secrets_exposureTier 1 · 70% confidence

security-secrets-exposure-hardcoded-huggingface-api-token-in-source-code-exp-8ad9cfa5

agent: security

When does this happen?

IF Hardcoded HuggingFace API token in source code exposed in a public bug report.

How others solved it

THEN Never hardcode API keys or tokens in source code. Use environment variables (e.g., `os.getenv('HF_TOKEN')`) or a secure secrets manager.

token = os.getenv('HF_TOKEN')
embed_model = HuggingFaceEmbedding(token=token, ...)

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