{"repo":"hedimanai-pro/toolops","free":true,"listed":false,"github":"https://github.com/hedimanai-pro/toolops","clone":"git clone https://github.com/hedimanai-pro/toolops.git","description":"ToolOps is a framework-agnostic middleware SDK that treats every tool call as a first-class operation. By wrapping your tools in a single decorator, you instantly upgrade them with industrial-grade caching, resilience, and observability.","language":"Python","stars":12,"topics":["agent","agentic-ai","ai","ai-agents","cache","cache-storage","tools","agent-tools","circuit-breaker","langchain"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"🇬🇧 English 🇫🇷 Français 🇨🇳 中文 🇯🇵 日本語 🇪🇸 Español 🇩🇪 Deutsch 🇵🇹 Português 🇰🇷 한국어 🇷🇺 Русский 🇮🇳 हिन्दी ToolOps The Industrial-Grade Resilience & Efficiency Layer for AI Agent Tools Build production-ready AI agents. Stop writing infrastructure boilerplate. Website · Documentation · Quickstart · Changelog --- ⚡ 30-Second Pitch \"ToolOps is to AI Tools what a Service Mesh is to Microservices.\" When you build AI agents, external calls (LLMs, APIs, DBs) are expensive , unreliable , and slow . ToolOps eliminates the boilerplate. It is a framework-agnostic middleware SDK that wraps any Python function in a single decorator, instantly upgrading it with caching, resilience, observability, and concurrency control. 🚀 Benchmarks & Impact - 90% reduction in LLM calls via Semantic Caching. - ToolOps — Built for Production. Licensed under Apache 2.0","default_branch":null,"files":null,"tree":[],"storefront":"/r/hedimanai-pro","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hedimanai-pro/toolops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}