northerndev88.bsky.social
@northerndev88.bsky.social
Building MemVault. Giving AI agents long-term memory via async GraphRAG ("Sleep Cycles"). Open Source / Next.js / Postgres.
https://github.com/marketplace/actions/memvault-sync
https://github.com/marketplace/actions/memvault-sync
Stop arguing with a goldfish.
Standard RAG searches lack object permanence. They see text, but they don't see time.
MemVault fixes this by giving your agent a proper long-term memory that distinguishes between static code and runtime events.
github.com/marketplace/...
#BuildInPublic#IndieDev#Dev
Standard RAG searches lack object permanence. They see text, but they don't see time.
MemVault fixes this by giving your agent a proper long-term memory that distinguishes between static code and runtime events.
github.com/marketplace/...
#BuildInPublic#IndieDev#Dev
a man in a blue shirt is holding a piece of paper and says " my memory is foggy "
ALT: a man in a blue shirt is holding a piece of paper and says " my memory is foggy "
media.tenor.com
December 18, 2025 at 7:45 AM
Stop arguing with a goldfish.
Standard RAG searches lack object permanence. They see text, but they don't see time.
MemVault fixes this by giving your agent a proper long-term memory that distinguishes between static code and runtime events.
github.com/marketplace/...
#BuildInPublic#IndieDev#Dev
Standard RAG searches lack object permanence. They see text, but they don't see time.
MemVault fixes this by giving your agent a proper long-term memory that distinguishes between static code and runtime events.
github.com/marketplace/...
#BuildInPublic#IndieDev#Dev
Building MemVault because standard RAG fails on context. Vectors find keywords, not relationships.
My fix: "Sleep Cycles." I added async processing that consolidates entities into a Knowledge Graph in the background.
Stack: Next.js, Postgres (pgvector), Redis.
#ai #rag #opensource
My fix: "Sleep Cycles." I added async processing that consolidates entities into a Knowledge Graph in the background.
Stack: Next.js, Postgres (pgvector), Redis.
#ai #rag #opensource
a cartoon of a man using a mac computer
ALT: a cartoon of a man using a mac computer
media.tenor.com
December 17, 2025 at 1:33 PM
Building MemVault because standard RAG fails on context. Vectors find keywords, not relationships.
My fix: "Sleep Cycles." I added async processing that consolidates entities into a Knowledge Graph in the background.
Stack: Next.js, Postgres (pgvector), Redis.
#ai #rag #opensource
My fix: "Sleep Cycles." I added async processing that consolidates entities into a Knowledge Graph in the background.
Stack: Next.js, Postgres (pgvector), Redis.
#ai #rag #opensource