Maintain cross-session customer context, retrieve memories, and prune stale support facts.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Never Ask Twice" yet — see the docs or source repo.
Using this customer's past session memories, summarize the current issue background, attempted solutions, open questions, and flag any possibly outdated information.
A support context summary with past issues, progress, recommended next steps, and outdated-info flags.
For the customer's latest ticket, retrieve the memories most relevant to their account, product configuration, and past incidents, then rank them by relevance.
A ranked list of relevant memories to help the support agent quickly understand the customer situation.
Review this customer's memory store, identify expired account details, old configurations, and resolved issues, and suggest deletion or lower-priority treatment.
A list of stale facts with cleanup recommendations to keep customer memory accurate and useful.
Search past conversations before answering to recover context and avoid wrong assumptions.
Semantically search and expand session history to quickly recall past discussions.
Give AI agents persistent memory across sessions with automatic context retrieval.
Query all memory stores at once and get a ranked, token-budgeted briefing.
Store and retrieve conversation memories for AI agents using natural language.
Provide persistent memory for AI agents across sessions and tasks.