## Turn 1

*   `app/main.py`: FastAPI app, registers proxy routes and dashboard pages. (Entry point)
    *   `app/proxy.py`: Handles `/v1/chat/completions`, records metadata, forwards to `llama.cpp`. (Core logic, data flow)
    *   `app/store.py`: SQLite interactions (runs, llm_requests). (Data persistence)
    *   `app/reports.py`: Aggregates stats from SQLite. (Data retrieval/presentation)
    *   `app/redaction.py`: Removes secrets before previews. (Security/Privacy)

    *   *Entry Points:*
        *   `app/main.py` (FastAPI routes)
        *   `app/proxy.py` (Specific endpoint: `/v1/chat/completions`)

    *   *Data Flow:*
        1.  User Request $\rightarrow$ `app/main.py` (Routing)
        2.  `app/main.py` $\rightarrow$ `app/proxy.py` (Request handling)
        3.  `app/proxy.py` $\rightarrow$ `app/store.py` (Logging metadata/requests to SQLite)
        4.  `app/proxy.py` $\rightarrow$ `llama.cpp` (Upstream inference)
        5.  `llama.cpp` $\rightarrow$ `app/proxy.py` (Response)
        6.  `app/proxy.py` $\rightarrow$ `app/redaction.py` (Sanitizing response for preview)
        7.  `app/proxy.py` $\rightarrow$ User (Final response)
        8.  `app/reports.py` $\leftarrow$ `app/store.py` (Data retrieval for dashboard)

    *   *Risky Modules:*
        *   `app/proxy.py`: Handles external requests and upstream communication (potential for injection, SSRF, or prompt injection).
        *   `app/store.py`: SQL interaction (SQL injection risk if not using parameterized queries).
        *   `app/redaction.py`: If the regex/logic is weak, PII/secrets might leak to the dashboard.
        *   `app/main.py`: General exposure of dashboard pages (Auth/Authorization risk).

    *   `entry_points`: ["app/main.py", "app/proxy.py"]
    *   `data_flow`: ["User -> main.py -> proxy.py -> store.py (logging)", "proxy.py -> llama.cpp (inference)", "llama.cpp -> proxy.py -> redaction.py -> User", "store.py -> reports.py -> main.py (dashboard)"]
    *   `risks`: ["SQL Injection in app/store.py", "Prompt Injection/SSRF in app/proxy.py", "Incomplete redaction in app/redaction.py", "Unauthorized access to dashboard in app/main.py"]

    *   JSON format? Yes.
    *   Keys: `entry_points`, `data_flow`, `risks`? Yes.