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Stephen Aitken
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Hereâs a clean, step-by-step walkthrough to set up
Continue.dev
on Windows.
What is Continue?
Continue.dev
is an open-source AI coding assistant that runs inside your IDE (mainly
Visual Studio Code
). It can connect to OpenAI, local models (like
Ollama
), or other providers.
Since youâre working on SYMBI/Yseeku and doing local model experiments, Iâll show:
Basic cloud setup (OpenAI)
Local model setup (Ollama)
Common Windows gotchas
â
OPTION 1 â Quick Setup (OpenAI API)
Step 1 â Install VS Code
Download and install:
ð
https://code.visualstudio.com
Make sure âAdd to PATHâ is checked during install.
Step 2 â Install Continue Extension
Open VS Code
Go to Extensions (
Ctrl + Shift + X
)
Search:
Continue
Install the extension by Continue.dev
Step 3 â Add Your API Key
Press
Ctrl + Shift + P
Type:
Continue: Open Config
Add your OpenAI key
Example config:
JSON
{
"models": [
{
"title":
"GPT-4o"
,
"provider":
"openai"
,
"model":
"gpt-4o"
,
"apiKey":
"YOUR_OPENAI_API_KEY"
}
],
"defaultModel":
"GPT-4o"
}
Save â reload VS Code.
You now have inline AI coding.
â
OPTION 2 â Local Setup (Ollama on Windows)
This is likely more aligned with your experimentation.
Step 1 â Install Ollama
Download:
ð
https://ollama.com/download
Install for Windows.
Verify in PowerShell:
PowerShell
ollama
--
version
Step 2 â Pull a Model
Example:
PowerShell
ollama
pull
llama3
or
PowerShell
ollama
pull
codellama
Step 3 â Test It
PowerShell
ollama
run
llama3
If it responds, you're good.
Step 4 â Connect Continue to Ollama
Open Continue config again:
Ctrl + Shift + P
â
Continue: Open Config
Use this:
JSON
{
"models": [
{
"title":
"Local Llama3"
,
"provider":
"ollama"
,
"model":
"llama3"
,
"apiBase":
"http://localhost:11434"
}
],
"defaultModel":
"Local Llama3"
}
Save + reload VS Code.
You now have fully local AI coding.
ð¥ Advanced: Hybrid Setup (Recommended for You)
You can define multiple models:
JSON
{
"models": [
{
"title":
"Fast Local"
,
"provider":
"ollama"
,
"model":
"llama3"
,
"apiBase":
"http://localhost:11434"
},
{
"title":
"Heavy Reasoning"
,
"provider":
"openai"
,
"model":
"gpt-4o"
,
"apiKey":
"YOUR_OPENAI_API_KEY"
}
],
"defaultModel":
"Fast Local"
}
Switch between them inside Continue UI.
This gives:
Local autocomplete
Cloud deep reasoning when needed
â ï¸ Common Windows Issues
â Ollama not recognized
Fix:
Restart PowerShell
Or reboot
Ensure added to PATH
â Port 11434 blocked
Check:
PowerShell
netstat
-
ano
|
findstr
11434
â Slow local model
Ensure youâre not on CPU-only mode if you have GPU
NVIDIA users: install CUDA drivers
Ollama auto-detects GPU
ð¡ Optional: Run Continue in WSL (Cleaner Dev Environment)
If you're doing serious backend work:
Install:
Windows Subsystem for Linux
Ubuntu
Install Ollama inside WSL
Use VS Code âRemote WSLâ
This avoids Windows path weirdness.
ð¯ If You Want It Optimized for Your Use Case
Given you're:
Working on AI infra
Testing scoring engines
Building Telegram bots
I can:
Configure Continue for multi-agent workflows
Connect it to your SYMBI local models
Add custom system prompts
Enable repo-aware refactoring mode
Tell me:
Local models only or hybrid?
GPU or CPU?
Are you using WSL?
And Iâll tailor it precisely to your setup.
ChatGPT can make mistakes. Check important info.