new-open-ai-azure-chat.ipynb

gistfile1.txt

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   "id": "134cb3e4-05ef-447f-aabc-eacb9b7414cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from openai import AzureOpenAI\n",
    "\n",
    "OPENAI_3_5_API_KEY=\"secret\"\n",
    "\n",
    "client = AzureOpenAI(\n",
    "    api_key=OPENAI_3_5_API_KEY,\n",
    "    #api_type=\"azure\",\n",
    "    api_version=\"2023-05-15\",\n",
    "    azure_endpoint=\"https://secret.openai.azure.com/\",    \n",
    ")\n",
    "\n",
    "chat_completion = client.chat.completions.create(\n",
    "    messages=[\n",
    "        {\n",
    "            \"role\": \"user\",\n",
    "            \"content\": \"Say this is a test.\",\n",
    "        }\n",
    "    ],\n",
    "    model=\"gpt-35-turbo\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "62c7135e-ce04-4206-a670-7197e22a0fac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ChatCompletion(id='chatcmpl-8dOCDgdK7m2pZrRjR1VoaWIJe0ZaV', choices=[Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content='This is a test.', role='assistant', function_call=None, tool_calls=None))], created=1704398493, model='gpt-35-turbo', object='chat.completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=5, prompt_tokens=14, total_tokens=19))"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "38c1105d-f91a-41d9-a0a5-88f8155c9d08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content='This is a test.', role='assistant', function_call=None, tool_calls=None))]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.choices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f36ce168-c6e0-4840-93f8-7f2cb268844f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content='This is a test.', role='assistant', function_call=None, tool_calls=None))"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.choices[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "992bb830-3b16-46da-8f43-b479d3736993",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'stop'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.choices[0].finish_reason"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0c4e653c-1403-44ae-a94e-7e23c9391ea0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'This is a test.'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.choices[0].message.content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "106104bf-df30-4c1b-86ce-9d73945e03e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'gpt-35-turbo'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9c676b94-0f0a-4016-b5fb-de7706bf04ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CompletionUsage(completion_tokens=5, prompt_tokens=14, total_tokens=19)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.usage\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f6808e18-40bb-47dd-a09c-0d1405ed919d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'completion_tokens': 5, 'prompt_tokens': 14, 'total_tokens': 19}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat_completion.usage.model_dump()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "3c07a83c-242f-42fd-bd79-5657764c75a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "openai.types.chat.chat_completion.ChatCompletion"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(chat_completion)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "52b86aaf-7d2b-432f-9ea0-eac6c0893cdd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'id': 'chatcmpl-8dOCDgdK7m2pZrRjR1VoaWIJe0ZaV',\n",
       " 'choices': [{'finish_reason': 'stop',\n",
       "   'index': 0,\n",
       "   'logprobs': None,\n",
       "   'message': {'content': 'This is a test.',\n",
       "    'role': 'assistant',\n",
       "    'function_call': None,\n",
       "    'tool_calls': None}}],\n",
       " 'created': 1704398493,\n",
       " 'model': 'gpt-35-turbo',\n",
       " 'object': 'chat.completion',\n",
       " 'system_fingerprint': None,\n",
       " 'usage': {'completion_tokens': 5, 'prompt_tokens': 14, 'total_tokens': 19}}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = chat_completion.model_dump()\n",
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3db1806f-f424-425b-82c3-052ee58b8114",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7a8b415-b6bd-4d39-8021-1916e2414b61",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b7d10037-5730-41eb-88a2-4a7c25a59a07",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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