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" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -557,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 3, "id": "bfiTJovpQX90", "metadata": { "colab": { @@ -701,264 +485,44 @@ "id": "bfiTJovpQX90", "outputId": "74602d14-31cb-48a1-84bd-5b31dc6c04e2" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "20:41:17 sentence_transformers.SentenceTransformer INFO Use pytorch device_name: cuda\n", - "20:41:17 sentence_transformers.SentenceTransformer INFO Load pretrained SentenceTransformer: sentence-transformers/all-MiniLM-L6-v2\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:89: UserWarning: \n", - "The secret `HF_TOKEN` does not exist in your Colab secrets.\n", - "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n", - "You will be able to reuse this secret in all of your notebooks.\n", - "Please note that authentication is recommended but still optional to access public models or datasets.\n", - " warnings.warn(\n" + "outputs": [], + "source": [ + "from redisvl.utils.vectorize import HFTextVectorizer\n", + "\n", + "hf = HFTextVectorizer(\"sentence-transformers/all-MiniLM-L6-v2\")\n", + "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "Vl3SehnxQvXo", + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 238, + "referenced_widgets": [ + "19423ed277ec499fa9357086bbbb1c52", + "f1479cb84d7b4be89b14d69b2907d0ea", + "01f5386d347c42b1be6ad0ef5bb2b6c7", + "62753da3cd114256880b6d117422035b", + "3a6d421b0b344228ae9844f2224ae5ae", + "cf582134ed0f48cdaf76f9eb90b00f8f", + "bab5d8377cee48ababdf98a27767451d", + "8935c81c9cd046c9a136deb65506af53", + "dd7c4eceeb5546e4b4796fc7243b696e", + "ddfe42cc2e1b4455a1ad41c46f6be855", + "bc394ff0234e43bb853c0e7fff9daa39" ] }, + "id": "Vl3SehnxQvXo", + "outputId": "43ca3865-8b29-41c5-daca-8111a1d51b10" + }, + "outputs": [ { "data": { - 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