Скачать или смотреть End to End GenAI App Tutorial (Production Level) | Text to SQL Generation | Ollama | Deepseek R1

Check out my website: aiwithhassan.com

In this video, we’ll build a Text-to-SQL converter powered by Deepseek, LangChain, and Streamlit, turning natural language queries into SQL statements based on your database schema.

I’ll walk you through everything step by step:

Setting up Ollama’s Deepseek LLM model
Connecting to your database to extract the schema
Using LangChain to communicate with the LLM
And creating a clean Streamlit UI to generate SQL queries instantly

Whether you’re curious about using LLMs for SQL generation or want to combine Deepseek, LangChain, and Streamlit for practical, real-world AI applications — this tutorial is for you.

Link to source code: https://github.com/AIwithhassan/ai-da...


Chapters
Demo - 0:00
Introduction - 00:38
Technical Architecture - 2:57
Overview - 5:34
Technical Implementation - 7:09
Create Database - 8:27
Enter Data in Database - 14:48
Setup GenAI App logic - 17:02
Extract Schema - 18:39
Setup Deepseek with Ollama - 25:24
Text to SQL logic - 27:54
Run SQL on Database - 33:32
Setup Streamlit - 36:37
Testing - 43:07


⚠️ AI World Disclaimer ⚠️
For "AI with Hassan" Tutorial Videos
The AI landscape evolves at lightning speed! 🔥 While I strive to keep content accurate:
Model versions/pricing may change post-recording
APIs/tools shown might be deprecated/updated
Platform interfaces can be redesigned
🗓️ Always check video description for recording date
💡 If something breaks:

Comment below 💬
Write at my Discord server

I'll help troubleshoot/update instructions where possible! Let's navigate this fast-changing field together 🤖🚀
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