adds notebokk for ner demo

notebooks/Named_Entity_Recognition_Demo.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1417f02c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install the Transformers, Datasets, and Evaluate libraries to run this notebook."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "3d95e47f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting datasets\n",
+      "  Obtaining dependency information for datasets from https://files.pythonhosted.org/packages/ec/93/454ada0d1b289a0f4a86ac88dbdeab54921becabac45da3da787d136628f/datasets-2.16.1-py3-none-any.whl.metadata\n",
+      "  Downloading datasets-2.16.1-py3-none-any.whl.metadata (20 kB)\n",
+      "Collecting evaluate\n",
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+      "  Downloading evaluate-0.4.1-py3-none-any.whl.metadata (9.4 kB)\n",
+      "Collecting transformers\n",
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+      "Collecting pyarrow-hotfix (from datasets)\n",
+      "  Obtaining dependency information for pyarrow-hotfix from https://files.pythonhosted.org/packages/e4/f4/9ec2222f5f5f8ea04f66f184caafd991a39c8782e31f5b0266f101cb68ca/pyarrow_hotfix-0.6-py3-none-any.whl.metadata\n",
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+      "  Downloading dill-0.3.7-py3-none-any.whl.metadata (9.9 kB)\n",
+      "Requirement already satisfied: pandas in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from datasets) (2.1.4)\n",
+      "Requirement already satisfied: requests>=2.19.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from datasets) (2.31.0)\n",
+      "Requirement already satisfied: tqdm>=4.62.1 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from datasets) (4.66.1)\n",
+      "Collecting xxhash (from datasets)\n",
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+      "  Downloading xxhash-3.4.1-cp311-cp311-macosx_11_0_arm64.whl.metadata (12 kB)\n",
+      "Collecting multiprocess (from datasets)\n",
+      "  Obtaining dependency information for multiprocess from https://files.pythonhosted.org/packages/e7/41/96ac938770ba6e7d5ae1d8c9cafebac54b413549042c6260f0d0a6ec6622/multiprocess-0.70.15-py311-none-any.whl.metadata\n",
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+      "Collecting fsspec[http]<=2023.10.0,>=2023.1.0 (from datasets)\n",
+      "  Obtaining dependency information for fsspec[http]<=2023.10.0,>=2023.1.0 from https://files.pythonhosted.org/packages/e8/f6/3eccfb530aac90ad1301c582da228e4763f19e719ac8200752a4841b0b2d/fsspec-2023.10.0-py3-none-any.whl.metadata\n",
+      "  Downloading fsspec-2023.10.0-py3-none-any.whl.metadata (6.8 kB)\n",
+      "Collecting aiohttp (from datasets)\n",
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+      "Collecting responses<0.19 (from evaluate)\n",
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+      "Collecting regex!=2019.12.17 (from transformers)\n",
+      "  Obtaining dependency information for regex!=2019.12.17 from https://files.pythonhosted.org/packages/60/9e/4b0223e05776aa3be806a902093b2ab1de3ba26b652d92065d5c7e1d4df3/regex-2023.12.25-cp311-cp311-macosx_11_0_arm64.whl.metadata\n",
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+      "\u001b[?25hCollecting tokenizers<0.19,>=0.14 (from transformers)\n",
+      "  Obtaining dependency information for tokenizers<0.19,>=0.14 from https://files.pythonhosted.org/packages/c5/0e/8961075de3aca5435fa6371088d44594cdc0e59b5b935afdaf1af028cf36/tokenizers-0.15.0-cp311-cp311-macosx_11_0_arm64.whl.metadata\n",
+      "  Downloading tokenizers-0.15.0-cp311-cp311-macosx_11_0_arm64.whl.metadata (6.7 kB)\n",
+      "Collecting safetensors>=0.3.1 (from transformers)\n",
+      "  Obtaining dependency information for safetensors>=0.3.1 from https://files.pythonhosted.org/packages/0c/84/1e59b0594ca421ff308169b0802d72adcce359619925141b69d2ebc89269/safetensors-0.4.1-cp311-cp311-macosx_11_0_arm64.whl.metadata\n",
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+      "\u001b[?25hInstalling collected packages: xxhash, safetensors, regex, pyarrow-hotfix, pyarrow, multidict, fsspec, frozenlist, dill, yarl, responses, multiprocess, aiosignal, tokenizers, aiohttp, transformers, datasets, evaluate\n",
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+      "    Uninstalling fsspec-2023.12.2:\n",
+      "      Successfully uninstalled fsspec-2023.12.2\n",
+      "Successfully installed aiohttp-3.9.1 aiosignal-1.3.1 datasets-2.16.1 dill-0.3.7 evaluate-0.4.1 frozenlist-1.4.1 fsspec-2023.10.0 multidict-6.0.4 multiprocess-0.70.15 pyarrow-14.0.2 pyarrow-hotfix-0.6 regex-2023.12.25 responses-0.18.0 safetensors-0.4.1 tokenizers-0.15.0 transformers-4.36.2 xxhash-3.4.1 yarl-1.9.4\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.2\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Requirement already satisfied: gradio in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (4.12.0)\n",
+      "Requirement already satisfied: aiofiles<24.0,>=22.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (23.2.1)\n",
+      "Requirement already satisfied: altair<6.0,>=4.2.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (5.2.0)\n",
+      "Requirement already satisfied: fastapi in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.108.0)\n",
+      "Requirement already satisfied: ffmpy in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.3.1)\n",
+      "Requirement already satisfied: gradio-client==0.8.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.8.0)\n",
+      "Requirement already satisfied: httpx in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.26.0)\n",
+      "Requirement already satisfied: huggingface-hub>=0.19.3 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.20.1)\n",
+      "Requirement already satisfied: importlib-resources<7.0,>=1.3 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (6.1.1)\n",
+      "Requirement already satisfied: jinja2<4.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (3.1.2)\n",
+      "Requirement already satisfied: markupsafe~=2.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (2.1.3)\n",
+      "Requirement already satisfied: matplotlib~=3.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (3.8.2)\n",
+      "Requirement already satisfied: numpy~=1.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (1.26.2)\n",
+      "Requirement already satisfied: orjson~=3.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (3.9.10)\n",
+      "Requirement already satisfied: packaging in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (23.2)\n",
+      "Requirement already satisfied: pandas<3.0,>=1.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (2.1.4)\n",
+      "Requirement already satisfied: pillow<11.0,>=8.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (10.1.0)\n",
+      "Requirement already satisfied: pydantic>=2.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (2.5.3)\n",
+      "Requirement already satisfied: pydub in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.25.1)\n",
+      "Requirement already satisfied: python-multipart in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.0.6)\n",
+      "Requirement already satisfied: pyyaml<7.0,>=5.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (6.0.1)\n",
+      "Requirement already satisfied: semantic-version~=2.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (2.10.0)\n",
+      "Requirement already satisfied: tomlkit==0.12.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.12.0)\n",
+      "Requirement already satisfied: typer[all]<1.0,>=0.9 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.9.0)\n",
+      "Requirement already satisfied: typing-extensions~=4.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (4.9.0)\n",
+      "Requirement already satisfied: uvicorn>=0.14.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio) (0.25.0)\n",
+      "Requirement already satisfied: fsspec in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio-client==0.8.0->gradio) (2023.10.0)\n",
+      "Requirement already satisfied: websockets<12.0,>=10.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from gradio-client==0.8.0->gradio) (11.0.3)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: jsonschema>=3.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from altair<6.0,>=4.2.0->gradio) (4.20.0)\n",
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+      "Requirement already satisfied: anyio in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from httpx->gradio) (4.2.0)\n",
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+      "Requirement already satisfied: httpcore==1.* in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from httpx->gradio) (1.0.2)\n",
+      "Requirement already satisfied: idna in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from httpx->gradio) (3.6)\n",
+      "Requirement already satisfied: sniffio in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from httpx->gradio) (1.3.0)\n",
+      "Requirement already satisfied: attrs>=22.2.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from jsonschema>=3.0->altair<6.0,>=4.2.0->gradio) (23.2.0)\n",
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+      "Requirement already satisfied: six>=1.5 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from python-dateutil>=2.7->matplotlib~=3.0->gradio) (1.16.0)\n",
+      "Requirement already satisfied: markdown-it-py>=2.2.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from rich<14.0.0,>=10.11.0->typer[all]<1.0,>=0.9->gradio) (3.0.0)\n",
+      "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from rich<14.0.0,>=10.11.0->typer[all]<1.0,>=0.9->gradio) (2.17.2)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from requests->huggingface-hub>=0.19.3->gradio) (3.3.2)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from requests->huggingface-hub>=0.19.3->gradio) (1.26.18)\n",
+      "Requirement already satisfied: mdurl~=0.1 in /Users/kabeerakande/Library/Caches/pypoetry/virtualenvs/mlplatform-NR7YTMyt-py3.11/lib/python3.11/site-packages (from markdown-it-py>=2.2.0->rich<14.0.0,>=10.11.0->typer[all]<1.0,>=0.9->gradio) (0.1.2)\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.2\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install datasets evaluate transformers\n",
+    "!pip install gradio"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3543ef02",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python (Poetry Env)",
+   "language": "python",
+   "name": "ml-platform-py3.11"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}