in middleware/utils/profileAnalyzer.js [9:50]
async function analyzeProfileContent(markdownContent) {
try {
const apiKey = getEnv("GOOGLE_API_KEY")
const genAI = new GoogleGenerativeAI(apiKey);
// Create a prompt for the LLM
const prompt = `
You are an expert performance engineer. Please analyze this CPU profile data and provide insights:
1. What are the main performance bottlenecks?
2. Which functions or areas of code need optimization?
3. What specific recommendations would you make to improve performance?
Profile data:
${markdownContent}
Please provide a concise, actionable analysis based on this profile data.
`;
// Get the generative model
const model = genAI.getGenerativeModel({ model: "gemini-1.5-flash" });
// Make the API call
const result = await model.generateContent({
contents: [
{
role: "user",
parts: [{ text: prompt }]
}
],
generationConfig: {
temperature: 0.2,
maxOutputTokens: 2000,
}
});
const response = result.response;
return response.text();
} catch (error) {
console.error("Error analyzing profile:", error);
throw new Error(`Failed to analyze profile: ${error.message}`);
}
}