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Hermes Agent with Qwen3.6 (Local) | AI App Template with LangChain, LangGraph, llama.cpp | 🔴 Live

Venelin Valkov16 June 2026Watch on YouTube

Part of series

Ep. 2 · Cpp Llama Local

View the series

What you'll learn

  • Qwen 3.6 (35B) is deployed locally and tested in a practical AI agent application
  • LangChain and LangGraph form the foundation for building a Hermes Agent template
  • NextJS is used to integrate a fully working AI app with the local language model
  • Learn how to implement a local LLM instead of cloud-based APIs for AI applications

Frequently asked questions

What is a Hermes Agent and how is it used in this tutorial?
A Hermes Agent is an AI agent application built with LangChain and LangGraph. This tutorial tests whether Qwen 3.6 is a suitable model to function as a 'workhorse' in this agent when running locally.
Why would you choose a local model instead of a cloud API?
Local models offer privacy, lower latency, and no dependence on internet connectivity or external services. This makes them ideal for sensitive data and offline applications.
Which technologies are combined in this AI app template?
The template combines Qwen 3.6 for the language model, llama.cpp for running it locally, LangChain and LangGraph for agent logic, and NextJS for the user interface.
What is Qwen 3.6 and how does it perform compared to other models?
Qwen 3.6 is a 35B parameter model that is compared with Gemma 4 in this tutorial. It is tested to determine if it is a reliable option for running AI agent applications.

Topics

ai-agentslangchainlocal-llmapplication-developmentqwen

Description from the channel

We had our first look at Qwen3.6 (35B A3B) and compared it to Gemma 4 on some tests. Now is time to test if it is a good "workhorse" in Hermes Agent. We'll run it locally and build an AI app template that uses LangChain, Langraph and NextJS (part 1). Let's try it out! AI Academy: https://mlexpert.io/ Work with me: https://mlexpert.io/consulting LinkedIn: https://www.linkedin.com/in/venelin-valkov/ Follow me on X: https://twitter.com/venelin_valkov Discord: https://discord.gg/UaNPxVD6tv Subscribe: http://bit.ly/venelin-subscribe GitHub repository: https://github.com/curiousily/AI-Bootcamp 👍 Don't Forget to Like, Comment, and Subscribe for More Tutorials! Join this channel to get access to the perks and support my work: https://www.youtube.com/channel/UCoW_WzQNJVAjxo4osNAxd_g/join