SriPrarabdha / AgentQuery

Multi-Agent Postgres Data Analytics

The way we interact with our data is changing.

This repo is an experiment and learning tool for building multi-agent systems.

💻 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.

• Run git clone https://github.com/SriPrarabdha/AgentQuery to clone the repo on your local machine

• poetry install

• cp .env.sample .env

• Fill out .env with your postgres url and openai api key

• Run a prompt against your database

  • poetry run start --prompt "<ask your agent a question about your postgres database>"
    • Start with something simple to get a feel for it and then build up to more complex questions.