liveBook · Manning

Self-hosting

As explained in Grokking AI Applications

Self-hosting is operating an application on infrastructure that an individual or organization owns or directly manages.

On-premises self-hosting means running an application on hardware that an individual or organization owns and directly manages. For an always-available GenAI app, that hardware must remain reachable through a stable public address. section 8.1

This approach gives an organization direct control and can suit strict-privacy requirements, but it requires purchasing, configuring, securing, and maintaining dedicated infrastructure. Renting a cloud VM offers similar management responsibilities without owning the physical machine. section 8.1

A deployment decision can compare three practical paths:

  • Self-host on dedicated hardware that you purchase and maintain. section 8.1
  • Manage a virtual machine rented from a cloud provider and install Langflow yourself. section 8.1
  • Use managed hosting when you want the provider to run the service. section 8.5

How Grokking AI Applications covers it

How deep it goes
Explains ownership, reachability, privacy, cost, and operational complexity, but does not detail hardware specifications or maintenance procedures.
Examples
Compares dedicated hardware, a self-managed cloud VM, and managed hosting for a continuously available Langflow application.
What it assumes
Assumes familiarity with an application such as Langflow and introduces infrastructure ownership, public reachability, and cloud resource rental.
What you can do after
Operate/configure a self-hosted Langflow deployment and distinguish it from cloud-managed alternatives.
How it connects
Connects self-hosting with cloud computing, virtual machines, managed hosting, Langflow, and stable public addresses.

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This explainer was generated by Manning's knowledge graph from the text of Grokking AI Applications. The section links point to the parts of the book it draws on.