Pattern di design agentici

Strumenti e azioni (1)

I loop di base. Parti da qui.

• ReAct: reason, act, observe, repeat

  The default shape for any agent that needs to gather information before answering. Reach for it first, and only add planning, reflection, or multi-agent structure when a measured failure justifies the extra machinery.

  1 Strutturale3 Gap predefinito

Ragionamento e riflessione (1)

Investi più ragionamento per guadagnare affidabilità.

• Reflection: draft, critique, revise

  Where output quality matters more than latency and the failure is subtle rather than obvious: summaries that quietly invent specifics, copy that overstates coverage, answers that read fluent and are wrong. Do not apply it everywhere; it multiplies both cost and time.

  1 Strutturale2 Gap predefinito1 Dipende dall'implementazione

Recupero (1)

Ancora la risposta a qualcosa fuori dal modello.

• Corrective RAG: grade what you retrieved before you answer

  Any retrieval system where a near-miss passage would be summarised into a confident wrong answer. The value is not better recall; it is refusing to answer from passages that merely share vocabulary with the question.

  1 Gap predefinito2 Dipende dall'implementazione

Memoria (1)

Stato che sopravvive alla sessione successiva.

• Episodic and semantic memory: remember turns, and remember facts

  Any assistant expected to know the user across sessions. The split matters most once the transcript is long: loading old conversations to 'remember' someone is expensive and drags the answer toward whatever was being discussed then.

  1 Strutturale2 Gap predefinito1 Dipende dall'implementazione

Campionamento e ricerca (1)

Genera più candidati, poi scegli.

• Self-consistency: sample several paths, take the majority

  Short factual or arithmetic answers where a single path is occasionally and silently wrong, and where you can afford N times the cost. Useless for open-ended generation, where there is no answer to count.

  1 Strutturale2 Gap predefinito1 Dipende dall'implementazione

Multi-agente (1)

Dividi il lavoro quando è davvero parallelo.

• Supervisor and workers: route subtasks to specialists

  When subtasks are genuinely independent, or need materially different instructions, and context isolation is the actual win. Not when they merely sound different. A team of agents that did not need to be a team is a larger bill and more places to fail.

  1 Strutturale3 Gap predefinito

Sicurezza e instradamento (1)

Decidi cosa viene eseguito e cosa si ferma a chiedere.

• Dry-Run: simulate before you execute

  Any agent that can take an action the user would not want undone by accident: deletion, payment, sending, deploying, writing to production. Use it wherever 'the agent did it before I could stop it' is a plausible incident report.

  2 Strutturale3 Gap predefinito

Specializzati (0)

Forme specifiche per problemi specifici.

Fa parte della tassonomia. Per questa famiglia non è stato ancora costruito un pattern.