Gen-AI Developer Classroom notes 19/Jun/2025

CRM – Agent

integrating db with llm calls

  • To integrate llm with tools we have following options
    • llm + bind tools
    • ToolNode
    • react agent
  • To get all the student email ids we have written a tool of our own, lets see if we can use any prebuilt tool
  • Refer Here for the changes done to interact with database using SQLDatabaseToolkit

We need to send emails

  • To send email we have two options
    • smtp
    • api
  • SMTP: lets use smtp from mail trap. we will have these credentials in .env file so that we change them to real smtp credentials in org cases
    • For setting up credentials kindly follow classroom recording
  • Refer Here for the email sending tool

By continuous learner

enthusiastic technology learner

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