quickstart.ipynb

{
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  {
   "cell_type": "markdown",
   "id": "f2e00a27-64ef-4431-967e-940768fda8fa",
   "metadata": {},
   "source": [
    "# Getting started with Mistral AI API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e0eb939e-a7e6-42d9-a7ce-c61444c5dc62",
   "metadata": {},
   "outputs": [],
   "source": [
    "! pip install mistralai"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b630861-a95e-4925-8525-d9461d3627ea",
   "metadata": {},
   "source": [
    "Our API is currently available through [La Plateforme](https://console.mistral.ai/). You need to activate payments on your account to enable your API keys. After a few moments, you will be able to use our `chat` endpoint:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2868793c-9065-459a-9a8e-214c31b98f1d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are many wonderful French cheeses, and the \"best\" one often depends on personal preference. However, some of the most popular and well-regarded French cheeses include:\n",
      "\n",
      "1. Comté: A hard cheese made from unpasteurized cow's milk in the Franche-Comté region of eastern France. It has a nutty, slightly sweet flavor.\n",
      "\n",
      "2. Brie de Meaux: A soft cheese with a white, edible rind from the Île-de-France region. It is known for its creamy texture and mild, slightly earthy flavor.\n",
      "\n",
      "3. Roquefort: A sheep's milk blue cheese from the south of France. It is tangy, slightly salty, and has a distinctive flavor.\n",
      "\n",
      "4. Camembert: A soft, surface-ripened cow's milk cheese from Normandy. It has a rich, buttery flavor and a creamy texture.\n",
      "\n",
      "5. Reblochon: A soft, washed-rind cheese from the Savoie region of France. It has a nutty, slightly fruity flavor and a creamy texture.\n",
      "\n",
      "6. Chèvre: A general term for goat's milk cheese, which can come in many forms, from fresh and creamy to aged and firm. Many people enjoy the tangy, slightly acidic flavor of chèvre.\n"
     ]
    }
   ],
   "source": [
    "from mistralai.client import MistralClient\n",
    "from mistralai.models.chat_completion import ChatMessage\n",
    "\n",
    "api_key = \"TYPE YOUR API KEY\"\n",
    "model = \"mistral-large-latest\"\n",
    "\n",
    "client = MistralClient(api_key=api_key)\n",
    "\n",
    "chat_response = client.chat(\n",
    "    model=model,\n",
    "    messages=[ChatMessage(role=\"user\", content=\"What is the best French cheese?\")]\n",
    ")\n",
    "\n",
    "print(chat_response.choices[0].message.content)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01b202fe-293b-4251-87c4-2bd7301ddede",
   "metadata": {},
   "source": [
    "Or our embeddings endpoint:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e183befa-5db6-4758-9382-b7bfb3a55ff5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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     ]
    }
   ],
   "source": [
    "model = \"mistral-embed\"\n",
    "\n",
    "embeddings_response = client.embeddings(\n",
    "    model=model,\n",
    "    input=[\"Embed this sentence.\", \"As well as this one.\"]\n",
    ")\n",
    "\n",
    "print(embeddings_response)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.8"
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 },
 "nbformat": 4,
 "nbformat_minor": 5
}