VertexAI Meets LangChain for Mind-Blowing AI Conversations! 😲 Step by Step Tutorial

Discover the incredible world of AI with the mind-blowing integration of VertexAI and LangChain! This video takes you on an amazing journey, from setting up your environment to crafting real-time AI responses. The simplicity and power of this integration will leave you blown away! 🤯 Here's what you'll learn: How to install Google Cloud CLI and set up a virtual environment 🛠️ Authenticate and activate the VertexAI API 🛡️ Install necessary packages and create your AI application 📦 Write and run simple code to interact with VertexAI 🖥️ Extend the capabilities using prompt templates and stream responses real-time 🚀 Timestamps: 0:18 - Installation of Google Cloud CLI 0:26 - Setting up Virtual Environment 0:39 - Authentication and VertexAI API Activation 1:06 - Installing Packages 1:24 - Creating and Running Your AI App 2:25 - Extending Capabilities with Prompt Templates 3:30 - Real-Time Response Streaming https://cloud.google.com/sdk/docs/install gcloud auth application-default login pip install google-cloud-aiplatform Pip install lang chain from langchain.llms import VertexAI llm = VertexAI(max_output_tokens=1000) print(llm("What are some of the pros and cons of Python as a programming language?")) from langchain.prompts import PromptTemplate template = "Question: {question} Answer: " prompt = PromptTemplate.from_template(template) chain = prompt | llm print(chain.invoke({"question": "Give me a meal plan for today"})) import sys for chunk in llm.stream("Give me a meal plan for today"): sys.stdout.write(chunk) sys.stdout.flush() Get started on your AI journey now, and don't forget to like, share, and subscribe for more incredible AI content! #VertexAI, #LangChain, #AI, #Artificial, #Intelligent, #ArtificialIntelligent, #GoogleCloud, #Cloud, #CLI, #Environment, #Virtual, #VirtualEnvironment, #Authentication, #API, #Vertex, #Integration, #RealTime, #Real, #Time, #Responses, #Prompt, #Templates, #PromptTemplates, #Streaming, #Code, #Coding, #Programmi