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const axios = require('axios');
const Memory = require('../models/Memory');
/**
* Evolutionary Synthesis Engine
* Analyzes interactions to evolve the Architect's profile and generate directives.
*/
const evolveCore = async (userId, userMsg, aiMsg) => {
try {
const synthesisPrompt = `Analyze this interaction and evolve the Architect's Profile.
Identify:
1. Technical preferences (languages, frameworks).
2. Architectural style (minimalist, verbose, performance-focused).
3. Critical corrections (things the user disliked).
Interaction:
Architect: ${userMsg}
Codex: ${aiMsg}
Format as: [EVOLVED_DIRECTIVE]: <instruction>. If nothing significant, return "STABLE".`;
const response = await axios.post(
'https://api.cerebras.ai/v1/chat/completions',
{
model: 'llama3.1-8b',
messages: [{ role: 'system', content: 'You are the Codex Evolutionary Core.' }, { role: 'user', content: synthesisPrompt }],
temperature: 0.2
},
{
headers: {
'Authorization': `Bearer ${process.env.CEREBRAS_API_KEY}`,
'Content-Type': 'application/json'
}
}
);
const directive = response.data.choices[0].message.content;
if (directive && !directive.includes("STABLE")) {
await Memory.create({
userId,
content: directive,
type: 'directive'
});
}
} catch (err) {
console.error('Evolution Error:', err.message);
}
};
module.exports = { evolveCore }; |