RoxAI + RoxKV: AI-Powered Database Platform

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Created by team roxkv on July 09, 2026
Hybrid Token-Efficient Routing Agent

RoxAI is an intelligent AI orchestration layer built on top of RoxKV, a custom in-memory key-value database developed entirely from scratch in Go to explore systems programming, concurrent networking, and database internals. RoxKV provides thread-safe storage, TCP networking, persistence through snapshots, TTL-based key expiration, Publish/Subscribe messaging, custom command parsing, and background workers. Building on these capabilities, RoxAI allows users to interact with the database using natural language instead of memorizing commands. Rather than directly accessing the database, RoxAI performs semantic tool routing to identify the most relevant operations, executes the required tools, gathers structured results, and generates meaningful responses. This approach reduces the number of tools exposed to the language model, improving efficiency and minimizing unnecessary context.RoxAI is an intelligent AI orchestration layer built on top of RoxKV, a custom in-memory key-value database developed entirely from scratch in Go to explore systems programming, concurrent networking, and database internals. RoxKV provides thread-safe storage, TCP networking, persistence through snapshots, TTL-based key expiration, Publish/Subscribe messaging, custom command parsing, and background workers. Building on these capabilities, RoxAI allows users to interact with the database using natural language instead of memorizing commands. Rather than directly accessing the database, RoxAI performs semantic tool routing to identify the most relevant operations, executes the required tools, gathers structured results, and generates meaningful responses. RoxAI implements a semantic tool-routing mechanism that ranks available tools based on the user's intent and exposes only the most relevant candidates to the language model. This reduces context size, improves efficiency, and enables reliable tool execution even on small locally hosted LLMs.

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