We currently support the latest version of the project available on the main branch.

We take the security of our system seriously. If you believe you have found a security vulnerability in the Multi-Agent Research System, please report it to us as soon as possible.

Please do not report security vulnerabilities through public GitHub issues.

Instead, please report it via the "Report a vulnerability" button on the GitHub repository's Security tab, or contact the repository maintainers directly.

Please include the following details in your report:

• Type of issue (e.g., API key exposure, dependency vulnerability, etc.)
• Full paths of source file(s) related to the manifestation of the issue.
• The location of the affected source code (tag/branch/commit or direct URL).
• Any special configuration required to reproduce the issue.
• Step-by-step instructions to reproduce the issue.
• Impact of the issue, including how an attacker might exploit the issue.

We will acknowledge your report and aim to provide a fix or workaround as soon as possible.

This project requires a Google Cloud API Key (GOOGLE_API_KEY) to function.

• NEVER commit your .env file or your API keys to version control.
• Ensure .env is listed in your .gitignore file.
• If you suspect your API key has been compromised, revoke it immediately in the Google Cloud Console and generate a new one.

This system uses Google's Gemini API for generating content.

• Data submitted to the agents (topics, research notes) is sent to Google's servers for processing.
• Please review Google's Generative AI Terms of Service and Privacy Policy to understand how your data is handled.
• Do not input sensitive, confidential, or personally identifiable information (PII) into the system.

We recommend regularly updating the project dependencies to ensure you have the latest security patches.

pip install --upgrade -r requirements.txt