LocalGPT: a local-first AI assistant in Rust with persistent memory
LocalGPT is a Rust-built, single-binary AI assistant that stores memory in markdown and supports multiple LLM providers. It’s positioned as a privacy-friendly, local-first alternative inspired by OpenClaw’s workspace pattern.
LocalGPT is an open-source, local device–focused AI assistant written in Rust.
**Highlights**
- Single-binary distribution (no Docker/Python runtime required).
- Persistent memory stored as markdown files (SOUL / MEMORY / HEARTBEAT pattern).
- SQLite-based indexing: FTS5 for keyword search and sqlite-vec for semantic search.
- Multiple LLM backends (Anthropic, OpenAI, Ollama).
**Why it matters**
Local-first assistants are gaining momentum as teams balance productivity with privacy and deployment simplicity. A Rust-based single binary can be easier to roll out across developer machines and servers.
**Tags:** AI, Open Source, Developer Tools
Source: GitHub