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Large reasoning models exploit vulnerabilities when given the opportunity. Research suggests that these exploits can be detected by using large language models (LLMs) to monitor their chains-of-thought (CoT). Punishing models for "bad thoughts" does not prevent most misbehavior...

Want to build an application that provides personalized game recommendations? This tutorial will guide you step-by-step through building a customized game recommendation system using Retrieval Augmented Generation (RAG) techniques, combined with DeepSeek and Ollama models. We will use Epic G...

General Description Twin AI is a simple and useful tool to help users quickly turn photos or videos into personalized AI videos. It was developed by Alias Technologies for content creators, business users, or anyone who wants to try AI video production...

核心要点： MCP 协议通过引入 “流式 HTTP” 传输方案，实现了完全无状态化，并简化了通信方式，为未来更广泛的应用奠定了基础。 近日，消息通道协议 (MCP) 的一项关键技术改进提议获得通过，预...

综合介绍 xiaozhi-esp32-server 是一个为 小智AI聊天机器人（xiaozhi-esp32）提供后端服务的工具。它用 Python 编写，基于 WebSocket 协议，帮助用户快速...

综合介绍 Coze on WeChat 是一个开源项目，旨在帮助用户将 Coze 平台的 AI 机器人无缝接入微信。它基于 chatgpt-on-wechat 和 dify-on-wechat 开发...

综合介绍 csm-mlx 是基于苹果公司开发的 MLX 框架，专门为苹果芯片（Apple Silicon）优化了 CSM（Conversation Speech Model）语音对话模型。这个项目让用...

For ease of differentiation, knowledge bases outside of the Dify platform are collectively referred to as "external knowledge bases" in this article. Introduction Dify's built-in knowledge base functionality and text retrieval mechanism may not meet the needs of some advanced developers, who may need more precise control over text recall results. Some...

Recently, Dify released v1.0.1, which fixes some problems in the previous version. According to user feedback, many users are interested in the effect of Dify integration with RAGFlow. In this article, we will introduce Dify integration with RAGFlow...

综合介绍 Langfuse 是一个开源的 LLM（大语言模型）工程平台。它帮助开发者追踪、调试和优化 LLM 应用，提供观测调用、管理提示词、运行实验和评估结果的工具。平台由 Langfuse 团队开...