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Vivek Shetye
Vivek Shetye

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πŸš€ Build a Self-Improving AI Assistant with Hermes (Beginner-Friendly Step-by-Step Guide)

Most AI tools today are still glorified chatbots.

You ask a question.
You get an answer.
And by tomorrow… it forgets you even exist.

But what if you could build an AI assistant that:

🧠 Remembers your preferences
πŸ“ˆ Learns from every interaction
🌐 Researches the web in real time
πŸ“± Runs directly on your phone
⏰ Automates tasks while you sleep

That’s exactly what I built using Hermes, one of the fastest-rising AI agent frameworks right now and increasingly seen as a serious competitor in the personal AI space.


πŸ”₯ Why Hermes Is Blowing Up

Hermes isn’t just another chatbot framework.

It introduces something much more powerful:

🧠 Long-Term Memory

Your assistant remembers:

  • Your goals
  • Your recurring tasks
  • Your preferences
  • Your habits

πŸ”„ Self-Reflection

After every task, Hermes can evaluate:

  • What worked
  • What failed
  • What should improve next time

This means your AI literally gets smarter the more you use it.

πŸ€– Real Automation

You can use Hermes for:

  • Daily AI news briefings
  • Travel planning
  • Productivity reminders
  • Research tasks
  • Personal scheduling
  • Coding assistant
  • Messaging integrations like Telegram,Discord, etc

πŸ› οΈ What You’ll Build in This Tutorial

In this beginner-friendly walkthrough, I cover:

βœ… Installing Hermes from scratch
βœ… Configuring free Google AI Studio API access
βœ… Adding Tavily for live web search
βœ… Connecting your AI assistant to Telegram
βœ… Creating a true phone-based personal assistant
βœ… Security best practices


πŸŽ₯ Full video walkthrough


βš™οΈ Installation: Build Your First Hermes AI Assistant

Getting started with Hermes is surprisingly simple β€” even if you’re completely new to AI agents.

Within minutes, you’ll have your own self-improving assistant running locally.

πŸš€ Step 1: Run the Hermes Installer

Simply run:

curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
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What this does:

βœ… Downloads Hermes
βœ… Installs required dependencies
βœ… Configures your environment
βœ… Guides you through setup interactively

πŸ’‘Pro Tip: macOS and Linux users can install directly. Windows users should first install WSL2 for the smoothest experience.

πŸ€– Step 2: Choose Your Model Provider

Hermes supports multiple providers, but for beginners, Google AI Studio (Gemini) is one of the best choices because:

πŸ’Έ Generous free tier
⚑ Fast setup
πŸ› οΈ Beginner-friendly
πŸš€ Great for experimentation

During setup, select:

(β€’) Google AI Studio (Gemini models β€” native Gemini API)
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πŸ”‘ Step 3: Get Your Google AI Studio API Key

To power Hermes, you’ll need an API key.

Steps:

  1. Go to Google AI Studio
  2. Navigate to Projects
  3. Click Create New Project
  4. Go to API Keys
  5. Select your project
  6. Click Create API Key
  7. Copy your key
  8. Paste it into the Hermes installer when prompted

πŸ”’ Security Tip:
Treat API keys like passwords β€” never share them publicly.

πŸ“± Step 4: Skip Messaging Setup (For Now)

During initial installation, Hermes will ask about messaging integrations.

πŸ‘‰ Skip this step temporarily.

We’ll configure Telegram later to transform Hermes into a true mobile personal assistant.

πŸ’¬ Step 5: Launch Hermes Chat

When prompted, enter: y

Hermes will launch its built-in TUI (Terminal User Interface).

You now have:

βœ… Your first AI agent
βœ… Local chat interface
βœ… Long-term memory capabilities
βœ… Self-improvement foundation

πŸŽ‰ Congratulations β€” your personal AI assistant is officially alive.


πŸ” Configure Tavily for Real-Time Web Search

Without web access, your AI assistant is limited.

Adding Tavily gives Hermes the ability to:

🌐 Search the internet
πŸ“° Gather live information
πŸ“Š Perform research tasks
✈️ Plan trips using current data

πŸ› οΈ Tavily Setup Steps

  1. Create a Tavily account

Visit Tavily and sign up.

  1. Generate your API key

Create a new key from your dashboard.

  1. Add it to Hermes
hermes config set TAVILY_API_KEY <YOUR_TAVILY_API_KEY>
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🎯 Result:

Your Hermes assistant can now perform real-time web searches and research autonomously.


πŸ“² Connect Hermes to Telegram (Your AI in Your Pocket)

Right now, Hermes only runs on your computer.

Connecting Telegram transforms it into a true personal assistant you can message from anywhere.

πŸ€– Step 1: Create a Telegram Bot

Instructions:

  1. Open Telegram
  2. Search for @BotFather
  3. Type: /newbot
  4. Choose a bot name
  5. Choose a unique username ending in: _bot
  6. Copy your bot token

πŸ”‘ You’ll need this token to connect Hermes.

Step 2: Connect Telegram to Hermes

  1. Run the following command:
hermes setup gateway
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Then:

βœ… Select Telegram
βœ… Paste your Bot Token
βœ… Add your Telegram numeric user ID
βœ… Set your account as the home channel
βœ… Start the gateway service

πŸ“ How to Find Your Telegram User ID

Search Telegram for: @userinfobot

It will instantly provide your numeric user ID.

πŸŽ‰ Final Result

Your Hermes AI Assistant is now:

πŸ“± Available on your phone
πŸ’¬ Reachable through Telegram
🧠 Memory-enabled
🌐 Web-connected
πŸ“ˆ Self-improving

You’ve officially built a beginner-friendly AI agent that can evolve into a true personal productivity system.


🌍 Real-World Examples

Once set up, your AI assistant can:

✈️ Personalized Travel Planning

Ask it to plan a trip to Japan… then later France…

And it remembers:

  • Your budget
  • Your interests
  • Your travel style

πŸ“° Daily Briefings

Example:

β€œEvery morning at 8 AM, send me the top 3 AI news stories.”

Your assistant works while you sleep.


πŸ“… Weekly Productivity Systems

Example:

β€œEvery Friday at 4 PM, remind me to review my week.”


⚠️ Important Security Tips

Hermes is powerful β€” but with power comes responsibility.

Best Practices:

πŸ”’ Avoid running on your primary machine
πŸ–₯️ Use a VM, remote server, or sandbox
πŸ”‘ Protect API keys like passwords
⚑ Be cautious with community-built skills


🧠 Why This Is Bigger Than Just One Tutorial

We’re watching AI evolve from:

Old Model:

Chatbot β†’ Answer β†’ Forget

New Model:

Assistant β†’ Learn β†’ Remember β†’ Improve

This is a massive shift.

We’re entering the era of persistent personal AI.


πŸ’¬ Final Thoughts

Hermes shows where AI is truly heading:

✨ Personalized
✨ Persistent
✨ Autonomous
✨ Self-improving

For beginners, this may be one of the most practical AI agent projects you can build right now.

πŸš€ What would you automate first with your own personal AI assistant?

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