DeepBoner
Verified Safeby The-Obstacle-Is-The-Way
Overview
AI-powered deep research agent for sexual health, synthesizing biomedical literature and clinical trials.
Installation
uv run python src/app.pyEnvironment Variables
- OPENAI_API_KEY
- ANTHROPIC_API_KEY
- NCBI_API_KEY
- HF_TOKEN
- LLM_PROVIDER
- OPENAI_MODEL
- HUGGINGFACE_MODEL
- OPENAI_EMBEDDING_MODEL
- LOCAL_EMBEDDING_MODEL
- MAX_ITERATIONS
- ADVANCED_MAX_ROUNDS
- ADVANCED_TIMEOUT
- SEARCH_TIMEOUT
- LOG_LEVEL
- CHROMA_DB_PATH
Security Notes
The project handles API keys via environment variables (e.g., OPENAI_API_KEY, HF_TOKEN) and a Pydantic Settings class, which is a good practice for preventing hardcoded secrets. It makes external network calls to well-known biomedical research APIs (PubMed, ClinicalTrials.gov, Europe PMC, OpenAlex, HuggingFace Inference API, OpenAI API). The architectural decision to remove Modal integration means the current version does not expose arbitrary code execution in a cloud sandbox, enhancing security. The primary risks involve proper management of API keys by the user and potential cost overruns if not carefully monitored, given the nature of LLM agents making multiple API calls.
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