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cohere notebook
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‎docs/examples/generate_structured_data_cohere.ipynb‎

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"cell_type": "markdown",
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"id": "c062d098",
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"id": "3b9f4250",
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"metadata": {},
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"source": [
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"We have to install the necessary validators from Guardrails Hub: \n",
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"\n",
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"1. ValidLength: ```guardrails hub install hub://reflex/valid_python```\n",
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"\n",
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"2. TwoWords: ```guardrails hub install hub://guardrails/two_words```\n",
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"\n",
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"3. ValidRange: ```guardrails hub install hub://guardrails/valid_range```"
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"Install validators"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "6a7c7d4a",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[32m2024-03-25 16:13:45\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96111]\u001b[0m \u001b[1;30mNOTICE\u001b[0m \u001b[1;36mInstalling hub://guardrails/valid_length...\u001b[0m\n",
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" Running command git clone --filter=blob:none --quiet https://github.com/guardrails-ai/valid_length.git /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-req-build-y3acxka5\n",
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"\u001b[33mWARNING: Target directory /Users/zaydsimjee/workspace/guardrails/.venv/lib/python3.11/site-packages/guardrails/hub/guardrails/valid_length/validator already exists. Specify --upgrade to force replacement.\u001b[0m\u001b[33m\n",
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"\u001b[0m\u001b[33mWARNING: Target directory /Users/zaydsimjee/workspace/guardrails/.venv/lib/python3.11/site-packages/guardrails/hub/guardrails/valid_length/valid_length-0.0.0.dist-info already exists. Specify --upgrade to force replacement.\u001b[0m\u001b[33m\n",
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"\u001b[0m\u001b[32m2024-03-25 16:13:52\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96111]\u001b[0m \u001b[1;30mINFO\u001b[0m Collecting git+https://github.com/guardrails-ai/valid_length.git\n",
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" Cloning https://github.com/guardrails-ai/valid_length.git to /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-req-build-y3acxka5\n",
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" Resolved https://github.com/guardrails-ai/valid_length.git to commit 4b59a5fc1ae2106a585881784e3c2086f1fe8b9b\n",
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" Installing build dependencies: started\n",
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" Installing build dependencies: finished with status 'done'\n",
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" Getting requirements to build wheel: started\n",
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" Getting requirements to build wheel: finished with status 'done'\n",
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" Installing backend dependencies: started\n",
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" Installing backend dependencies: finished with status 'done'\n",
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" Preparing metadata (pyproject.toml): started\n",
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" Preparing metadata (pyproject.toml): finished with status 'done'\n",
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"Building wheels for collected packages: valid_length\n",
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" Building wheel for valid_length (pyproject.toml): started\n",
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" Building wheel for valid_length (pyproject.toml): finished with status 'done'\n",
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" Created wheel for valid_length: filename=valid_length-0.0.0-py3-none-any.whl size=12348 sha256=98e297c72fa6bc34b9c52e2ce3b87365ce925225b0792d1a72096baf11b4e792\n",
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" Stored in directory: /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-ephem-wheel-cache-odhptidc/wheels/48/9f/75/34a76a1e575dafaf9df180a2074f698d77193d5d3670823f69\n",
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"Successfully built valid_length\n",
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"Installing collected packages: valid_length\n",
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"Successfully installed valid_length-0.0.0\n",
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"\n",
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"\u001b[32m2024-03-25 16:13:52\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96111]\u001b[0m \u001b[1;30mSUCCESS\u001b[0m \u001b[1;32m\n",
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"\n",
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" Successfully installed guardrails/valid_length!\n",
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"\n",
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" See how to use it here: https://hub.guardrailsai.com/validator/guardrails/valid_length\n",
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" \u001b[0m\n",
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"\u001b[32m2024-03-25 16:13:53\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96229]\u001b[0m \u001b[1;30mNOTICE\u001b[0m \u001b[1;36mInstalling hub://guardrails/two_words...\u001b[0m\n",
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" Running command git clone --filter=blob:none --quiet https://github.com/guardrails-ai/two_words.git /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-req-build-c9bdjnpk\n",
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"\u001b[33mWARNING: Target directory /Users/zaydsimjee/workspace/guardrails/.venv/lib/python3.11/site-packages/guardrails/hub/guardrails/two_words/validator already exists. Specify --upgrade to force replacement.\u001b[0m\u001b[33m\n",
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"\u001b[0m\u001b[33mWARNING: Target directory /Users/zaydsimjee/workspace/guardrails/.venv/lib/python3.11/site-packages/guardrails/hub/guardrails/two_words/two_words-0.0.0.dist-info already exists. Specify --upgrade to force replacement.\u001b[0m\u001b[33m\n",
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"\u001b[0m\u001b[32m2024-03-25 16:13:59\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96229]\u001b[0m \u001b[1;30mINFO\u001b[0m Collecting git+https://github.com/guardrails-ai/two_words.git\n",
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" Cloning https://github.com/guardrails-ai/two_words.git to /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-req-build-c9bdjnpk\n",
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" Resolved https://github.com/guardrails-ai/two_words.git to commit e7f682c0b8d45a9407e966028d72682cd909601e\n",
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" Installing build dependencies: started\n",
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" Installing build dependencies: finished with status 'done'\n",
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" Getting requirements to build wheel: started\n",
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" Getting requirements to build wheel: finished with status 'done'\n",
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" Installing backend dependencies: started\n",
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" Installing backend dependencies: finished with status 'done'\n",
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" Preparing metadata (pyproject.toml): started\n",
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" Preparing metadata (pyproject.toml): finished with status 'done'\n",
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"Building wheels for collected packages: two_words\n",
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" Building wheel for two_words (pyproject.toml): started\n",
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" Building wheel for two_words (pyproject.toml): finished with status 'done'\n",
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" Created wheel for two_words: filename=two_words-0.0.0-py3-none-any.whl size=11227 sha256=a10ae6f93738a3223ec28db3712fdc288547689235606516c589caff1f84889c\n",
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" Stored in directory: /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-ephem-wheel-cache-b_l3rvkp/wheels/36/68/76/f184dbc7d9cea0daec56ec1394537018f2ddeb660f9ad79ce6\n",
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"Successfully built two_words\n",
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"Installing collected packages: two_words\n",
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"Successfully installed two_words-0.0.0\n",
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"\n",
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"\u001b[32m2024-03-25 16:14:00\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96229]\u001b[0m \u001b[1;30mSUCCESS\u001b[0m \u001b[1;32m\n",
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"\n",
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" Successfully installed guardrails/two_words!\n",
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"\n",
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" See how to use it here: https://hub.guardrailsai.com/validator/guardrails/two_words\n",
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" \u001b[0m\n",
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"\u001b[32m2024-03-25 16:14:01\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96313]\u001b[0m \u001b[1;30mNOTICE\u001b[0m \u001b[1;36mInstalling hub://guardrails/valid_range...\u001b[0m\n",
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" Running command git clone --filter=blob:none --quiet https://github.com/guardrails-ai/valid_range.git /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-req-build-_ndib8nc\n",
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"\u001b[33mWARNING: Target directory /Users/zaydsimjee/workspace/guardrails/.venv/lib/python3.11/site-packages/guardrails/hub/guardrails/valid_range/validator already exists. Specify --upgrade to force replacement.\u001b[0m\u001b[33m\n",
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"\u001b[0m\u001b[33mWARNING: Target directory /Users/zaydsimjee/workspace/guardrails/.venv/lib/python3.11/site-packages/guardrails/hub/guardrails/valid_range/valid_range-0.0.0.dist-info already exists. Specify --upgrade to force replacement.\u001b[0m\u001b[33m\n",
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"\u001b[0m\u001b[32m2024-03-25 16:14:07\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96313]\u001b[0m \u001b[1;30mINFO\u001b[0m Collecting git+https://github.com/guardrails-ai/valid_range.git\n",
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" Cloning https://github.com/guardrails-ai/valid_range.git to /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-req-build-_ndib8nc\n",
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" Resolved https://github.com/guardrails-ai/valid_range.git to commit d01ad21d73d753ad224fd395bce18428196951c5\n",
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" Installing build dependencies: started\n",
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" Installing build dependencies: finished with status 'done'\n",
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" Getting requirements to build wheel: started\n",
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" Getting requirements to build wheel: finished with status 'done'\n",
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" Installing backend dependencies: started\n",
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" Installing backend dependencies: finished with status 'done'\n",
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" Preparing metadata (pyproject.toml): started\n",
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" Preparing metadata (pyproject.toml): finished with status 'done'\n",
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"Building wheels for collected packages: valid_range\n",
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" Building wheel for valid_range (pyproject.toml): started\n",
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" Building wheel for valid_range (pyproject.toml): finished with status 'done'\n",
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" Created wheel for valid_range: filename=valid_range-0.0.0-py3-none-any.whl size=11575 sha256=ca6ffe0537e7a64c74332398596451c01395a6fa8086f98e514d0a1cfad5fff9\n",
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" Stored in directory: /private/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/pip-ephem-wheel-cache-7zrcqsov/wheels/0c/66/c0/f9ea25da535775c4ffca5bbd385863945a6397fd1863f6abe8\n",
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"Successfully built valid_range\n",
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"Installing collected packages: valid_range\n",
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"Successfully installed valid_range-0.0.0\n",
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"\n",
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"\u001b[32m2024-03-25 16:14:07\u001b[0m \u001b[35mzmac\u001b[0m \u001b[34mguardrails-cli[96313]\u001b[0m \u001b[1;30mSUCCESS\u001b[0m \u001b[1;32m\n",
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"\n",
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" Successfully installed guardrails/valid_range!\n",
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"\n",
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" See how to use it here: https://hub.guardrailsai.com/validator/guardrails/valid_range\n",
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" \u001b[0m\n"
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]
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}
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],
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"source": [
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"!guardrails hub install hub://guardrails/valid_length\n",
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"!guardrails hub install hub://guardrails/two_words\n",
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"!guardrails hub install hub://guardrails/valid_range"
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]
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},
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{

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