trigaten / Prompt_Systematic_Review

Home Page:https://trigaten.github.io/Prompt_Survey_Site/

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Prompt Engineering Survey

Install requirements

after cloning, run pip install -r requirements.txt from root

Set up API keys

Make a file at root called .env.

For HF: https://huggingface.co/docs/hub/security-tokens, also run huggingface-cli login

Put your key in like:

OPENAI_API_KEY=sk-... HF_TOKEN=...

Then to load the .env file, type: pip install pytest-dotenv

You can also choose to update the env file by doing: py.test --envfile path/to/.env

In the case that you have several .env files, create a new env_files in the pytest config folder and type:

env_files = .env .test.env .deploy.env

blacklist.csv

Papers we should not include due to being poorly written or AI generated

Notes

  • Sometimes a paper title may appear differently on the arXiv API. For example, "Visual Attention-Prompted Prediction and Learning" (arXiv:2310.08420), according to arXiv API is titled "A visual encoding model based on deep neural networks and transfer learning"

  • When testing APIs, there may be latency and aborted connections

  • Publication dates of papers from IEEE are missing the day about half the time. They also may come in any of the following formats

    • "April 1988"
    • "2-4 April 2002"
    • "29 Nov.-2 Dec. 2022"

About

https://trigaten.github.io/Prompt_Survey_Site/

License:MIT License


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