llm_lab_perso/run-api.ps1

# PowerShell script to launch the LLM Lab API server autonomously
Write-Host "=== LLM Lab API Server Automatic Launch for Cursor and Obsidian ===" -ForegroundColor Green

# Function to check if a process is running
function Test-ProcessRunning {
    param (
        [string]$ProcessName
    )
    return (Get-Process -Name $ProcessName -ErrorAction SilentlyContinue)
}

# Function to start Ollama if not already running
function Start-OllamaIfNeeded {
    if (-not (Test-ProcessRunning -ProcessName "ollama")) {
        Write-Host "Starting Ollama..." -ForegroundColor Yellow
        
        # Find Ollama location
        $ollamaPath = "C:\Program Files\Ollama\ollama.exe"
        
        if (Test-Path -Path $ollamaPath) {
            # Start Ollama in background
            Start-Process -FilePath $ollamaPath -WindowStyle Minimized
            Write-Host "Ollama started. Waiting for server initialization..." -ForegroundColor Green
            Start-Sleep -Seconds 5  # Wait for Ollama server to start
        } else {
            Write-Host "Unable to find Ollama. Please ensure it is installed." -ForegroundColor Red
            Write-Host "You can download it from https://ollama.com/download/windows" -ForegroundColor Yellow
        }
    } else {
        Write-Host "Ollama is already running." -ForegroundColor Green
    }
}

# Check if virtual environment exists
if (-not (Test-Path -Path ".\llmlab")) {
    Write-Host "Virtual environment not found. Please run setup_env.bat to create it." -ForegroundColor Red
    exit 1
}

# Start Ollama automatically if needed
Start-OllamaIfNeeded

# Activate virtual environment
Write-Host "Activating virtual environment..." -ForegroundColor Cyan
try {
    & .\llmlab\Scripts\Activate.ps1
} catch {
    Write-Host "Error activating virtual environment: $_" -ForegroundColor Red
    Write-Host "Trying alternative activation..." -ForegroundColor Yellow
    & cmd /c ".\llmlab\Scripts\activate.bat && powershell -NoExit"
    exit 1
}

# Check that Flask and Flask-CORS are installed
Write-Host "Checking dependencies..." -ForegroundColor Cyan
$flaskInstalled = $false
$flaskCorsInstalled = $false

try {
    $modules = pip list
    $flaskInstalled = $modules -match "flask" -and $modules -notmatch "flask-cors"
    $flaskCorsInstalled = $modules -match "flask-cors"
} catch {
    Write-Host "Error checking modules: $_" -ForegroundColor Red
}

# Install missing dependencies
if (-not $flaskInstalled) {
    Write-Host "Installing Flask..." -ForegroundColor Yellow
    pip install flask
}

if (-not $flaskCorsInstalled) {
    Write-Host "Installing Flask-CORS..." -ForegroundColor Yellow
    pip install flask-cors
}

# Check if Ollama is ready
$ollamaReady = $false
$retryCount = 0
$maxRetries = 5

Write-Host "Checking if Ollama server is ready..." -ForegroundColor Cyan
while (-not $ollamaReady -and $retryCount -lt $maxRetries) {
    try {
        $ollamaResponse = Invoke-WebRequest -Uri "http://localhost:11434/api/tags" -UseBasicParsing -ErrorAction SilentlyContinue
        if ($ollamaResponse.StatusCode -eq 200) {
            $ollamaReady = $true
            $models = ($ollamaResponse.Content | ConvertFrom-Json).models
            $modelCount = $models.Length
            
            Write-Host "Ollama is ready with $modelCount available models." -ForegroundColor Green
            
            # Display available models
            if ($modelCount -gt 0) {
                Write-Host "Available models:" -ForegroundColor Cyan
                foreach ($model in $models) {
                    Write-Host "  - $($model.name)" -ForegroundColor Cyan
                }
            }
        }
    } catch {
        $retryCount++
        if ($retryCount -lt $maxRetries) {
            Write-Host "Ollama not ready yet. Retrying in 3 seconds..." -ForegroundColor Yellow
            Start-Sleep -Seconds 3
        } else {
            Write-Host "Unable to connect to Ollama after several attempts." -ForegroundColor Red
            Write-Host "API server will start, but Ollama models might not be available." -ForegroundColor Yellow
        }
    }
}

# Start the API server
Write-Host "`nStarting API server on http://localhost:8000..." -ForegroundColor Green
Write-Host "Available endpoints:" -ForegroundColor Cyan
Write-Host "  - http://localhost:8000/v1/chat/completions (OpenAI/Cursor compatible)" -ForegroundColor Cyan
Write-Host "  - http://localhost:8000/v1/models (model list)" -ForegroundColor Cyan
Write-Host "  - http://localhost:8000/generate (simplified API for Obsidian)" -ForegroundColor Cyan
Write-Host "  - http://localhost:8000/health (server status)" -ForegroundColor Cyan
Write-Host "`nUse Ctrl+C to stop the server" -ForegroundColor Yellow

# Run the server in background if -Background parameter is specified
$runInBackground = $args -contains "-background" -or $args -contains "-b"

if ($runInBackground) {
    Write-Host "Starting server in background..." -ForegroundColor Green
    Start-Process -FilePath "python" -ArgumentList "api_server.py" -WindowStyle Minimized
    Write-Host "API server started in background. Use 'Get-Process python' to check its status." -ForegroundColor Green
    
    # Keep virtual environment active
    Write-Host "Virtual environment remains active. Type 'deactivate' to deactivate it." -ForegroundColor Yellow
} else {
    # Normal server execution
    python api_server.py

    # This code will only run after server shutdown
    Write-Host "`nAPI server stopped." -ForegroundColor Cyan
    Write-Host "Deactivating virtual environment..." -ForegroundColor Cyan
    deactivate 
}