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Ajout du connecteur Hugging Face et mise à jour du Multi-IA
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import os
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import requests
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from modules.logger import log_event
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def interroger_huggingface(prompt: str, modele_cible="mistralai/Mistral-7B-Instruct-v0.3"):
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"""
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Connecteur pour l'API Serverless gratuite de Hugging Face.
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S'intègre nativement dans la boucle de repli de ai_engine.py.
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"""
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api_key = os.getenv("HUGGINGFACE_API_KEY")
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if not api_key:
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raise Exception("Clé API HuggingFace manquante dans le .env")
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url = f"https://api-inference.huggingface.co/models/{modele_cible}"
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headers = {
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"Authorization": f"Bearer {api_key}",
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"Content-Type": "application/json"
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}
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# Paramètres optimisés pour les LLMs d'instruction
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payload = {
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"inputs": prompt,
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"parameters": {
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"max_new_tokens": 2048,
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"return_full_text": False,
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"temperature": 0.7
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}
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}
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try:
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resp = requests.post(url, headers=headers, json=payload, timeout=60)
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if resp.status_code == 200:
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data = resp.json()
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if isinstance(data, list) and len(data) > 0 and "generated_text" in data[0]:
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texte = data[0]["generated_text"].strip()
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# Renvoie la signature exacte attendue par ai_engine (texte, couleur, fournisseur, modele)
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return texte, "#ffb000", "HuggingFace", modele_cible
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raise Exception(f"Erreur {resp.status_code} : {resp.text}")
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except Exception as e:
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log_event("WARNING", "HUGGINGFACE", f"Échec de la requête : {e}")
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raise e
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