Spaces:
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Commit
·
7b43e9f
1
Parent(s):
3519f60
gemini api added
Browse files- benchmark_results.png +0 -0
- sellme_pro.py +1 -1
- sellme_smart.py +168 -0
benchmark_results.png
CHANGED
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sellme_pro.py
CHANGED
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@@ -104,7 +104,7 @@ def main():
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# Configure Gemini
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genai.configure(api_key=api_key)
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-
model = genai.GenerativeModel('gemini-
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print("\n[INFO] Gemini configured successfully!")
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print("[INFO] Loading sales script...\n")
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# Configure Gemini
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genai.configure(api_key=api_key)
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+
model = genai.GenerativeModel('gemini-2.5-flash')
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print("\n[INFO] Gemini configured successfully!")
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print("[INFO] Loading sales script...\n")
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sellme_smart.py
ADDED
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@@ -0,0 +1,168 @@
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| 1 |
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import json
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import os
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import sys
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import google.generativeai as genai
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from graph_module import Graph
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from algorithms import bellman_ford_list
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# --- ФІКС КОДУВАННЯ ДЛЯ WINDOWS ---
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sys.stdout.reconfigure(encoding='utf-8')
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# --- ТВОЯ МОДЕЛЬ ---
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MODEL_NAME = "gemini-2.5-flash"
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def configure_genai():
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"""Налаштування API ключа"""
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api_key = os.environ.get("GOOGLE_API_KEY")
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if not api_key:
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print("--- Налаштування API ---")
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api_key = input("Встав свій Google API Key (права кнопка миші -> Paste): ").strip()
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try:
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genai.configure(api_key=api_key)
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return True
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except Exception as e:
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print(f"Error configuring Gemini: {e}")
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return False
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def load_data():
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"""Завантажує скрипт і будує граф"""
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script_file = "sales_script_learned.json" if os.path.exists("sales_script_learned.json") else "sales_script.json"
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with open(script_file, "r", encoding="utf-8") as f:
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data = json.load(f)
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nodes = data["nodes"]
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edges = data["edges"]
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node_to_id = {name: i for i, name in enumerate(nodes.keys())}
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id_to_node = {i: name for i, name in enumerate(nodes.keys())}
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graph = Graph(len(nodes), directed=True)
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for edge in edges:
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u, v = edge["from"], edge["to"]
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if u in node_to_id and v in node_to_id:
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graph.add_edge(node_to_id[u], node_to_id[v], edge["weight"])
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return graph, node_to_id, id_to_node, nodes
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def analyze_intent(model, user_input, current_step_text):
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"""
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Визначає наміри клієнта (MOVE або STAY).
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"""
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prompt = f"""
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ROLE: Sales Logic Engine.
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CONTEXT:
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Bot said: "{current_step_text}"
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User said: "{user_input}"
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TASK: Determine if the user allows moving forward.
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RULES:
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- Agreement / Positive answer / Neutral info -> RETURN 'MOVE'
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- Objection / Question / Confusion / Anger -> RETURN 'STAY'
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- "Stop" / "Bye" -> RETURN 'EXIT'
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OUTPUT: Just one word: MOVE, STAY, or EXIT.
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"""
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try:
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# Використовуємо саме твою модель
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response = model.generate_content(prompt)
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decision = response.text.strip().upper()
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if "EXIT" in decision: return "EXIT"
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if "MOVE" in decision: return "MOVE"
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return "STAY"
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except Exception as e:
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print(f"[API Error on Intent: {e}]")
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return "STAY"
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def generate_smart_response(model, context, user_input, intent):
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"""Генерує відповідь"""
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if intent == "STAY":
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prompt = f"""
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Role: Polite Sales Assistant.
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Context: You are at step "{context}". User objected: "{user_input}".
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Task: Handle the objection politely. Do NOT move to the next step.
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Language: Ukrainian.
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"""
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else:
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prompt = f"""
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Role: Sales Assistant.
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Goal: Transition to: "{context}". User said: "{user_input}".
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Task: Create a natural bridge phrase.
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Language: Ukrainian.
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"""
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try:
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response = model.generate_content(prompt)
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return response.text.strip()
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except Exception as e:
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return f"[API Error on Generation: {e}]"
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def main():
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if not configure_genai(): return
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print(f"\n[INFO] Connecting to model: {MODEL_NAME}...")
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try:
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model = genai.GenerativeModel(MODEL_NAME)
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except Exception as e:
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print(f"[CRITICAL ERROR] Could not initialize {MODEL_NAME}: {e}")
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return
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try:
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graph, node_to_id, id_to_node, node_texts = load_data()
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except FileNotFoundError:
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print("Помилка: Не знайдено sales_script.json")
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return
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current_node = "start"
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print("\n" + "="*50)
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print(f"🚀 SellMe Smart Bot ({MODEL_NAME})")
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print("="*50 + "\n")
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print(f"Bot: {node_texts[current_node]}")
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while True:
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user_input = input("\nYou: ").strip()
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if not user_input: continue
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# 1. АНАЛІЗ
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print(f"... ({MODEL_NAME} думає) ...")
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intent = analyze_intent(model, user_input, node_texts[current_node])
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if intent == "EXIT":
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print("Bot: До побачення!")
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break
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elif intent == "STAY":
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print(f" [🛑 Логіка: Заперечення -> Стоїмо на '{current_node}']")
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response = generate_smart_response(model, node_texts[current_node], user_input, "STAY")
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print(f"Bot: {response}")
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elif intent == "MOVE":
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print(f" [✅ Логіка: Згода -> Рухаємось далі]")
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curr_id = node_to_id[current_node]
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best_next = None
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min_w = float('inf')
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for neighbor, weight in graph.adj_list[curr_id]:
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if weight < min_w:
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min_w = weight
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best_next = neighbor
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if best_next is None:
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print("Bot: Дякую за розмову!")
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break
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current_node = id_to_node[best_next]
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response = generate_smart_response(model, node_texts[current_node], user_input, "MOVE")
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print(f"Bot: {response}")
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if current_node in ["close_deal", "exit_bad"]:
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break
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if __name__ == "__main__":
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main()
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