惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

C
Check Point Blog
IT之家
IT之家
V
Visual Studio Blog
The Cloudflare Blog
博客园 - 司徒正美
Jina AI
Jina AI
博客园_首页
阮一峰的网络日志
阮一峰的网络日志
美团技术团队
S
SegmentFault 最新的问题
博客园 - 聂微东
人人都是产品经理
人人都是产品经理
T
Tailwind CSS Blog
罗磊的独立博客
酷 壳 – CoolShell
酷 壳 – CoolShell
量子位
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Hugging Face - Blog
Hugging Face - Blog
博客园 - 【当耐特】
博客园 - 三生石上(FineUI控件)
爱范儿
爱范儿
博客园 - Franky
Last Week in AI
Last Week in AI
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
🚀 Build a Self-Improving AI Assistant with Hermes (Beginn...
Vivek Shetye · 2026-05-08 · via DEV Community

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
📈 Learns from every interaction
🌐 Researches the web in real time
📱 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.


🔥 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

🔄 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.

🤖 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

🛠️ What You’ll Build in This Tutorial

In this beginner-friendly walkthrough, I cover:

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


🎥 Full video walkthrough


⚙️ Installation: Build Your First Hermes AI Assistant

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

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

🚀 Step 1: Run the Hermes Installer

Simply run:

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

Enter fullscreen mode Exit fullscreen mode

What this does:

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

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

🤖 Step 2: Choose Your Model Provider

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

💸 Generous free tier
⚡ Fast setup
🛠️ Beginner-friendly
🚀 Great for experimentation

During setup, select:

() Google AI Studio (Gemini models — native Gemini API)

Enter fullscreen mode Exit fullscreen mode

🔑 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

🔒 Security Tip:
Treat API keys like passwords — never share them publicly.

📱 Step 4: Skip Messaging Setup (For Now)

During initial installation, Hermes will ask about messaging integrations.

👉 Skip this step temporarily.

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

💬 Step 5: Launch Hermes Chat

When prompted, enter: y

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

You now have:

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

🎉 Congratulations — your personal AI assistant is officially alive.


🔍 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
📰 Gather live information
📊 Perform research tasks
✈️ Plan trips using current data

🛠️ 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>

Enter fullscreen mode Exit fullscreen mode

🎯 Result:

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


📲 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.

🤖 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

🔑 You’ll need this token to connect Hermes.

Step 2: Connect Telegram to Hermes

  1. Run the following command:
hermes setup gateway

Enter fullscreen mode Exit fullscreen mode

Then:

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

📍 How to Find Your Telegram User ID

Search Telegram for: @userinfobot

It will instantly provide your numeric user ID.

🎉 Final Result

Your Hermes AI Assistant is now:

📱 Available on your phone
💬 Reachable through Telegram
🧠 Memory-enabled
🌐 Web-connected
📈 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

📰 Daily Briefings

Example:

“Every morning at 8 AM, send me the top 3 AI news stories.”

Your assistant works while you sleep.


📅 Weekly Productivity Systems

Example:

“Every Friday at 4 PM, remind me to review my week.”


⚠️ Important Security Tips

Hermes is powerful — but with power comes responsibility.

Best Practices:

🔒 Avoid running on your primary machine
🖥️ Use a VM, remote server, or sandbox
🔑 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 → Answer → Forget

New Model:

Assistant → Learn → Remember → Improve

This is a massive shift.

We’re entering the era of persistent personal AI.


💬 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.

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