cyberneticlibrary

Build and train AI chat systems

bmc-panelin-chatsubagentsetup L31
matiasportugau-ui/Calculadora-BMC
What it does

Execute AI chat with training corrections

Best for

Building domain-specific chat with trainable system prompts and live response feedback.

Inputs
  • · [object Object]
Outputs
  • · [object Object]
  • · [object Object]
Requires
  • · Server-Sent Events
  • · GCS registry
  • · WhatsApp Cloud API
Preconditions

BMC_API_TOKEN set; /private file access; Ctrl+Shift+D dev mode available

Failure modes
  • · SSE stream disconnect
  • · GCS bucket unavailable
  • · KB match miss
Trust signals
  • · Multiple tool categories tested (28 Anthropic tools)
  • · GCS cold-start recovery
  • · In-process telemetry ring buffer