MAIN.PY 1.1

main.py

@@ -1,24 +1,47 @@
 from fasthtml.common import *
 import os
 import requests
-import base64
+import json
+import uuid
+from datetime import datetime
 from dotenv import load_dotenv
 
 load_dotenv()
 
-# --- 1. GESTION DU CATALOGUE (Identique) ---
+# --- 1. GESTION DE L'HISTORIQUE ---
+HISTORY_FILE = "history.json"
+
+def load_history():
+    if not os.path.exists(HISTORY_FILE): return {}
+    with open(HISTORY_FILE, "r", encoding="utf-8") as f:
+        try: return json.load(f)
+        except: return {}
+
+def save_history(history_data):
+    with open(HISTORY_FILE, "w", encoding="utf-8") as f:
+        json.dump(history_data, f, indent=4, ensure_ascii=False)
+
+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": []
+    }
+    save_history(history)
+    return session_id
+
+
+# --- 2. GESTION DU CATALOGUE ---
 MODELS_DATA = []
 
 def init_models():
     global MODELS_DATA
     MODELS_DATA = [
         {"id": "groq|llama3-8b-8192", "name": "Groq - Llama 3 (8B)", "is_free": True},
-        {"id": "groq|llama3-70b-8192", "name": "Groq - Llama 3 (70B)", "is_free": True},
-        {"id": "groq|mixtral-8x7b-32768", "name": "Groq - Mixtral 8x7B", "is_free": True},
         {"id": "gemini|gemini-1.5-flash", "name": "Google - Gemini 1.5 Flash", "is_free": True},
-        {"id": "gemini|gemini-1.5-pro", "name": "Google - Gemini 1.5 Pro", "is_free": False},
         {"id": "deepseek|deepseek-chat", "name": "DeepSeek - V3", "is_free": False},
-        {"id": "deepseek|deepseek-coder", "name": "DeepSeek - Coder", "is_free": False},
         {"id": "mistral|open-mistral-nemo", "name": "Mistral - Nemo", "is_free": True},
     ]
     try:
@@ -35,10 +58,6 @@ 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
-    try:
-        pricing = model.get("pricing", {})
-        if float(pricing.get("prompt", -1)) == 0.0 and float(pricing.get("completion", -1)) == 0.0: return True
-    except: pass
     return False
 
 def get_model_options(filter_type="all"):
@@ -52,8 +71,7 @@ def get_model_options(filter_type="all"):
     return Select(*options, name="model_id", cls="model-select", style="width: 100%;")
 
 
-# --- 2. MOTEUR D'INTELLIGENCE & FICHIERS ---
+# --- 3. MOTEUR D'INTELLIGENCE & PIPELINE MINECRAFT ---
-
 def get_budget():
     mgmt_key = os.getenv("OPENROUTER_MANAGEMENT_KEY")
     if not mgmt_key: return "Clé manquante"
@@ -65,141 +83,83 @@ def get_budget():
     except: pass
     return "Erreur lecture"
 
-def optimize_prompt_with_ollama(raw_msg, files_context):
+def pipeline_minecraft(raw_msg):
-    """Envoie la requête brute à Qwen2.5 local pour générer un prompt expert parfait."""
+    """Chaînage: Qwen (Fr->En) -> Phuzzy -> Qwen (En->Fr)"""
-    system_prompt = "Tu es un expert en ingénierie logicielle. Reformule la demande de l'utilisateur pour la rendre parfaite, technique et explicite pour un LLM codeur. Retourne UNIQUEMENT le prompt optimisé, sans bavardage."
-    full_request = f"Fichiers fournis : {files_context}\n\nDemande utilisateur : {raw_msg}" if files_context else raw_msg
-    
     try:
-        res = requests.post("http://localhost:11434/api/generate", json={
+        # Étape 1 : Traduction et optimisation (Qwen)
-            "model": "qwen2.5-coder:7b",
+        sys_in = "Translate and optimize this Minecraft modding request into a highly technical English prompt. Return ONLY the English text."
-            "prompt": f"{system_prompt}\n\n{full_request}",
+        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"]
-            "stream": False
+        
-        }, timeout=30)
+        # Étape 2 : Génération de l'expertise (Phuzzy)
-        if res.status_code == 200:
+        phuzzy_res = requests.post("http://localhost:11434/api/generate", json={"model": "phuzzy/minecraft", "prompt": en_prompt, "stream": False}).json()["response"]
-            return res.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:
-        print(f"Erreur Ollama : {e}")
+        return f"Erreur Pipeline Minecraft: {e}", "Erreur"
-        return full_request # Fallback sur le prompt brut si Ollama est éteint
+
-    return full_request
+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"]
+    except:
+        opt_prompt = raw_msg
         
-def ask_llm(provider, model, msg):
-    """Aiguille vers les API distantes."""
     try:
         if provider == "openrouter":
             key = os.getenv("OPENROUTER_API_KEY")
-            res = requests.post("https://openrouter.ai/api/v1/chat/completions",
+            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}]})
-                headers={"Authorization": f"Bearer {key}", "Content-Type": "application/json"},
-                json={"model": model, "messages": [{"role": "user", "content": msg}]})
             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",
+            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}]})
-                headers={"Authorization": f"Bearer {key}", "Content-Type": "application/json"},
-                json={"model": model, "messages": [{"role": "user", "content": msg}]})
             return res.json()["choices"][0]["message"]["content"]
-            
         elif provider == "gemini":
             key = os.getenv("GEMINI_API_KEY")
-            url = f"https://generativelanguage.googleapis.com/v1beta/models/{model}:generateContent?key={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(url, headers={"Content-Type": "application/json"},
-                json={"contents": [{"parts": [{"text": msg}]}]})
             return res.json()["candidates"][0]["content"]["parts"][0]["text"]
-            
+        return f"API non reconnue : {provider}"
-        elif provider == "deepseek":
-            key = os.getenv("DEEPSEEK_API_KEY")
-            res = requests.post("https://api.deepseek.com/chat/completions",
-                headers={"Authorization": f"Bearer {key}", "Content-Type": "application/json"},
-                json={"model": model, "messages": [{"role": "user", "content": msg}]})
-            return res.json()["choices"][0]["message"]["content"]
-            
-        elif provider == "mistral":
-            key = os.getenv("MISTRAL_API_KEY")
-            res = requests.post("https://api.mistral.ai/v1/chat/completions",
-                headers={"Authorization": f"Bearer {key}", "Content-Type": "application/json"},
-                json={"model": model, "messages": [{"role": "user", "content": msg}]})
-            return res.json()["choices"][0]["message"]["content"]
-
-        return f"Fournisseur API non reconnu : {provider}"
     except Exception as e:
-        return f"Erreur API ({provider}) : {str(e)}"
+        return f"Erreur API ({provider}) : {e}"
 
 
-# --- 3. INTERFACE UTILISATEUR & SERVEUR WEB ---
+# --- 4. INTERFACE UTILISATEUR & SERVEUR WEB ---
-
 theme_hdrs = [
     Script(src="https://cdn.tailwindcss.com"),
     Script(src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"),
     Script(src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js"),
     Link(rel="stylesheet", href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/tokyo-night-dark.min.css"),
     Style("""
-        body { background-color: #0f172a; color: #f8fafc; font-family: system-ui, sans-serif; }
+        body { background-color: #0f172a; color: #f8fafc; font-family: system-ui, sans-serif; margin: 0;}
         .sidebar { background-color: #1e293b; border-right: 1px solid #333; height: 100vh; padding: 20px; display: flex; flex-direction: column;}
         .main-content { padding: 20px; height: 100vh; display: flex; flex-direction: column; position: relative;}
         .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; transition: 0.2s;}
-        .file-upload-btn:hover { background: #38bdf8; color: #0f172a; }
         .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; }
-        
         .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); }
-        
-        /* Outils Code (Inspiration Gemini) */
         .bubble-ia pre { background: #111827; padding: 15px; border-radius: 8px; margin-top: 10px; position: relative; border: 1px solid #333;}
-        .code-toolbar { display: flex; justify-content: flex-end; gap: 10px; background: #1f2937; padding: 5px 10px; border-radius: 8px 8px 0 0; border-bottom: 1px solid #333; margin: -15px -15px 10px -15px;}
+        .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; }
-        .code-btn { background: none; border: none; color: #94a3b8; font-size: 12px; cursor: pointer; display: flex; align-items: center; gap: 5px;}
+        .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;}
-        .code-btn:hover { color: #00e5ff; }
-        
-        /* Fenêtre de progression (HTMX) */
-        .htmx-indicator { display: none; position: absolute; bottom: 100px; 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; box-shadow: 0 0 20px rgba(0, 229, 255, 0.2); backdrop-filter: blur(5px);}
         .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; }
     """),
-    
     Script("""
         htmx.onLoad(function(content) {
             content.querySelectorAll('.bubble-ia:not(.rendered)').forEach(function(el) {
                 el.innerHTML = marked.parse(el.textContent);
                 el.classList.add('rendered');
-                
+                el.querySelectorAll('pre code').forEach((block) => { hljs.highlightElement(block); });
-                // Injection des outils de code (Copier / Télécharger)
+                let chat = document.getElementById('chat-history'); chat.scrollTop = chat.scrollHeight;
-                el.querySelectorAll('pre code').forEach((block) => {
-                    hljs.highlightElement(block);
-                    
-                    let pre = block.parentElement;
-                    let toolbar = document.createElement('div');
-                    toolbar.className = 'code-toolbar';
-                    
-                    // Bouton Copier
-                    let copyBtn = document.createElement('button');
-                    copyBtn.className = 'code-btn';
-                    copyBtn.innerHTML = '📋 Copier';
-                    copyBtn.onclick = () => { navigator.clipboard.writeText(block.innerText); copyBtn.innerHTML = '✅ Copié!'; setTimeout(()=> copyBtn.innerHTML = '📋 Copier', 2000); };
-                    
-                    // Bouton Télécharger
-                    let dlBtn = document.createElement('button');
-                    dlBtn.className = 'code-btn';
-                    dlBtn.innerHTML = '💾 .txt';
-                    dlBtn.onclick = () => {
-                        let blob = new Blob([block.innerText], {type: 'text/plain'});
-                        let a = document.createElement('a');
-                        a.href = URL.createObjectURL(blob);
-                        a.download = 'code_aethas38.txt';
-                        a.click();
-                    };
-                    
-                    toolbar.appendChild(copyBtn);
-                    toolbar.appendChild(dlBtn);
-                    pre.insertBefore(toolbar, block);
-                });
-                
-                let chat = document.getElementById('chat-history');
-                chat.scrollTop = chat.scrollHeight;
             });
         });
     """)
@@ -209,11 +169,28 @@ app, rt = fast_app(hdrs=theme_hdrs)
 
 @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;"
+                ),
+                
                 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;"),
@@ -223,29 +200,26 @@ def get():
             ),
             Div(
                 Div(id="chat-history", cls="chat-container"),
-                
+                Div("⚙️ Traitement IA en cours...", id="loading-tracker", cls="htmx-indicator"),
-                # Fenêtre de progression qui s'affiche pendant le traitement HTMX
-                Div("⚙️ Traitement de la requête en cours (Qwen + LLM)...", id="loading-tracker", cls="htmx-indicator"),
                 
                 Form(
+                    Input(type="hidden", name="session_id", value=session_id),
                     Div(
-                        Select(
+                        Label(Input(type="radio", name="context_type", value="generic", checked=True), " 💻 Code Générique (Local+Distant)"),
-                            Option("Tous les modèles", value="all"), Option("Gratuits", value="free"), Option("Payants", value="paid"),
+                        Label(Input(type="radio", name="context_type", value="minecraft"), " ⛏️ Minecraft (100% Local Phuzzy)"),
-                            name="filter_type", cls="model-select", hx_get="/filter_models", hx_target="#model-select-wrapper", style="width: 250px;"
+                        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"
                     ),
                     Div(
-                        # Bouton d'upload de fichiers multiples
+                        Input(type="text", name="msg", placeholder="Instructions...", cls="input-box", required=True),
-                        Input(type="file", name="fichiers", id="file-upload", multiple=True, style="display:none;"),
-                        Label("📎 Fichiers", _for="file-upload", cls="file-upload-btn"),
-                        
-                        Input(type="text", name="msg", placeholder="Instructions pour le code...", 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", enctype="multipart/form-data"
+                    hx_post="/chat", hx_target="#chat-history", hx_swap="beforeend", hx_indicator="#loading-tracker"
                 ),
                 cls="main-content"
             ),
@@ -257,45 +231,33 @@ def get():
 def get(filter_type: str): return get_model_options(filter_type)
 
 @rt('/chat')
-async def post(msg: str, model_id: str, fichiers: list[UploadFile] = None):
+async def post(msg: str, model_id: str, session_id: str, context_type: str = "generic"):
-    # 1. Traitement des fichiers (Extraction de texte pour les formats lisibles)
-    files_context = ""
-    noms_fichiers = []
-    if fichiers:
-        for f in fichiers:
-            if f.filename:
-                noms_fichiers.append(f.filename)
-                content = await f.read()
-                try:
-                    # Tente de lire comme du texte (code, txt, csv, md)
-                    text_content = content.decode('utf-8')
-                    files_context += f"--- Fichier: {f.filename} ---\n{text_content}\n\n"
-                except:
-                    files_context += f"--- Fichier binaire non lisible: {f.filename} ---\n\n"
-
-    # 2. Pipeline Optimisation (Ollama Qwen2.5) -> LLM Distant
-    optimized_prompt = optimize_prompt_with_ollama(msg, files_context)
     
+    # 1. Sélection du traitement selon le contexte
+    if context_type == "minecraft":
+        ia_reponse, pipeline_info = pipeline_minecraft(msg)
+        nom_affichage = "Local - Phuzzy/Minecraft"
+    else:
         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)
-    # Exécution finale
-    ia_reponse = ask_llm(provider, actual_model, optimized_prompt)
         nom_affichage = f"{provider.capitalize()} - {actual_model.split('/')[-1]}"
+        pipeline_info = "Qwen ➔ API Distante"
 
-    # Affichage utilisateur enrichi
+    # 2. Sauvegarde dans l'historique
-    info_fichiers = f"<br><span style='color:#a855f7; font-size:10px;'>📎 Fichiers joints : {', '.join(noms_fichiers)}</span>" if noms_fichiers else ""
+    history = load_history()
-    info_qwen = "<br><span style='color:#38bdf8; font-size:10px;'>⚙️ Prompt optimisé par Ollama (Qwen2.5)</span>"
+    if session_id in history:
+        history[session_id]["messages"].append({"user": msg, "ia": ia_reponse})
+        save_history(history)
 
+    # 3. Affichage
+    info_local = f"<br><span style='color:#38bdf8; font-size:10px;'>⚙️ Pipeline : {pipeline_info}</span>"
     chat_bubble = Div(
-        P("Vous", cls="msg-user"),
+        P("Vous", cls="msg-user"), Div(NotStr(f"{msg}{info_local}"), cls="bubble-user"),
-        Div(NotStr(f"{msg}{info_fichiers}{info_qwen}"), cls="bubble-user"),
+        P(f"AETHAS38 ({nom_affichage})", cls="msg-ia"), Div(ia_reponse, cls="bubble-ia")
-        P(f"AETHAS38 ({nom_affichage})", cls="msg-ia"),
-        Div(ia_reponse, cls="bubble-ia")
     )
     
     updated_budget = P(get_budget(), id="budget-display", style="color:#10b981; font-size:18px; font-weight:bold;", hx_swap_oob="true")
-    
     return chat_bubble, updated_budget
 
 if __name__ == '__main__':