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How it works - - •Deployment – Self‑hosted onLinux/macOS/WSL (cheap $5 VPS orserverless like Modal/Daytona). Always‑on,hibernates when idle, reachable via CLI,Telegram, Discord, Slack, WhatsApp, or IDEback‑ends. : •Core loop – : 1User submits a natural‑language taskor scheduled cron job. 2Hermes routes the request to any LLMprovider (Anthropic/Claude,OpenAI‑compatible, Vercel AIGateway, Nous Portal, OpenRouter,custom endpoints) through a unifiedcall_llm API. 3The agent plans, then calls tools inparallel (via ThreadPoolExecutor). 4Tools run in sandboxed back‑ends(local, Docker, SSH, Singularity, Modal)with namespace isolation andhardening. 5Output streams token‑by‑token to allinterfaces (CLI   gateways). : •Persistent shell – Keeps current directory,environment variables, and aliases aliveacross tool calls. •Self‑improving loop – After completingcomplex tasks the agent automaticallycreates or refines reusable skills (Pythonmodules stored in the Skills Hub, shareablevia the open agentskills.io standard).Skills improve with use; the agent nudgesitself to persist knowledge. •Memory system – Multi‑level memory(Honcho async writes, dialectic usermodeling, session titles, multi‑user isolation)plus full‑text search and LLM summarizationbuilds a deepening model of the user andprojects across sessions. •Sub‑agents – Can spawn isolatedsub‑agents for delegation and parallelism. : Plugins & extensibility (v0.3.0) : •Drop plain Python files into~/.hermes/plugins/ → instant customtools, commands, hooks (no fork needed). •40 built‑in tools (terminal, filesystem, codeexec, web search, vision, image generation,TTS, cron, memory, task planning, sub‑agentdelegation). •Community‑contributed skills from ClawHub,LobeHub, GitHub are installable. - Key v0.3.0 additions : •Real‑time unified streaming across allplatforms. •First‑class plugin architecture. •/browser connect via Chrome DevToolsProtocol (attach to an existing Chromeinstance). •Native Anthropic provider & Vercel AIGateway with auto‑credential discovery(OAuth PKCE, no middleman). •VS Code / Zed / JetBrains integration viaACP Server (full slash‑command support). •Voice mode (push‑to‑talk CLI, voice notes inmessaging apps, Discord voice channels,local faster‑whisper transcription). •Smart approvals (learned safe commands,Codex‑style; /stop kills runs instantly). •PII redaction (privacy.redact_pii scrubsbefore sending to LLMs). •Concurrent tool execution, persistent shell,Honcho memory, 9 new skills, 50 bug fixes. •Agentic On‑Policy Distillation (new RLenvironment for distilling policies into bettermodels via Atropos). Installation – One‑line curl … | bash then hermes setup; update with hermes update. All components are local‑first but can delegate to cloud models.
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"Dive into the power of Python's ecosystem! 🐍 What's your go-to external module that you can't live without? Whether it's for data science, web dev, or automation, there's a module for everything! Share your favorites below! 👇 #Python #PythonModules #Coding #Programming #Tech"
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17 Apr 2025
Python modules make coding easier! python CopyEdit import math print(math.sqrt(25)) Use built-in tools to save time! ⏳ #PythonModules #Everyonecode
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🔍 Understanding __init__.py in Python Ever wondered what __init__.py does or why it's important? Dive in to learn how it helps organize your Python projects like a pro! 👉 Read more: developer-service.blog/under… #Python #Coding #Programming #PythonTips #DevCommunity #CodeNewbie #PythonModules

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If a Python module goes missing, do you post a 'Have you seen me?' ad? Source: devhubby.com/thread/what-is-… #Code #BackendDevelopment #PythonModules #CodeNewbie
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🐍 Elevate your Python skills! Here are the top Python modules every developer should know—streamline your projects and supercharge productivity. 🚀 #PythonModules #DevTools #CodingEssentials
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4/10 📦 Modules & Packages: Explore Python’s built-in modules and package managers like Pip to extend your coding toolkit. #PythonModules #Pip
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30 Sep 2024
MODULES Import modules for extra functionality: `import math` Use modules for tasks like math calculations. #PythonModules #Coding
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5. 4️⃣ re - Master regular expressions with Python's re module. Perfect for text processing and data cleaning tasks! #DataEngineering #PythonModules
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