Talk To Your Database - A GPT Multi Agent Postgres Data Analytics Tool
The way we code is changing and so is the way we interact with our databases.
This video marks the END of a series where we explored 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". We built a Multi-Agent Postgres Data analytics tool with new LLM based technologies like GPT-3.5, GPT-4, GPT-4 Turbo, AIDER, AutoGen, Guidance, Assistants API and more. We utilized existing and new prompt engineering to craft our more than 5 versions of our multi-agents data analytics tool. We dove deep in to multi-agent conversation flows, orchestration, memory management, chat monitoring and more. We explored the future of programming and how we can leverage AI to accelerate our ability to generate valuable products for both ourselves and the organizations we collaborate with.
With every video, every commit and every line of code it's become clear that the landscape of software engineering is changing dramatically. Those that embrace the change will be the ones who thrive in the future. Those that don't will be left behind.
I want to thank everyone at OpenAI for development such incredible technology.
I also want to thank everyone who built every tool we used throughout this series.
You are pushing the world into the future and I'm grateful to be a part of it.
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.
Thank you for watching and I hope you enjoyed and learned from this series as much as I did.
🚀 TTYDB - Talk To Your Database
https://talktoyourdatabase.com
or
https://talktoyourdb.com
🤖 The Postgres AI Data Analytics Series
• Postgres Data Analytics AI Agent
💻 The Codebase
https://github.com/disler/multi-agent...
Youtube Exclusive Beta Launch Code: 9999
📘 Chapters
00:00 The Way We Interact With Data Is Changing
00:30 Great Questions Yield Great Outcomes
01:15 Talk To Your Database
02:15 Hyper Minimal UI
03:10 Our first AI Query
04:05 Insanely concise NLQ - users join job limit 10
05:40 Let's do some nlq data analytics
07:12 Copy SQL and Download at anytime
07:30 Let's be real - ttydb is not perfect
08:45 Great way to quickly explore data
09:30 All the value of SQL without the SQL
10:16 Four words - 10x your database interactions
12:30 Let's talk about SECURITY
14:50 Customize your TTYDB Experience
15:35 Automatic data expirations
16:13 We keep your data safe but not having it
16:28 Integrated Community Development
17:23 Don't be spammy, annoying or angry - TTYDB AI agents will block you
17:43 I'm actively using TTYDB already
18:30 We're going to tweak, improve and optimize the AI agents
18:40 The biggest issue right now
19:10 What's next for the channel?
20:00 We took this product from Zero to One
21:10 Here's what you can expect
21:35 Prelaunch Deal - 50% off for life
21:54 The series is over - I'm kinda sad - someones watching
22:49 One last thing
🐛 tags
#dataanalytics #promptengineering #aiprogramming
