The Orchestration Pipeline.

See how raw natural conversations are instantly broken down, cross-referenced against vector memories, and routed to your team in real-time.

Layer 01 // Audio Engine STT_GATEWAY

Incoming voice calls are streamed directly into Sarvam speech models. Native audio is transcribed and aligned to intent states.

STREAMING_AUDIO HIN / TAM / KAN

Layer 02 // Neural Recall VECTOR_DB

Entities and facts are stored using mem0 into ChromaDB. During live chats, historical interactions are recalled based on cosine distance.

CHROMA_QUERY d(u,v) = 0.8842

Layer 03 // Action Dispatch ROUTER_MAIN

Intent classifier determines task domains (e.g. Sales, Support, billing). Duplicate checks prevent ticket floods across messaging channels.

ACTION_ROUTER ACTIVE

SYS.task_id #9041

MEM.state vector_updated

ACT.dispatch billing_team