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change dialog policy

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s459312 2023-05-25 15:06:14 +02:00
parent 53d498fb2c
commit a1257f29fb
1 changed files with 11 additions and 27 deletions
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38
DialogManager.ipynb
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@ -102,7 +102,7 @@
},
{
"cell_type": "code",
"execution_count": 132,
"execution_count": 136,
"metadata": {},
"outputs": [],
"source": [
@ -120,10 +120,8 @@
" system_acts = []\n",
" for intent, domain, slot, value in state['user_act']:\n",
" user_action[(domain.lower(), intent.lower())].append((slot.lower(), value))\n",
" print(user_action)\n",
" for user_act in user_action:\n",
" self.update_system_action(user_act, user_action, state, system_action)\n",
" print(self.update_system_action(user_act, user_action, state, system_action))\n",
" system_acts = [[intent, domain, slot, value] for (domain, intent), slots in system_action.items() for slot, value in slots]\n",
" state['system_act'] = system_acts\n",
" return system_acts\n",
@ -131,6 +129,7 @@
"\n",
" def update_system_action(self, user_act, user_action, state, system_action):\n",
" domain, intent = user_act\n",
" constraints = [(slot, value) for slot, value in state['belief_state'][domain.lower()].items() if value != '']\n",
" self.results = self.db['database'][domain]\n",
"\n",
" # Reguła 1\n",
@ -149,45 +148,30 @@
" else:\n",
" system_action[(domain, 'Inform')].append(['Choice', str(len(self.results))])\n",
"\n",
" if self.results and 'name' in self.results[0]:\n",
" choice = self.results[0]\n",
"\n",
" if domain in [\"payment\", \"delivery\", \"product\"]:\n",
" system_action[(domain, 'Recommend')].append(['Name', choice['name']])"
" if domain == \"product\":\n",
" # Select the first product that matches the user's constraints\n",
" for product in self.results:\n",
" if all(product.get(slot, '').lower() == value.lower() for slot, value in constraints):\n",
" system_action[(domain, 'Recommend')].append(['Name', product['name']])\n",
" break\n"
]
},
{
"cell_type": "code",
"execution_count": 133,
"execution_count": 137,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"defaultdict(<class 'list'>, {('payment', 'inform'): [('type', 'karta')], ('delivery', 'inform'): [('type', 'paczkomat')], ('product', 'inform'): [('type', 'telefon')], ('product', 'request'): [('name', '?')]})\n",
"None\n",
"None\n",
"None\n",
"None\n"
]
},
{
"data": {
"text/plain": [
"[['Inform', 'payment', 'Choice', '1'],\n",
" ['Inform', 'payment', 'Choice', '1'],\n",
" ['Inform', 'delivery', 'Choice', '1'],\n",
" ['Inform', 'delivery', 'Choice', '1'],\n",
" ['Inform', 'product', 'Choice', '3'],\n",
" ['Inform', 'product', 'Choice', '3'],\n",
" ['Inform', 'product', 'name', 'banan'],\n",
" ['Inform', 'product', 'name', 'banan'],\n",
" ['Recommend', 'product', 'Name', 'banan'],\n",
" ['Recommend', 'product', 'Name', 'banan']]"
" ['Recommend', 'product', 'Name', 'iPhone']]"
]
},
"execution_count": 133,
"execution_count": 137,
"metadata": {},
"output_type": "execute_result"
}