Generative AI from Basic to Advance - End-to-End Weather Chatbot with Google DialogFlow and AWS CI/CD Deployment

Master Generative AI: From Basics to Breakthroughs in AI Models and RAG Systems

5.0 (2)

26 learners

What you'll learn

Understand the evolution of generative AI from classical to modern techniques
Apply RAG and LangChain for building scalable AI applications
Implement end-to-end pipelines using LlamaIndex and LLM fine-tuning methods
Deploy AI models with CI/CD pipelines and container orchestration tools

This course includes

124.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

python programming ai generative ai genai chatbot llm embeddings nlp nlu futureai conversational ai python

Full Transcript

In this video, I'll walk you through building an end-to-end Weather chatbot using the power of Goole Dialog Flow and deploying it on AWS CI/CD Pipeline. Learn how to leverage Google Dialogflow to create a smart and efficient conversational AI assistant for your online store. This video is perfect for developers and business owners looking to enhance customer experience and boost sales! Don't miss out; learn with me! P.S. Don't forget to like and subscribe for more AI content! #llm #embedding #ai #chatbot #futureai #generativeai #genai #textgeneration #programming #python #google #googledialogflow #aws #flask #cicd #docker project Link: https://github.com/sunnysavita10/myweatherbot Multimodel RAG Playlis: https://www.youtube.com/watch?v=7CXJWnHI05w&list=PLQxDHpeGU14D6dm0rmAXhdLeLYlX2zk7p&pp=gAQBiAQB RAG detailed Playlist: https://www.youtube.com/watch?v=wTVTkOb3SZc&list=PLQxDHpeGU14Blorx3Ps1eZJ4XvKET1_vx&pp=gAQBiAQB GenAI Foundation Playlist: https://www.youtube.com/watch?v=ajWheP8ZD70&list=PLQxDHpeGU14D7NiPgqxC9qhKkx4jMQcDk&pp=gAQBiAQB Google Form For Suggestion and Feedback : https://forms.gle/1Ut21yM2ednvpbS66 Connect with me on Social Media- LinkedIn : https://www.linkedin.com/in/sunny-savita/ GitHub : https://github.com/sunnysavita10 Telegram : https://t.me/aimldlds TimeStamp 00:00:00 -Video & Syllabus Introduction 00:02:14 -Chatbot Introduction 00:11:57 -Project Architecture Introduction 00:20:51 -Google Dialog Flow Overview 00:34:40 -Google Dialog Flow Console Walkthrough(Intent, Knowledgebase etc.) 00:52:23- Weather Chatbot creation(Agent Creation) 01:09:39 -Entity Creation 01:22:00 -Web App Creation 01:37:00 -Connect with Weather API for Realtime Weather Data 01:52:57 -Deploy the Chatbot with AWS CI/CD(Docker, ECR, App Runner) 2:30:56 -Deploy the Chatbot to the Telegram