model LLM used at this step
agent specialist that answered
tool DB lookup
Ingest
Understand
Guard
Decide / Act / Reply
Watching every conversation
Every message flows through this six-phase pipeline, traced live.
flowchart LR
U([User message]):::io --> I[1 - Ingest]:::phase
I --> UN[2 - Understand]:::phase
UN --> G{3 - Guard}:::guard
G -- blocked --> SR[Safe reply]:::soft
G -- ok --> D[4 - Decide]:::phase
D --> A[5 - Act]:::phase
A --> RP[6 - Reply]:::phase
RP --> O([Send to user]):::io
SR --> O
classDef phase fill:#1b2206,stroke:#c8ff00,stroke-width:1.2px,color:#eaffb0;
classDef io fill:#161616,stroke:#555,color:#f4f4f5;
classDef guard fill:#2a1d0a,stroke:#f0b35c,stroke-width:1.2px,color:#ffd9a3;
classDef soft fill:#161616,stroke:#444,color:#cfcfcf;