Prompt Engineering an ENTIRE codebase: Postgres Data Analytics AI Agent
The way we code is changing and so is the way we interact with our databases.
This video marks the beginning of a series where we explore the comprehensive process of building an AI agent from the ground up to analyze our data. Understanding the "how" is just as vital as knowing the "what" in cutting-edge technology. Thus, besides using AI technologies like AIDER, we employ innovative techniques such as prompt engineering to craft our code.
On this channel, we don't just talk - we think, plan, and build. With the ultimate goal of PULLING the future of programming into the present to accelerate our ability to generate valuable products for both ourselves and the organizations we collaborate with.
We'll be coding in Python and using Poetry as our dependency manager. Whether you're a software engineer, data analyst, or simply someone intrigued by AI data analytics and prompt engineering, this series will offer a deep dive into AI product engineering (AIPE).
👍 THE CODEBASE
https://github.com/disler/multi-agent...
🤖💻 AI Engineering Resources
Python Class Generator Prompt: https://gist.github.com/disler/57c31d...
Python OpenAI LLM Quick Start: https://gist.github.com/disler/c404a6...
Neon Postgres Hosting: https://neon.tech/
AIDER: https://aider.chat/
ChatGPT: https://chat.openai.com/
🤖 ZERO Touch coding with AIDER?
• Let's Get Fired: Using AI Coding Assi...
✅ Learn about Cap Refs and Critical Prompt Engineering Techniques
• ONE Word Prompts - 3 INSTANTLY useful...
📘 Chapters
00:00 The Way We Code Is Changing
00:55 Let's CODE Our AI Agent
01:20 Create Structure Using Poetry
02:40 Outline the Application
05:20 Prompt Engineer an entire Python class
11:00 OpenAI Starter Code Module
12:05 Using AIDER to Generate Code
17:00 Engineering Clean Up With ChatGPT
20:34 OUR AI AGENT IS BORN
21:30 You can build like startups do
22:10 Two more natural language sql query
23:15 This is the beginning of our ai agents
🐛 tags
#aider #promptengineering #aiprogramming
