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Recommended
SignalCut: An Intelligent Tool for Turning AI Search Visibility Gaps into Video Marketing Campaigns
SignalCut is an innovative web application that analyzes brands' visibility gaps in AI search, automatically generates evidence-based marketing strategies, and creates Hera video materials, helping early-stage brands gain a competitive edge in the AI answer engine era.
AI搜索AEOGEO视频营销内容生成
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Nornir MCP Server: An Enterprise-Grade Bridge for Integrating Large Language Models into Network Automation
Nornir MCP Server is an enterprise-level server based on the Model Context Protocol (MCP). It seamlessly integrates large language models (such as Claude) with the Nornir network automation framework, supporting natural language orchestration for multi-vendor network devices (Cisco, Arista, Juniper, etc.), and providing production-grade features like a dual-engine architecture (NAPALM + Netmiko), intelligent filtering, and a secure sandbox.
Bibliothèque Française LLM: A French Public Domain Literature Index System Optimized for Large Language Models
Bibliothèque Française LLM is a structured indexing and annotation project for French public domain literature designed specifically for large language models (LLMs). It integrates multiple authoritative sources such as DraCor, Common Corpus, and Wikisource, providing metadata indexing categorized by genre, author, and era, as well as in-depth annotations for dramatic texts (including characters, lines, stage directions, etc.). Its aim is to enable LLMs to efficiently read and understand classic French literary works.
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StockSense AI：为中小企业打造的智能库存预测与可解释AI平台
一个专为电商中小企业设计的机器学习驱动库存预测系统，集成Prophet和LightGBM进行时间序列预测，使用SHAP值提供可解释性，并通过LLM将复杂数据转化为可执行的业务建议。
从TF-IDF到Transformer：情感分类的演进之路与集成学习新探索
本文深入探讨了从传统机器学习到现代Transformer模型在情感分类任务中的演进过程，通过对比实验揭示RoBERTa以93.02%准确率领先，并验证了软投票集成策略的有效性。
Nexus Next-Gen AI: A Next-Generation AI System Architecture Integrating Agentic and Multimodal Capabilities
Nexus Next-Gen AI is an open-source project exploring next-generation AI system architectures, focusing on the deep integration of Agentic AI and multimodal AI, with the goal of building intelligent systems capable of autonomous reasoning, planning, and executing multi-step tasks.
GitHub Workflow MCP: A Bridge to Open GitHub Engineering Workflows to AI Agents
github-workflow-mcp is an MCP server project that opens GitHub's engineering workflow capabilities to AI Agents via the Model Context Protocol, enabling AI to directly participate in development processes such as code review, Issue management, and CI/CD monitoring.
oxproxion: A Versatile LLM Chat Client for Android
oxproxion is an open-source Android chat application that supports OpenRouter cloud models and local models (Ollama, LM Studio, etc.), providing rich conversation management, role customization, and tool integration capabilities.
Robust Reasoning Benchmark: Testing the Reasoning Robustness of Large Models in Language Traps
The Robust Reasoning Benchmark is a test specifically designed to evaluate the performance of modern reasoning models when faced with language traps and misleading expressions, revealing the vulnerability of current large language models in complex logical reasoning.
thrashl: A Control Layer for Agent Workflows to Reduce Oscillations and Improve Signal-to-Noise Ratio
thrashl is a control layer framework focused on optimizing the stability of AI Agent workflows. It reduces invalid oscillations during Agent execution and improves task completion quality and efficiency through state management, execution strategies, and feedback mechanisms.
MEDIFUSION: An Intelligent Medical Diagnosis Framework Integrating Multimodal Perception and LLM Reasoning
MediFusion is an innovative multimodal AI medical framework that integrates voice, imaging, OCR, and clinical records into an intelligent diagnosis system based on RAG and LLaMA 3.1, supporting multilingual discharge report generation and AI-assisted medical workflows.
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