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

[ Ссылка ]
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, #Programming, #Python, #Tutorial, #Installation, #CLIInstallation, #AIApplication, #Application, #AICapabilities, #Capabilities, #RealTimeResponses, #AIConversations, #Conversations, #AITutorial, #AIProgramming, #AICoding

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