quickstart.ipynb

{
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    {
      "cell_type": "markdown",
      "id": "f2e00a27-64ef-4431-967e-940768fda8fa",
      "metadata": {
        "id": "f2e00a27-64ef-4431-967e-940768fda8fa"
      },
      "source": [
        "# Getting started with Mistral AI API"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e0eb939e-a7e6-42d9-a7ce-c61444c5dc62",
      "metadata": {
        "id": "e0eb939e-a7e6-42d9-a7ce-c61444c5dc62"
      },
      "outputs": [],
      "source": [
        "! pip install mistralai"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "5b630861-a95e-4925-8525-d9461d3627ea",
      "metadata": {
        "id": "5b630861-a95e-4925-8525-d9461d3627ea"
      },
      "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": 2,
      "id": "2868793c-9065-459a-9a8e-214c31b98f1d",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2868793c-9065-459a-9a8e-214c31b98f1d",
        "outputId": "bae16f60-f354-4a0a-8561-5cac6f4ea6c2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "The \"best\" French cheese can be subjective as it depends on personal taste preferences. However, some of the most popular and highly regarded French cheeses include:\n",
            "\n",
            "1. Brie de Meaux: Often referred to simply as Brie, this is a soft cheese with a white, edible rind. It's known for its creamy texture and mild, slightly sweet flavor.\n",
            "\n",
            "2. Camembert: Similar to Brie, Camembert is a soft, surface-ripened cheese. It has a stronger flavor than Brie, often described as earthy or mushroom-like.\n",
            "\n",
            "3. Roquefort: This is a type of blue cheese made from sheep's milk. It has a strong, tangy flavor and a crumbly texture.\n",
            "\n",
            "4. Comté: A hard cheese made from unpasteurized cow's milk, Comté has a nutty, slightly sweet flavor and a firm, granular texture.\n",
            "\n",
            "5. Reblochon: This is a soft, washed-rind cheese with a strong, nutty flavor and a creamy texture. It's often used in the traditional dish Tartiflette.\n",
            "\n",
            "6. Époisses: Known for its pungent smell, Époisses is a soft, washed-rind cheese with a rich, slightly salty flavor.\n"
          ]
        }
      ],
      "source": [
        "from mistralai import Mistral\n",
        "api_key = \"TYPE YOUR API KEY\"\n",
        "model = \"mistral-large-latest\"\n",
        "\n",
        "client = Mistral(api_key=api_key)\n",
        "\n",
        "chat_response = client.chat.complete(\n",
        "    model=model,\n",
        "    messages=[{\"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": {
        "id": "01b202fe-293b-4251-87c4-2bd7301ddede"
      },
      "source": [
        "Or our embeddings endpoint:"
      ]
    },
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      "execution_count": 4,
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        "outputId": "9e316868-9e84-4402-bebe-46fe75ce0d37"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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          ]
        }
      ],
      "source": [
        "model = \"mistral-embed\"\n",
        "\n",
        "embeddings_response = client.embeddings.create(\n",
        "    model=model,\n",
        "    inputs=[\"Embed this sentence.\", \"As well as this one.\"]\n",
        ")\n",
        "\n",
        "print(embeddings_response)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
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