Google Cloud Gen AI & LLMs on Vertex AI with Langchain and Gradio
This repository contains Jupyter notebooks and other resources that demonstrate how to use Generative AI (Gen AI) and large language models (LLMs) on Vertex AI, the end-to-end machine learning platform on Google Cloud.
Playlist: https://www.youtube.com/watch?v=HCjE1fFlgng&list=PLyD1XCIRA3gRU_E_N863_Oiatc5EKPtp5
#1: Getting Started - Gen AI & LLMs on Vertex AI - Google Cloud - DIY#1: https://www.youtube.com/watch?v=ub2ShoqEjMc
#2: GCP - Gen AI Tutorials - First Steps - Google Cloud (text-bison@001) - DIY#2: https://www.youtube.com/watch?v=S35FgrEXTEk
#3: Gen AI & LLMs on Vertex AI - Google Cloud (text bison@001) - DIY#3: https://www.youtube.com/watch?v=HCjE1fFlgng
#4: GCP Gen AI Use Case - Simple Mortgage Rate Calculator in JSON Format- Google Cloud - DIY#4: https://www.youtube.com/watch?v=VCQ_SPpXfLg
#5: LangChain & Vertex AI PaLM Getting Started - Google Cloud - DIY#5: https://www.youtube.com/watch?v=FtLWDjNMPgs
#6: Practical Use Cases - LangChain & Vertex AI PaLM - Google Cloud - DIY#6: https://www.youtube.com/watch?v=VCQ_SPpXfLg
#7: Practical Use Cases - Q&A on Table SQL LangChain & BigQuery - Google Cloud - DIY#7: https://youtu.be/jLyXkBeNRAo
#8: GCP Gen AI - PaLM API Codey - Google Cloud LLM - DIY#8 - https://youtu.be/JmWASbSJqGY
#9: YouTube Video summarization - https://www.youtube.com/watch?v=eyDIkYAFFrg
To get started with this repository, you will need to have a Google Cloud Platform (GCP) account and be familiar with the Jupyter notebook environment. Once you have these prerequisites, you can follow the instructions in the README file to install the necessary dependencies and run the notebooks. google-cloud==0.34.0 google-api-core==2.12.0 google-auth==2.23.3 google-cloud-aiplatform==1.35.0 google-cloud-bigquery==3.12.0 google-cloud-core==2.3.3 google-cloud-logging==3.6.0 google-cloud-language==2.11.1 google-cloud-documentai==2.20.1 google-cloud-resource-manager==1.10.4 google-cloud-storage==2.12.0 google-cloud-vision==3.4.5