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Give multiple AI tools shared, local-first long-term memory you control.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "piia-engram" yet — see the docs or source repo.
Save the following project details to long-term memory and prioritize them in future chats: project name "Atlas"; stack: Next.js, PostgreSQL, Redis; coding preferences: functional style and strict TypeScript mode; default output language: Chinese.
The tool stores reusable project memory that compatible AI tools can read later for continued context.
Remember my writing preferences: keep emails professional but concise, avoid exaggerated wording, and end with clear action items; use these rules by default in future email drafts.
The tool saves personal preferences so different AI assistants can produce a consistent style.
Write these key competitor-research findings into memory: main competitors are A, B, and C; users care most about pricing transparency, response speed, and integrations; recall these findings first next time we analyze related products.
The tool preserves reusable research conclusions for direct recall in future analysis.
Give AI tools a personal semantic memory layer for storing and recalling information.
Give AI clients persistent memory with hybrid search and knowledge graph retrieval.
Query and store private local memories with temporal reasoning and citations.
Give AI assistants searchable, structured, persistent local memory without external LLMs.
Give AI coding tools persistent memory across sessions, devices, and workflows.
Manage a local AI memory vault with search, packing, and receipt verification.