Evolution MAIN.PY

history.json

@@ -0,0 +1,21 @@
+{
+    "e1464d87-5d53-4469-b21d-5d0dbeb4d515": {
+        "title": "Discussion du 05/10 09:53",
+        "pinned": false,
+        "messages": [
+            {
+                "user": "Génére un fichier kubejs pour améliorer les botany pots et leur vitesse de production.",
+                "ia": "Erreur Pipeline Minecraft: 'response'"
+            },
+            {
+                "user": "Génére un fichier kubejs pour améliorer les botany pots et leur vitesse de production.",
+                "ia": "Voici la traduction en français, tout en conservant les blocs de code, les noms de variables et les commandes Minecraft inchangés :\n\n```bash\n#!/usr/bin/kubectl run --replicas=1 --expose-port=8080 --name=botany_pots_enhancer --image=registry.apps.example.com/botany_pots_enhancer --namespace=example --restart=always\n```\n\nCette ligne de commande utilise `kubectl`, un outil de ligne de commande pour gérer Kubernetes, pour déployer une application. Voici une explication des options utilisées :\n\n- `run` : crée et démarre un nouveau pod ou un déploiement.\n- `--replicas=1` : spécifie que le déploiement doit contenir 1 réplica.\n- `--expose-port=8080` : expose le port 8080 de l'application pour qu'il soit accessible.\n- `--name=botany_pots_enhancer` : nomme le déploiement \"botany_pots_enhancer\".\n- `--image=registry.apps.example.com/botany_pots_enhancer` : spécifie l'image Docker à utiliser pour le déploiement.\n- `--namespace=example` : déploie le déploiement dans le namespace \"example\".\n- `--restart=always` : assure que le pod est redémarré en cas de panne."
+            }
+        ]
+    },
+    "9dc0f3cf-5f41-452c-bfba-12eb43da4cb2": {
+        "title": "Discussion du 05/10 10:06",
+        "pinned": false,
+        "messages": []
+    }
+}

main.py

@@ -3,12 +3,13 @@ import os
 import requests
 import json
 import uuid
+import asyncio
 from datetime import datetime
 from dotenv import load_dotenv
 
 load_dotenv()
 
-# --- 1. GESTION DE L'HISTORIQUE ---
+# --- 1. GESTION DE L'HISTORIQUE (EPINGLAGE, RENOMMAGE, SUPPRESSION) ---
 HISTORY_FILE = "history.json"
 
 def load_history():
@@ -24,25 +25,48 @@ def save_history(history_data):
 def create_new_session():
     session_id = str(uuid.uuid4())
     history = load_history()
-    history[session_id] = {
-        "title": f"Discussion du {datetime.now().strftime('%d/%m %H:%M')}",
-        "pinned": False,
-        "messages": []
-    }
+    history[session_id] = {"title": f"Discussion du {datetime.now().strftime('%d/%m %H:%M')}", "pinned": False, "messages": []}
     save_history(history)
     return session_id
 
+def render_history_list():
+    """Génère la liste HTML de l'historique avec les boutons d'action."""
+    history = load_history()
+    sorted_sessions = sorted(history.items(), key=lambda x: (not x[1].get('pinned', False), x[1]['title']), reverse=False)
     
-# --- 2. GESTION DU CATALOGUE ---
+    items = []
+    for sid, data in sorted_sessions:
+        pin_icon = "📍" if data.get('pinned') else "📌"
+        pin_color = "#10b981" if data.get('pinned') else "#94a3b8"
+        
+        item = Div(
+            Div(data['title'], cls="truncate flex-grow cursor-pointer"),
+            Div(
+                # Bouton Renommer
+                Button("✏️", cls="text-xs mx-1 hover:text-white", 
+                       onclick=f"let name = prompt('Nouveau nom:'); if(name) {{ htmx.ajax('POST', '/history/rename/{sid}', {{values: {{title: name}}, target: '#history-list'}}); }}"),
+                # Bouton Epingler
+                Button(pin_icon, style=f"color:{pin_color};", cls="text-xs mx-1 hover:text-white", 
+                       hx_post=f"/history/pin/{sid}", hx_target="#history-list"),
+                # Bouton Supprimer (Nouveau)
+                Button("🗑️", cls="text-xs hover:text-red-500", 
+                       onclick=f"if(confirm('Supprimer définitivement cette discussion ?')) {{ htmx.ajax('POST', '/history/delete/{sid}', {{target: '#history-list'}}); }}"),
+                cls="flex-shrink-0"
+            ),
+            cls="flex justify-between items-center history-btn w-full mb-1"
+        )
+        items.append(item)
+    return Div(*items, id="history-list", style="flex-grow: 1; overflow-y: auto;")
+
+
+# --- 2. GESTION DU CATALOGUE (GENERIQUE) ---
 MODELS_DATA = []
-
 def init_models():
     global MODELS_DATA
     MODELS_DATA = [
         {"id": "groq|llama3-8b-8192", "name": "Groq - Llama 3 (8B)", "is_free": True},
         {"id": "gemini|gemini-1.5-flash", "name": "Google - Gemini 1.5 Flash", "is_free": True},
-        {"id": "deepseek|deepseek-chat", "name": "DeepSeek - V3", "is_free": False},
-        {"id": "mistral|open-mistral-nemo", "name": "Mistral - Nemo", "is_free": True},
+        {"id": "deepseek|deepseek-coder", "name": "DeepSeek - Coder", "is_free": False}
     ]
     try:
         res = requests.get("https://openrouter.ai/api/v1/models", timeout=5)
@@ -52,18 +76,12 @@ def init_models():
                 m["name"] = f"OR - {m['name']}"
                 MODELS_DATA.append(m)
     except: pass
-
 init_models()
 
-def check_if_free(model):
-    if "is_free" in model: return model["is_free"]
-    if "free" in model.get("id", "").lower(): return True
-    return False
-
 def get_model_options(filter_type="all"):
     options = []
     for m in sorted(MODELS_DATA, key=lambda x: x['name']):
-        is_free = check_if_free(m)
+        is_free = m.get("is_free", "free" in m.get("id", "").lower())
         if filter_type == "free" and not is_free: continue
         if filter_type == "paid" and is_free: continue
         tag = "Gratuit" if is_free else "Payant"
@@ -71,63 +89,74 @@ def get_model_options(filter_type="all"):
     return Select(*options, name="model_id", cls="model-select", style="width: 100%;")
 
 
-# --- 3. MOTEUR D'INTELLIGENCE & PIPELINE MINECRAFT ---
+# --- 3. MOTEUR D'INTELLIGENCE & GESTION DES ERREURS ---
 def get_budget():
     mgmt_key = os.getenv("OPENROUTER_MANAGEMENT_KEY")
     if not mgmt_key: return "Clé manquante"
     try:
-        res = requests.get("https://openrouter.ai/api/v1/credits", headers={"Authorization": f"Bearer {mgmt_key}"}, timeout=5)
-        if res.status_code == 200:
-            data = res.json().get("data", {})
+        data = requests.get("https://openrouter.ai/api/v1/credits", headers={"Authorization": f"Bearer {mgmt_key}"}, timeout=5).json().get("data", {})
         return f"{data.get('total_credits', 0) - data.get('total_usage', 0):.4f} $"
-    except: pass
-    return "Erreur lecture"
+    except: return "Erreur lecture"
 
-def pipeline_minecraft(raw_msg):
-    """Chaînage: Qwen (Fr->En) -> Phuzzy -> Qwen (En->Fr)"""
+def handle_api_error(provider, raw_error):
+    sys_prompt = "Tu es un assistant technique. Une API distante a renvoyé l'erreur suivante. Traduis-la en français simplement et propose une explication claire pour aider l'utilisateur."
     try:
-        # Étape 1 : Traduction et optimisation (Qwen)
-        sys_in = "Translate and optimize this Minecraft modding request into a highly technical English prompt. Return ONLY the English text."
-        en_prompt = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"{sys_in}\n\n{raw_msg}", "stream": False}).json()["response"]
-        
-        # Étape 2 : Génération de l'expertise (Phuzzy)
-        phuzzy_res = requests.post("http://localhost:11434/api/generate", json={"model": "phuzzy/minecraft", "prompt": en_prompt, "stream": False}).json()["response"]
-        
-        # Étape 3 : Retraduction en français (Qwen)
-        sys_out = "Traduis cette réponse technique en français. IMPORTANT : Ne traduis SURTOUT PAS les blocs de code, les noms de variables, ou les commandes Minecraft."
-        final_fr = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"{sys_out}\n\n{phuzzy_res}", "stream": False}).json()["response"]
-        
-        return final_fr, "Qwen ➔ Phuzzy ➔ Qwen"
-    except Exception as e:
-        return f"Erreur Pipeline Minecraft: {e}", "Erreur"
-
-def pipeline_generic(raw_msg, provider, actual_model):
-    """Optimisation Qwen -> Modèle Distant"""
-    sys_opt = "Tu es un expert en ingénierie logicielle. Optimise cette demande pour un LLM codeur. Retourne UNIQUEMENT le prompt."
-    try:
-        opt_prompt = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"{sys_opt}\n\n{raw_msg}", "stream": False}).json()["response"]
+        qwen_res = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"{sys_prompt}\n\nErreur ({provider}): {raw_error}", "stream": False}, timeout=15).json()["response"]
+        return f"⚠️ **Alerte Serveur ({provider})**\n{qwen_res}"
     except:
-        opt_prompt = raw_msg
+        return f"⚠️ Erreur brute ({provider}) : {raw_error}"
 
+async def async_ask_llm(provider, actual_model, msg):
+    return await asyncio.to_thread(ask_llm, provider, actual_model, msg)
+
+def ask_llm(provider, actual_model, msg):
     try:
         if provider == "openrouter":
-            key = os.getenv("OPENROUTER_API_KEY")
-            res = requests.post("https://openrouter.ai/api/v1/chat/completions", headers={"Authorization": f"Bearer {key}"}, json={"model": actual_model, "messages": [{"role": "user", "content": opt_prompt}]})
+            res = requests.post("https://openrouter.ai/api/v1/chat/completions", headers={"Authorization": f"Bearer {os.getenv('OPENROUTER_API_KEY')}"}, json={"model": actual_model, "messages": [{"role": "user", "content": msg}]})
+            if res.status_code != 200: return handle_api_error(provider, res.text)
             return res.json()["choices"][0]["message"]["content"]
+            
         elif provider == "groq":
-            key = os.getenv("GROQ_API_KEY")
-            res = requests.post("https://api.groq.com/openai/v1/chat/completions", headers={"Authorization": f"Bearer {key}"}, json={"model": actual_model, "messages": [{"role": "user", "content": opt_prompt}]})
+            res = requests.post("https://api.groq.com/openai/v1/chat/completions", headers={"Authorization": f"Bearer {os.getenv('GROQ_API_KEY')}"}, json={"model": actual_model, "messages": [{"role": "user", "content": msg}]})
+            if res.status_code != 200: return handle_api_error(provider, res.text)
             return res.json()["choices"][0]["message"]["content"]
+            
         elif provider == "gemini":
-            key = os.getenv("GEMINI_API_KEY")
-            res = requests.post(f"https://generativelanguage.googleapis.com/v1beta/models/{actual_model}:generateContent?key={key}", json={"contents": [{"parts": [{"text": opt_prompt}]}]})
+            res = requests.post(f"https://generativelanguage.googleapis.com/v1beta/models/{actual_model}:generateContent?key={os.getenv('GEMINI_API_KEY')}", json={"contents": [{"parts": [{"text": msg}]}]})
+            if res.status_code != 200: return handle_api_error(provider, res.text)
             return res.json()["candidates"][0]["content"]["parts"][0]["text"]
-        return f"API non reconnue : {provider}"
+            
+        return handle_api_error(provider, "Fournisseur non implémenté.")
     except Exception as e:
-        return f"Erreur API ({provider}) : {e}"
+        return handle_api_error(provider, str(e))
 
 
-# --- 4. INTERFACE UTILISATEUR & SERVEUR WEB ---
+# --- 4. PIPELINES DE TRAITEMENT ---
+def pipeline_minecraft(raw_msg):
+    try:
+        en_prompt = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"Translate this Minecraft modding request into technical English. Return ONLY English text.\n\n{raw_msg}", "stream": False}).json()["response"]
+        phuzzy_res = requests.post("http://localhost:11434/api/generate", json={"model": "phuzzy:latest", "prompt": en_prompt, "stream": False}).json()["response"]
+        final_fr = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"Traduis les explications techniques en français. NE TRADUIS PAS le code.\n\n{phuzzy_res}", "stream": False}).json()["response"]
+        return final_fr, "Qwen ➔ Phuzzy ➔ Qwen"
+    except Exception as e:
+        return handle_api_error("Ollama Local", str(e)), "Erreur Locale"
+
+async def pipeline_consolidated(raw_msg):
+    try:
+        opt_prompt = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"Optimise cette demande pour des LLM codeurs. Sois ultra précis.\n\n{raw_msg}", "stream": False}).json()["response"]
+        rep_groq, rep_gemini = await asyncio.gather(
+            async_ask_llm("groq", "llama3-8b-8192", opt_prompt),
+            async_ask_llm("gemini", "gemini-1.5-flash", opt_prompt)
+        )
+        sys_synth = "Tu es un Architecte Logiciel Senior. Voici la même demande traitée par deux IA différentes. Lis leurs propositions, corrige les erreurs potentielles, garde le meilleur des deux, et génère le code final absolu et parfait en français."
+        final_prompt = f"{sys_synth}\n\n--- IA 1 (Groq) ---\n{rep_groq}\n\n--- IA 2 (Gemini) ---\n{rep_gemini}"
+        final_res = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": final_prompt, "stream": False}).json()["response"]
+        return final_res, "Qwen ➔ [Groq + Gemini] ➔ Synthèse Qwen"
+    except Exception as e:
+        return handle_api_error("Pipeline Multi-IA", str(e)), "Erreur Consolidation"
+
+
+# --- 5. INTERFACE UTILISATEUR & ROUTES ---
 theme_hdrs = [
     Script(src="https://cdn.tailwindcss.com"),
     Script(src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"),
@@ -140,20 +169,33 @@ theme_hdrs = [
         .chat-container { flex-grow: 1; overflow-y: auto; margin-bottom: 20px; border: 1px solid #333; padding: 15px; border-radius: 8px; background: #151e2e; }
         .input-row { display: flex; gap: 10px; align-items: flex-end; width: 100%; background: #1e293b; padding: 10px; border-radius: 10px; border: 1px solid #333;}
         .input-box { flex-grow: 1; padding: 12px; border-radius: 5px; background: #2a2a35; border: 1px solid #444; color: white; outline: none; }
+        .file-upload-btn { background: #2a2a35; border: 1px solid #444; color: #94a3b8; padding: 12px; border-radius: 5px; cursor: pointer; font-size:14px; display: flex; align-items:center;}
         .model-select { padding: 12px; border-radius: 5px; background: #2a2a35; border: 1px solid #444; color: #00e5ff; outline: none; font-weight: bold; cursor: pointer;}
-        .send-btn { padding: 12px 24px; border-radius: 5px; background: #00e5ff; color: #0f172a; font-weight: bold; cursor: pointer; border: none; transition: 0.2s; }
+        .send-btn { padding: 12px 24px; border-radius: 5px; background: #00e5ff; color: #0f172a; font-weight: bold; cursor: pointer; border: none; }
         .msg-user { color: #00e5ff; font-size: 12px; font-weight: bold; margin-bottom: 2px; margin-top: 15px;}
         .msg-ia { color: #a855f7; font-size: 12px; font-weight: bold; margin-bottom: 2px; margin-top: 15px;}
         .bubble-user { background: #1e293b; padding: 10px; border-radius: 5px; display: inline-block; color: white; border: 1px solid #333;}
-        .bubble-ia { background: #1e293b; padding: 15px; border-radius: 8px; display: block; color: #e2e8f0; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1); }
+        .bubble-ia { background: #1e293b; padding: 15px; border-radius: 8px; display: block; color: #e2e8f0; }
         .bubble-ia pre { background: #111827; padding: 15px; border-radius: 8px; margin-top: 10px; position: relative; border: 1px solid #333;}
         .context-radio-group { display: flex; gap: 15px; background: #1e293b; padding: 10px 15px; border-radius: 8px; border: 1px solid #333; margin-bottom: 10px; width: fit-content; }
         .htmx-indicator { display: none; position: absolute; bottom: 120px; left: 50%; transform: translateX(-50%); background: rgba(15, 23, 42, 0.9); border: 1px solid #00e5ff; padding: 15px 30px; border-radius: 50px; color: #00e5ff; font-weight: bold;}
         .htmx-request .htmx-indicator { display: block; }
-        .history-btn { background: #2a2a35; color: #e2e8f0; border: 1px solid #444; padding: 8px; border-radius: 5px; cursor: pointer; text-align: left; margin-bottom: 5px; font-size: 13px; }
-        .history-btn:hover { background: #38bdf8; color: #0f172a; }
+        .history-btn { background: #2a2a35; color: #e2e8f0; border: 1px solid #444; padding: 8px; border-radius: 5px; }
     """),
     Script("""
+        function updateUI() {
+            let ctx = document.querySelector('input[name="context_type"]:checked').value;
+            let modBox = document.getElementById('model-selection-area');
+            if(ctx === 'minecraft' || ctx === 'consolidated') { modBox.style.display = 'none'; } 
+            else { modBox.style.display = 'flex'; }
+        }
+        
+        function updateFileCount(input) {
+            let label = document.getElementById('file-label-text');
+            if(input.files.length > 0) { label.innerText = `📎 ${input.files.length} fichier(s)`; label.style.color = '#00e5ff'; }
+            else { label.innerText = '📎 Fichiers'; label.style.color = '#94a3b8'; }
+        }
+
         htmx.onLoad(function(content) {
             content.querySelectorAll('.bubble-ia:not(.rendered)').forEach(function(el) {
                 el.innerHTML = marked.parse(el.textContent);
@@ -167,59 +209,123 @@ theme_hdrs = [
 
 app, rt = fast_app(hdrs=theme_hdrs)
 
+@rt('/history/pin/{sid}')
+def post_pin(sid: str):
+    history = load_history()
+    if sid in history:
+        history[sid]['pinned'] = not history[sid].get('pinned', False)
+        save_history(history)
+    return render_history_list()
+
+@rt('/history/rename/{sid}')
+def post_rename(sid: str, title: str):
+    history = load_history()
+    if sid in history:
+        history[sid]['title'] = title
+        save_history(history)
+    return render_history_list()
+
+@rt('/history/delete/{sid}')
+def post_delete(sid: str):
+    """Nouveau : Route pour la suppression d'une conversation."""
+    history = load_history()
+    if sid in history:
+        del history[sid]
+        save_history(history)
+    return render_history_list()
+
+@rt('/export_models')
+def get_export_models():
+    """Nouveau : Route pour extraire tous les modèles, trier par type et télécharger en TXT."""
+    txt_content = "=== CATALOGUE DES MODÈLES (OPENROUTER & LOCAUX) ===\n\n"
+    
+    try:
+        res = requests.get("https://openrouter.ai/api/v1/models", timeout=10)
+        if res.status_code == 200:
+            for m in res.json().get("data", []):
+                name = m.get('name', 'Inconnu')
+                m_id = m.get('id', 'Inconnu')
+                desc = str(m.get('description', '')).replace('\n', ' ')
+                desc_courte = desc[:150] + "..." if len(desc) > 150 else desc
+                
+                # Détection intelligente du domaine de spécialité
+                usage = "Général / Texte"
+                arch_mod = str(m.get('architecture', {}).get('modality', '')).lower()
+                m_id_lower = m_id.lower()
+                
+                if "vision" in arch_mod or "vision" in m_id_lower or "vl" in m_id_lower or "image" in arch_mod:
+                    usage = "Vision (Analyse d'images & Multimodal)"
+                elif "coder" in m_id_lower or "code" in m_id_lower or "math" in m_id_lower:
+                    usage = "Codage & Mathématiques"
+                elif "video" in m_id_lower:
+                    usage = "Vidéo"
+                elif "rp" in m_id_lower or "uncensored" in m_id_lower or "roleplay" in m_id_lower:
+                    usage = "Non-censuré / Roleplay"
+                    
+                # Détection du prix
+                pricing = m.get('pricing', {})
+                p_prompt = float(pricing.get('prompt', -1))
+                p_comp = float(pricing.get('completion', -1))
+                cout = "Gratuit" if p_prompt == 0.0 and p_comp == 0.0 else f"Payant (In: {p_prompt}, Out: {p_comp})"
+                
+                txt_content += f"Nom : {name}\nID : {m_id}\nTarif : {cout}\nSpécialité : {usage}\nDescription : {desc_courte}\n{'-'*60}\n"
+    except Exception as e:
+        txt_content += f"Erreur de récupération : {e}\n"
+
+    return Response(txt_content, media_type="text/plain", headers={"Content-Disposition": "attachment; filename=modeles_ia.txt"})
+
+
 @rt('/')
 def get():
     session_id = create_new_session()
-    history = load_history()
-    
-    # Rendu de la liste d'historique
-    history_list = []
-    for sid, data in sorted(history.items(), key=lambda x: x[1]['title'], reverse=True):
-        pin_icon = "📌 " if data.get('pinned') else "💬 "
-        history_list.append(Button(pin_icon + data['title'], cls="history-btn w-full"))
-
     return Title("AETHAS38 Multi-IA"), Body(
         Div(
             Div(
                 H2("AETHAS 38", style="color:#00e5ff; font-weight:bold; font-size:24px;"),
                 P("Tech Core - Multi IA", style="color:#a855f7; margin-bottom: 20px;"),
                 
-                # Zone Historique
                 Div(
-                    H3("Historique", style="color:#94a3b8; font-size:12px; font-weight:bold; margin-bottom:10px;"),
-                    Div(*history_list, style="flex-grow: 1; overflow-y: auto;"),
-                    style="display:flex; flex-direction:column; flex-grow:1; margin-bottom: 10px;"
+                    H3("Historique de Code", style="color:#94a3b8; font-size:12px; font-weight:bold; margin-bottom:10px;"),
+                    render_history_list(),
+                    style="display:flex; flex-direction:column; flex-grow:1; margin-bottom: 10px; overflow:hidden;"
                 ),
                 
+                # Nouveau bouton d'extraction des modèles
+                A(Button("📥 Exporter Modèles (.txt)", cls="history-btn w-full mt-2 text-center", style="background:#0f172a; border-color:#00e5ff; color:#00e5ff; font-weight:bold;"), href="/export_models", download="modeles.txt"),
+                
                 Div(
                     P("BUDGET OPENROUTER", style="color:#94a3b8; font-size:10px; font-weight:bold; margin-bottom:5px;"),
                     P(get_budget(), id="budget-display", style="color:#10b981; font-size:18px; font-weight:bold;"),
-                    cls="budget-box"
+                    cls="budget-box", style="margin-top:15px;"
                 ),
                 cls="sidebar"
             ),
             Div(
                 Div(id="chat-history", cls="chat-container"),
-                Div("⚙️ Traitement IA en cours...", id="loading-tracker", cls="htmx-indicator"),
+                Div("⚙️ Traitement de l'Architecture IA en cours...", id="loading-tracker", cls="htmx-indicator"),
                 
                 Form(
                     Input(type="hidden", name="session_id", value=session_id),
                     Div(
-                        Label(Input(type="radio", name="context_type", value="generic", checked=True), " 💻 Code Générique (Local+Distant)"),
-                        Label(Input(type="radio", name="context_type", value="minecraft"), " ⛏️ Minecraft (100% Local Phuzzy)"),
+                        Label(Input(type="radio", name="context_type", value="generic", checked=True, onchange="updateUI()"), " 💻 Code Générique (Modèle Unique)"),
+                        Label(Input(type="radio", name="context_type", value="consolidated", onchange="updateUI()"), " 🧠 Consolidation (Multi-IA ➔ Qwen)"),
+                        Label(Input(type="radio", name="context_type", value="minecraft", onchange="updateUI()"), " ⛏ Minecraft (100% Local)"),
                         cls="context-radio-group text-sm text-white flex gap-4"
                     ),
                     Div(
                         Select(Option("Tous les modèles", value="all"), Option("Gratuits", value="free"), Option("Payants", value="paid"), name="filter_type", cls="model-select", hx_get="/filter_models", hx_target="#model-select-wrapper", style="width: 250px;"),
                         Div(get_model_options("all"), id="model-select-wrapper", style="flex-grow: 1;"),
-                        cls="flex gap-2 mb-2 w-full"
+                        cls="flex gap-2 mb-2 w-full", id="model-selection-area"
                     ),
                     Div(
-                        Input(type="text", name="msg", placeholder="Instructions...", cls="input-box", required=True),
+                        # Le tag multiple permet nativement de sélectionner 10, 50, ou 100+ fichiers simultanément
+                        Input(type="file", name="fichiers", id="file-upload", multiple=True, style="display:none;", onchange="updateFileCount(this)"),
+                        Label(Span("📎 Fichiers", id="file-label-text"), _for="file-upload", cls="file-upload-btn"),
+                        Input(type="text", name="msg", placeholder="Insérez votre requête...", cls="input-box", required=True),
                         Button("Envoyer", type="submit", cls="send-btn"),
                         cls="input-row"
                     ),
-                    hx_post="/chat", hx_target="#chat-history", hx_swap="beforeend", hx_indicator="#loading-tracker"
+                    hx_post="/chat", hx_target="#chat-history", hx_swap="beforeend", hx_indicator="#loading-tracker", enctype="multipart/form-data"
                 ),
                 cls="main-content"
             ),
@@ -231,29 +337,44 @@ def get():
 def get(filter_type: str): return get_model_options(filter_type)
 
 @rt('/chat')
-async def post(msg: str, model_id: str, session_id: str, context_type: str = "generic"):
+async def post(msg: str, model_id: str, session_id: str, context_type: str = "generic", fichiers: list[UploadFile] = None):
+    files_context = ""
+    noms_fichiers = []
+    if fichiers:
+        for f in fichiers:
+            if f.filename:
+                noms_fichiers.append(f.filename)
+                try: files_context += f"\n--- {f.filename} ---\n{(await f.read()).decode('utf-8')}\n"
+                except: files_context += f"\n--- {f.filename} (Binaire ignoré) ---\n"
+    
+    full_req = f"Fichiers fournis:\n{files_context}\nDemande: {msg}" if files_context else msg
 
-    # 1. Sélection du traitement selon le contexte
     if context_type == "minecraft":
-        ia_reponse, pipeline_info = pipeline_minecraft(msg)
+        ia_reponse, pipeline_info = pipeline_minecraft(full_req)
         nom_affichage = "Local - Phuzzy/Minecraft"
+    
+    elif context_type == "consolidated":
+        ia_reponse, pipeline_info = await pipeline_consolidated(full_req)
+        nom_affichage = "Qwen Synthèse (via Groq/Gemini)"
+        
     else:
+        opt_prompt = requests.post("http://localhost:11434/api/generate", json={"model": "qwen2.5-coder:7b", "prompt": f"Optimise cette demande pour un LLM codeur. Retourne UNIQUEMENT le prompt.\n\n{full_req}", "stream": False}).json()["response"]
         parts = model_id.split("|", 1)
         provider, actual_model = parts[0], parts[1] if len(parts) > 1 else model_id
-        ia_reponse = pipeline_generic(msg, provider, actual_model)
+        ia_reponse = ask_llm(provider, actual_model, opt_prompt)
         nom_affichage = f"{provider.capitalize()} - {actual_model.split('/')[-1]}"
-        pipeline_info = "Qwen ➔ API Distante"
+        pipeline_info = "Qwen ➔ API Distante Unique"
 
-    # 2. Sauvegarde dans l'historique
     history = load_history()
     if session_id in history:
         history[session_id]["messages"].append({"user": msg, "ia": ia_reponse})
         save_history(history)
 
-    # 3. Affichage
+    info_fichiers = f"<br><span style='color:#a855f7; font-size:10px;'>📎 {len(noms_fichiers)} fichier(s) joint(s)</span>" if noms_fichiers else ""
     info_local = f"<br><span style='color:#38bdf8; font-size:10px;'>⚙️ Pipeline : {pipeline_info}</span>"
+    
     chat_bubble = Div(
-        P("Vous", cls="msg-user"), Div(NotStr(f"{msg}{info_local}"), cls="bubble-user"),
+        P("Vous", cls="msg-user"), Div(NotStr(f"{msg}{info_fichiers}{info_local}"), cls="bubble-user"),
         P(f"AETHAS38 ({nom_affichage})", cls="msg-ia"), Div(ia_reponse, cls="bubble-ia")
     )