(Online) Build Your Own AI Mentor Agent with Python

Build Your Own AI Mentor Agent with Python

AI agents are quickly becoming one of the most exciting applications of modern AI. Instead of just responding to prompts, agents can remember information, use tools, and take actions autonomously.
In this hands-on online workshop, we’ll build a personal growth mentor agent powered by modern AI technologies including DeepSeek, LangChain, MongoDB, Flask, and Telegram.
By the end of the session, you'll understand how to create an AI agent that can store reflections, track personal growth, and interact with users through Telegram.

This session is based on a real open-source project where the AI mentor can:

• Record reflections and journal entries
• Track incidents and lessons learned
• Store reminders and milestones
• Review weekly progress
• Send proactive messages to users

What You'll Learn
• How AI agents work in practice
• How to build an agent using LangChain tools
• How to connect an AI model (DeepSeek) to external tools
• How to persist memory using MongoDB
• How to serve your AI agent with Flask
• How to connect the agent to Telegram for real-world interaction

Live Demo Features
During the workshop we will demonstrate an AI mentor that can:

• Save journal reflections
• Log mistakes and lessons learned
• Track personal growth milestones
• Retrieve weekly summaries
• Send proactive scheduled messages

Tech Stack
Python
LangChain
DeepSeek API
MongoDB
Flask
Telegram Bot API

Agenda (90 minutes)
Introduction to AI Agents (10 min)
Architecture of the Mentor Agent (15 min)
Live Demo: Building the Agent Core with LangChain (30 min)
Connecting Tools & Memory (MongoDB) (15 min)
Deploying the Agent & Telegram Integration (10 min)
Q&A and Discussion (10 min)

Who Should Attend
Developers curious about AI agents
Python developers exploring AI tools
Anyone interested in automation and personal productivity tools
Students learning modern AI development

Requirements
Basic Python knowledge
Interest in AI and automation
(Optional) A Telegram account if you want to try the bot later

Format
Online workshop (live demo + walkthrough)
Join us to learn how modern AI agents are built and leave with a clear understanding of how to create your own intelligent assistant.