Building My Own Local AI Coding Assistant on an 8GB Celeron Laptop

Description and use

<p>I've started working on a project I've wanted to experiment with for a while: building my own local AI assistant, with the eventual goal of having it help me with development work.</p> <p>There is one slight complication.</p> <p>My development laptop isn't exactly an AI workstation.</p> <p>We're talking:</p> <ul> <li>Intel Celeron N4000</li> <li>2 cores / 2 threads</li> <li>8 GB RAM</li> <li>Intel UHD Graphics 600</li> <li>Windows 11</li> </ul> <p>No dedicated GPU. No 32 GB or 64 GB of RAM. No monster Ryzen or Core i9 sitting under the desk.</p> <p>Just a little Celeron doing its best.</p>

Problem

<p>I've started working on a project I've wanted to experiment with for a while: building my own local AI assistant, with the eventual goal of having it help me with development work.</p> <p>There is one slight complication.</p> <p>My development laptop isn't exactly an AI workstation.</p> <p>We're talking:</p> <ul> <li>Intel Celeron N4000</li> <li>2 cores / 2 threads</li> <li>8 GB RAM</li> <li>Intel UHD Graphics 600</li> <li>Windows 11</li> </ul> <p>No dedicated GPU. No 32 GB or 64 GB of RAM. No monster Ryzen or Core i9 sitting under the desk.</p> <p>Just a little Celeron doing its best.</p>

Outcome

<p>I've started working on a project I've wanted to experiment with for a while: building my own local AI assistant, with the eventual goal of having it help me with development work.</p> <p>There is one slight complication.</p> <p>My development laptop isn't exactly an AI workstation.</p> <p>We're talking:</p> <ul> <li>Intel Celeron N4000</li> <li>2 cores / 2 threads</li> <li>8 GB RAM</li> <li>Intel UHD Graphics 600</li> <li>Windows 11</li> </ul> <p>No dedicated GPU. No 32 GB or 64 GB of RAM. No monster Ryzen or Core i9 sitting under the desk.</p> <p>Just a little Celeron doing its best.</p>

Evidence

Building My Own Local AI Coding Assistant on an 8GB Celeron Laptop

Source