Technology Article

Based on the architecture of both Orchard Core and the CrestApps AI project, there are a few specific reasons why you are encountering a 404 "Page Not Found" error for /Admin/Elasticsearch/Index even …
In the CrestApps AI ecosystem for Orchard Core, an AI Profile is the central blueprint or "brain" configuration that defines exactly how a specific AI assistant should behave, what it knows, and what …
In the context of the CrestApps AI module for Orchard Core, an Orchestrator acts as the "brain" or central coordinator for an AI Profile or Chat Interaction. When the description says, "The …
Skill: Linux CLI C# DLL Inspection & Decompilation Description: A comprehensive workflow for locating specific C# methods, classes, or strings inside compiled .dll binaries, tracing their origin to …
Since you already have bge-m3:latest downloaded in Ollama, you can consume it via the REST API or official client libraries. Since your file path (~/Code/DotNest-Core-SDK/...) suggests you are …
Ollama does not have a built-in "API Key" authentication system for its local server. By default, it is designed for open local access. However, because Ollama provides an OpenAI-compatible endpoint, …
The Glory Hour: A Complete Guide to Meditation and Dhamma Practice 1. The Transition: Leaving the Worldly Behind The transition from the chaotic energy of daily work to the serene state of meditation …
Configuring "skills" in Gemini can mean two things: setting up your own Gems (custom agents) or providing technical documentation files so Gemini understands Orchard Core’s specific architecture. …
这份文稿详细讲解了评估 AI RAG(检索增强生成)系统的五个核心指标,主要将评估分为了检索阶段和响应(生成)阶段。 以下是全文的核心内容总结: 一、 检索阶段评估指标(关注检索的内容好不好) 在这个阶段,主要评估检索器找出的“上下文”质量,核心看三个指标: 1. 上下文相关性 (Context Relevance) 比较对象:检索出的上下文 vs 用户输入的问题。 核心含义:看检索出来的文档 …
这份文稿是上一部分内容的延续,主要从代码实战应用、综合评分标准以及系统优化策略三个维度,深入讲解了如何将 RAG 评估落地并在发现问题后进行调优。 以下是核心内容的详细总结: 一、 评估框架 (Ragas) 的实战应用 在实际代码中,使用 Ragas 框架进行评估通常遵循一套固定的“套路”: 准备数据:针对实际项目(如金融助手),通常只需要准备**“用户问题”和对应的“参考答案”。将问题输入给你 …