Local AI-Powered Note Management: Hermes Agent, Obsidian, Ollama Integration
Generated: 2026-08-02 · API: Gemini 2.5 Flash · Modes: Summary
Local AI-Powered Note Management: Hermes Agent, Obsidian, Ollama Integration
Clip title: Hermes-Agent + Obsidian + Ollama: Your Notes, Now Hands-Free Author / channel: Fahd Mirza URL: https://www.youtube.com/watch?v=CP64ty73yuo
Summary
This video demonstrates the integration of Hermes Agent, Obsidian, and Ollama to create a powerful, local, and private AI-powered note-taking and knowledge management system. The main topic revolves around empowering a large language model (LLM) running locally via Ollama with the ability to interact directly with a user’s Obsidian vault, allowing for automated note creation, searching, and linking. The presenter emphasizes that this entire setup is free, local, and private, giving users full control over their data and AI models.
The setup process begins with an Ubuntu server equipped with an NVIDIA GPU, necessary for running the Ollama qwen3.6-27b-hermes:latest model. The presenter then creates an Obsidian demo vault, which is essentially a directory for storing Markdown files. A dedicated Hermes Agent profile is established and configured to connect to the local Ollama server running on localhost:11434/v1 and set its working directory to the Obsidian vault. A placeholder API key is added, as Ollama doesn’t require one, but Hermes expects the field to be non-empty. This configuration ensures that the Hermes Agent can leverage the locally run LLM to interact with the Obsidian notes residing on the user’s machine.
Three key demonstrations showcase the system’s capabilities. First, the Hermes Agent is instructed to create a note titled “llama.cpp Basics” with a short explanatory paragraph, which it successfully writes into the Obsidian vault and confirms. Second, a new note called “Local Inference” is created, and the agent intelligently adds a wikilink back to the “llama.cpp Basics” note, demonstrating its ability to establish connections within the knowledge graph. The agent then confirms the existence of both notes and their linkage. The final, most impressive demonstration involves asking the agent to create a note titled “Flux Capacitor Theory” without explicitly mentioning Obsidian. The agent autonomously infers that this task requires the Obsidian skill, loads it, locates the vault path, and creates the note, showcasing its intelligent tool-use capabilities.
In conclusion, the combination of Hermes Agent, Obsidian, and Ollama transforms a standard chat model into a sophisticated, self-improving note-taking partner. Hermes Agent provides the “hands” for the LLM to execute commands and interact with files, while Obsidian offers a clean, local, plain-text home for the AI-managed notes. This allows users to search, read, write, and link notes within their private knowledge base purely through conversational commands, all running entirely on their own hardware without reliance on external APIs or cloud services. This locally controlled, AI-driven knowledge management system is a significant step towards more autonomous and private personal AI assistants.
Video Description & Links
Description
This video installs and shows how to use Obsidian with Ollama and hermes-agent for free.
🔥 Get 50% Discount on any A6000 or A5000 GPU rental, use following link and coupon:
https://bit.ly/fahd-mirza Coupon code: FahdMirza
🔥 Buy Me a Coffee to support the channel: https://ko-fi.com/fahdmirza
PLEASE FOLLOW ME:
▶ LinkedIn: / fahdmirza
▶ YouTube: / @fahdmirza
▶ Blog: https://www.fahdmirza.com
RESOURCES:
All rights reserved © Fahd Mirza