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Deploy GenAI Application using Docker | Docker explained in easy words | End-to-End Tutorial
In this video, I walk you through building and deploying an end-to-end AI Agent Chatbot using Docker, LangGraph, FastAPI, and a Streamlit UI. Starting from Docker fundamentals—like images, containers, and port binding—I guide you step by step through the GenAI app demo, code breakdown, and deployment process, including how to push to Docker Hub and run it locally. Ideal for anyone diving into AI app deployment with Docker!
⚠️ 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
💡 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 🤖🚀
Stay curious, stay updated!
Resources:
Code in this project: https://github.com/AIwithhassan/deploy-with-docker
Docker 2.0: https://github.com/AIwithhassan/ai-doctor-2.0-voice-and-vision
Docker Hub: https://www.docker.com/products/docker-hub/
Docker Installation: https://www.docker.com/get-started/
Qwen: https://chat.qwen.ai/
Groq: https://console.groq.com/home
Groq Deprecations: https://console.groq.com/docs/deprecations
Timeline
Demo - 0:00
Introduction - 0:29
Overview - 1:32
What & Why Docker? - 2:44
Docker–Dockerfile - 6:22
Docker–Image - 9:06
Docker–Container - 10:36
Docker–Features and workflow - 12:54
Docker–Ports - 16:32
Gen AI Application - 20:00
Dockerfile - 29:16
Build Image - 36:29
Push Image to DockerHub - 39:02
Pull Image from DockerHub - 44:04
Containerise the Image - 46:32
Summary - 52:46
◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
🔰 Stay Connected 🔰
🎙️ DISCORD Channel: discord.gg/BVa3d4BrVY
📁 GitHub: https://github.com/AIwithhassan
🤵 LinkedIn: https://www.linkedin.com/in/m-hassan-mahmood/
◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
#AIwithHassan
Questions Answered:
What is a Chatbot?
What is RAG?
What is Huggingface?
How to use HuggingFace for LLM?
What are LLMs?
What is Mistral?
AI in Healthcare?
How to use AI in Healthcare?
What is Medical Chatbot?
What is Langchain?
How to Use Langchain?
Chatbot project for the real world
AI Projects for beginners
Artificial Intelligence in Urdu
Видео Deploy GenAI Application using Docker | Docker explained in easy words | End-to-End Tutorial канала AI with Hassan
⚠️ 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
💡 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 🤖🚀
Stay curious, stay updated!
Resources:
Code in this project: https://github.com/AIwithhassan/deploy-with-docker
Docker 2.0: https://github.com/AIwithhassan/ai-doctor-2.0-voice-and-vision
Docker Hub: https://www.docker.com/products/docker-hub/
Docker Installation: https://www.docker.com/get-started/
Qwen: https://chat.qwen.ai/
Groq: https://console.groq.com/home
Groq Deprecations: https://console.groq.com/docs/deprecations
Timeline
Demo - 0:00
Introduction - 0:29
Overview - 1:32
What & Why Docker? - 2:44
Docker–Dockerfile - 6:22
Docker–Image - 9:06
Docker–Container - 10:36
Docker–Features and workflow - 12:54
Docker–Ports - 16:32
Gen AI Application - 20:00
Dockerfile - 29:16
Build Image - 36:29
Push Image to DockerHub - 39:02
Pull Image from DockerHub - 44:04
Containerise the Image - 46:32
Summary - 52:46
◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
🔰 Stay Connected 🔰
🎙️ DISCORD Channel: discord.gg/BVa3d4BrVY
📁 GitHub: https://github.com/AIwithhassan
🤵 LinkedIn: https://www.linkedin.com/in/m-hassan-mahmood/
◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
#AIwithHassan
Questions Answered:
What is a Chatbot?
What is RAG?
What is Huggingface?
How to use HuggingFace for LLM?
What are LLMs?
What is Mistral?
AI in Healthcare?
How to use AI in Healthcare?
What is Medical Chatbot?
What is Langchain?
How to Use Langchain?
Chatbot project for the real world
AI Projects for beginners
Artificial Intelligence in Urdu
Видео Deploy GenAI Application using Docker | Docker explained in easy words | End-to-End Tutorial канала AI with Hassan
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25 мая 2025 г. 16:00:24
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