Security fixes are applied to the default branch and the latest public release. Older research snapshots are provided for reproducibility and may not receive backported fixes.
Please do not disclose sensitive issues in a public GitHub issue. Instead,
contact the maintainer listed in pyproject.toml or use GitHub's private
security advisory workflow if it is enabled for the repository.
Useful reports include:
- affected version or commit,
- operating system and Python version,
- exact dependency versions when relevant,
- minimal reproduction steps,
- whether secrets, local files, or remote services are exposed.
AdsMind can use hosted LLM APIs. Never commit API keys or provider credentials.
Use environment variables or the local config file managed by the UI. The
project .gitignore excludes .env files and Streamlit secrets by default.