Start balanced, increase depth when the decision is risky.
fast
Latency-first recall for lightweight context refreshes.
balanced
Default profile for most coding and operator workflows.
verified
Adds stronger evidence posture when the memory will affect a decision.
deep
Use for richer recall paths where quality matters more than speed.
Pass the profile with the recall request.
client.recall(
"billing rollout risks",
profile="verified",
limit=8,
)Profiles do not make generated answers automatically true.
Recall improves the evidence available to an agent. The final answer still needs normal review, tool verification, and product judgment.