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1. query-bot query-bot Public

   QueryBot is an AI-powered chatbot leveraging a Retrieval-Augmented Generation (RAG) approach. Built with Flask, Docker, and integrated with Qdrant for data retrieval, it uses OpenAI's GPT models t…

   Python

2. deep-drl-defrag deep-drl-defrag Public

   DeepDefrag is a novel deep reinforcement learning (DRL) framework designed to proactively handle spectrum defragmentation (SD) in elastic optical networks

   Python

3. DefragDashboard DefragDashboard Public

   A dashboard for ECOC demonstration, This demonstration showcases the applicability and benefits of a deep reinforcement learning (DRL) agent for spectrum defragmentation in a realistic deployment. …

   Jupyter Notebook

4. optical-rl-gym-qot-aware optical-rl-gym-qot-aware Public

   Forked from carlosnatalino/optical-rl-gym

   This repository focuses on resource allocation in optical networks, considering physical impairment levels of optical fibers to optimize performance, reliability, and QoT. It integrates advanced a…

   Python