Generative AI from Basic to Advance - Built Powerful Multimodal RAG using Vertex AI(GCP), AstraDb and Langchain #rag #ai

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

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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

multimodal rag rag app rag application rag tutorial rag system multimodal ai gpt4-v python programming ai generative ai genai rag

Full Transcript

this video, we explore how to create a cutting-edge AI system capable of generating text in response to a variety of inputs, including text, images.This system, called a Multimodal Retrieval-Augmented Generation (MM-RAG) system Vertex AI: Google Cloud's platform for building and deploying machine learning models. Vertex AI will likely be used to train the core of your MM-RAG system, a large language model (LLM) capable of understanding and responding to different modalities. AstraDB: A NoSQL database solution that can efficiently store and manage the vast amount of multimodal data your MM-RAG system will need to be trained on. VectorDB comparison: https://superlinked.com/vector-db-comparison Don’t forget to like and subscribe for more tutorials! #llm #embedding #ai #rag #futureai #generativeai #genai #textgeneration #multivectorretrival #ragapp #langchain #programming #python #AstraDB #gemini #geminipro #google #vertexai Don't miss out; learn with me! P.S. Don't forget to like and subscribe for more AI content! Notebook Link: https://github.com/sunnysavita10/Indepth-GENAI/blob/main/MultiModal%20RAG%20using%20Vertex%20AI%20AstraDB(Cassandra)%C2%A0%26%C2%A0Langchain.ipynb 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