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local-deep-research is an AI-powered research assistant with deep, iterative analysis using LLMs and web searches
Affected versions of this package are vulnerable to Insertion of Sensitive Information into Log File via the logging of sensitive configuration data by the start_research function in local_deep_research.web.routes.research_routes and the run_research_process function in local_deep_research.web.services.research_service. These functions write full settings snapshots (including API keys, tokens, and passwords) to application logs instead of using a redacting logger, allowing anyone with access to the logs to obtain sensitive secrets.