cyberlife-coder/VelesDB
VelesDB is a local‑first AI data engine written in Rust that unifies vectors, full‑text and graph in a single file with a familiar SQL‑like language. Instead of sending every RAG or semantic search query to a remote cluster, VelesDB runs directly on your server, laptop, browser, mobile or edge device — no cloud dependency, no external services, ..
AI agents often struggle with remembering past interactions or understanding complex relationships within data. VelesDB provides a solution by acting as a local-first memory for AI agents, combining vector search for similarity, graph capabilities for connections, and structured data storage for facts. It takes in various types of data and allows agents to query it all with a single, familiar SQL-like language, ensuring they retain context and knowledge. This is ideal for developers creating AI applications who need to give their agents robust, private, and portable memory.
Use this if you are building AI agents and need a single, embedded database that provides semantic, episodic, and procedural memory without relying on external cloud services.
Not ideal if your application strictly requires a simple key-value store or already has a deeply integrated, existing database system for all data types.
Stars
28
Forks
2
Language
Rust
License
—
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
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