WebArena benchmark for BrowserGym
This package provides browsergym.webarena, which is an unofficial port of the WebArena benchmark for BrowserGym.
Note: the original WebArena codebase has been slightly adapted to ensure compatibility.
Server installation
You have two options to setup your webarena instance:
- option 1: follow the official webarena README
- option 2: use our unofficial setup scripts
We recommend option 2 as it allows you to easily customize the ports of each webarena domain, and offers a reset functionality that allows browsergym to trigger a full instance reset remotely.
Setup
- Install the package
pip install browsergym-webarena
- Download tokenizer resources
python -c "import nltk; nltk.download('punkt_tab')"
- Setup the URLs as environment variables. The ports for each domain here should correspond to those you used when setting up your webarena instance. Note also the
WA_prefix which is specific to browsergym.
BASE_URL=<YOUR_SERVER_URL_HERE> # example: "http://myazuremachine.eastus.cloudapp.azure.com"
# webarena environment variables (change ports as needed)
export WA_SHOPPING="$BASE_URL:8082/"
export WA_SHOPPING_ADMIN="$BASE_URL:8083/admin"
export WA_REDDIT="$BASE_URL:8080"
export WA_GITLAB="$BASE_URL:9001"
export WA_WIKIPEDIA="$BASE_URL:8081/wikipedia_en_all_maxi_2022-05/A/User:The_other_Kiwix_guy/Landing"
export WA_MAP="$BASE_URL:443"
export WA_HOMEPAGE="$BASE_URL:80"
# if your webarena instance offers the FULL_RESET feature (optional)
export WA_FULL_RESET="$BASE_URL:7565"
# otherwise, be sure to NOT set WA_FULL_RESET, or set it to an empty string
export WA_FULL_RESET=""
- Setup an OpenAI API key
export OPENAI_API_KEY=...
NOTE: be mindful of costs, as WebArena will call GPT4 for certain evaluations (llm_fuzzy_match).
Release files for browsergym-webarena 0.14.3
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
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| browsergym_webarena-0.14.3.tar.gz | 8.1 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| browsergym_webarena-0.14.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 16.4 kB
Release files / browsergym_webarena-0.14.3.tar.gz
| Download URL | browsergym_webarena-0.14.3.tar.gz |
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| Size | 8.1 kB |
| Tags | Source |
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| Size | 8.4 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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