Homework-w2.ipynb

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   "id": "e69875de",
   "metadata": {},
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     "text": [
      "Collecting openai\n",
      "  Downloading openai-1.35.10-py3-none-any.whl (328 kB)\n",
      "Requirement already satisfied: sniffio in c:\\users\\iker\\anaconda3\\lib\\site-packages (from openai) (1.2.0)\n",
      "Collecting typing-extensions<5,>=4.7\n",
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      "Requirement already satisfied: tqdm>4 in c:\\users\\iker\\anaconda3\\lib\\site-packages (from openai) (4.64.0)\n",
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      "  Downloading pydantic-2.8.2-py3-none-any.whl (423 kB)\n",
      "Collecting httpx<1,>=0.23.0\n",
      "  Downloading httpx-0.27.0-py3-none-any.whl (75 kB)\n",
      "Collecting distro<2,>=1.7.0\n",
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      "Collecting h11<0.15,>=0.13\n",
      "  Downloading h11-0.14.0-py3-none-any.whl (58 kB)\n",
      "Collecting pydantic-core==2.20.1\n",
      "  Downloading pydantic_core-2.20.1-cp39-none-win_amd64.whl (1.9 MB)\n",
      "Collecting annotated-types>=0.4.0\n",
      "  Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB)\n",
      "Requirement already satisfied: colorama in c:\\users\\iker\\anaconda3\\lib\\site-packages (from tqdm>4->openai) (0.4.4)\n",
      "Installing collected packages: typing-extensions, h11, pydantic-core, httpcore, annotated-types, pydantic, httpx, distro, openai\n",
      "  Attempting uninstall: typing-extensions\n",
      "    Found existing installation: typing-extensions 4.1.1\n",
      "    Uninstalling typing-extensions-4.1.1:\n",
      "      Successfully uninstalled typing-extensions-4.1.1\n",
      "Successfully installed annotated-types-0.7.0 distro-1.9.0 h11-0.14.0 httpcore-1.0.5 httpx-0.27.0 openai-1.35.10 pydantic-2.8.2 pydantic-core-2.20.1 typing-extensions-4.12.2\n"
     ]
    }
   ],
   "source": [
    "!pip install openai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1f1129bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "from openai import OpenAI\n",
    "\n",
    "client = OpenAI(\n",
    "    base_url='http://localhost:11434/v1/',\n",
    "    api_key='ollama',\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "fde642a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "def llm(prompt):\n",
    "    response = client.chat.completions.create(\n",
    "        temperature=0.0,\n",
    "        model='gemma:2b',\n",
    "        messages=[{\"role\": \"user\", \"content\": prompt}]\n",
    "    )\n",
    "    \n",
    "    return response.choices[0].message.content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0b2fa63a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sure, here's the answer to your question:\n",
      "\n",
      "10 * 10 = 100.\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(llm('10*10'))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "003805f3",
   "metadata": {},
   "outputs": [],
   "source": [
    "reponse1= llm(\"What's the formula for energy?\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "cc75900b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"Sure, here's the formula for energy:\\n\\n**E = K + U**\\n\\nWhere:\\n\\n* **E** is the energy in joules (J)\\n* **K** is the kinetic energy in joules (J)\\n* **U** is the potential energy in joules (J)\\n\\n**Kinetic energy (K)** is the energy an object possesses when it moves or is in motion. It is calculated as half the product of an object's mass (m) and its velocity (v) squared:\\n\\n**K = 1/2mv^2**\\n\\n**Potential energy (U)** is the energy an object possesses due to its position or configuration. It is calculated as the product of an object's mass, gravitational constant (g), and height or position above a reference point.\\n\\n**U = mgh**\\n\\nWhere:\\n\\n* **m** is the mass in kilograms (kg)\\n* **g** is the gravitational constant (9.8 m/s^2)\\n* **h** is the height or position in meters (m)\\n\\nThe formula shows that energy can be expressed as the sum of kinetic and potential energy. The kinetic energy is a measure of the object's ability to do work, while the potential energy is a measure of the object's ability to do work against a force.\""
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reponse1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "2f1172ce",
   "metadata": {},
   "outputs": [],
   "source": [
    " response = client.chat.completions.create(\n",
    "        temperature=0.0,\n",
    "        model='gemma:2b',\n",
    "        messages=[{\"role\": \"user\", \"content\": \"What's the formula for energy?\"}]\n",
    "    )\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "da804d8e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ChatCompletion(id='chatcmpl-572', choices=[Choice(finish_reason='stop', index=0, logprobs=None, message=ChatCompletionMessage(content=\"Sure, here's the formula for energy:\\n\\n**E = K + U**\\n\\nWhere:\\n\\n* **E** is the energy in joules (J)\\n* **K** is the kinetic energy in joules (J)\\n* **U** is the potential energy in joules (J)\\n\\n**Kinetic energy (K)** is the energy an object possesses when it moves or is in motion. It is calculated as half the product of an object's mass (m) and its velocity (v) squared:\\n\\n**K = 1/2 * m * v^2**\\n\\n**Potential energy (U)** is the energy an object possesses when it is in a position or has a specific configuration. It is calculated as the product of an object's mass and the gravitational constant (g) multiplied by the height or distance of the object from a reference point.\\n\\n**Gravitational potential energy (U)** is given by the formula:\\n\\n**U = mgh**\\n\\nWhere:\\n\\n* **m** is the mass of the object in kilograms (kg)\\n* **g** is the acceleration due to gravity in meters per second squared (m/s^2)\\n* **h** is the height or distance of the object in meters (m)\\n\\nThe formula for energy can be used to calculate the total energy of an object, the energy of a specific part of an object, or the change in energy of an object over time.\", role='assistant', function_call=None, tool_calls=None))], created=1720204670, model='gemma:2b', object='chat.completion', service_tier=None, system_fingerprint='fp_ollama', usage=CompletionUsage(completion_tokens=304, prompt_tokens=0, total_tokens=304))"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response"
   ]
  }
 ],
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