null-drift

Local AI memory without the VectorDB bloat

6 followers

Local AI memory without the VectorDB bloat

6 followers

null-drift is a lightweight, bare-metal memory daemon for local AI agents. Instead of bloating a VectorDB with logs, it uses continuous state with geometric decay. Low-level noise naturally evaporates over time, while high-salience milestones permanently warp the state array. Built with a decoupled Rust and Python architecture to eliminate C-linker deadlocks and keep concurrency blazing fast. Fully open-source and local-first.

Free

Launch tags:Open Source•Developer Tools•Artificial Intelligence

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ClarifyThe autonomous CRM that helps you sell more

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Maker

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hey Product Hunt! 👋 i'm Anshuman, and i built null-drift. i was building local AI agents and got tired of the context-window bloat and heavy overhead of standard VectorDBs. so i built a lightweight alternative. null-drift is a local memory daemon that uses geometric decay - meaning low-level noise naturally evaporates, while high-importance milestones permenantly warp the state array. under the hood, it uses a decoupled Python (FastAPI/ML) and bare-metal Rust (Axum/Tokio) architecture to keep concurrency fast without C-linker deadlocks. its completely open-source. would love to hear how u guys handle long-term agent memory and if u have any feedback on the repo!

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3mo ago

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