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Written by Max Zeshut
Founder at Agentmelt · Last updated Sep 9, 2026
Providing a small number of examples in the prompt so the AI model learns the desired output format, style, or reasoning pattern. Unlike fine-tuning (which retrains the model), few-shot learning happens at inference time. Sales agents use few-shot examples to match your email tone; support agents use them to follow your ticket-resolution playbook.
See it as a workflow
Inbound Lead Qualification WorkflowTrigger, steps, n8n nodes, guardrails and an importable template — plus what it costs to have it built.
Or skip the build
Workflows from $197/month, custom agents from $2,000.