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It performs a similarity search using the Pinecone SDK to find similar questions from a dataset.\n\n![Demo](./pinecone-demo.gif)\n\n## Running the app locally\n\nBegin by cloning this git repo and navigating to the project directory.\n\nNext, create a virtual environment and activate it:\n\n```\npython -m venv venv\n. venv/bin/activate\n```\n\nInstall dependencies by running:\n\n```\npython -m pip install -r requirements.txt\n```\n\nCreate an `.env` file and add your Pinecone API key:\n\n```\nPINECONE_API_KEY=your-key-here\n```\n\nFinally, to run the app on your machine, simply run this command from the terminal:\n\n```\nflask run\n```\n\nOr, to run the app in debug mode, add the `FLASK_ENV=development` environment variable before the command:\n\n```\nFLASK_ENV=development flask run\n```\n\nThe app should now be running on http://127.0.0.1:5000 in your browser.\n\n## Resources\n\nPython, pyenv, and pip\n- https://realpython.com/intro-to-pyenv/\n- https://github.com/pyenv/pyenv\n- https://github.com/pyenv/pyenv/blob/master/COMMANDS.md#pyenv-shell\n- https://pip.pypa.io/en/latest/user_guide/#requirements-files\n- https://www.twilio.com/blog/environment-variables-python\n\nFlask\n- https://flask.palletsprojects.com/en/2.0.x/installation/\n- https://flask.palletsprojects.com/en/2.0.x/quickstart/\n- https://flask.palletsprojects.com/en/2.0.x/tutorial/\n- https://github.com/pallets/flask/tree/main/examples/tutorial\n- https://flask.palletsprojects.com/en/2.0.x/api/#flask.Request\n\nPinecone\n- https://www.pinecone.io/docs/quickstart-python/\n- https://www.pinecone.io/docs/examples/question-answering/\n- https://docs.beta.pinecone.io/en/latest/python_client/manage.html\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthawkin3%2Fpinecone-demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthawkin3%2Fpinecone-demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthawkin3%2Fpinecone-demo/lists"}