the series. It is a snapshot in time of the code we built in the video series and is meant only to be a reference for you on your journey to building your own multi-agent systems, **_nothing more_**.

When we complete the series will we freeze the codebase. We will then use it as a reference for experiments, products, and videos.

💻 Multi-Agent Postgres Data Analytics Tool 💻

This is a multi-agent system that allows you to ask questions about your postgres database in natural language.

The codebase is powered by GPT-4, Assistance API, AutoGen, Postgres, and Guidance.

It's the first of many multi-agent applications that utilize LLMs (large language models) to enable reasoning and decision making with reduced need for explicit rules or logic.

💻 Setup 💻

• Read the codebase first. Remember, this is an experiment and learning tool. It's not meant to be a framework or l