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Hugging Face once again brings惊喜 to global AI developers by officially releasing the free online course for Model Context Protocol (MCP). As a standardized protocol connecting large language models (LLMs) with external data and tools, MCP is becoming the core technology for AI Agent development. This course covers the foundation of MCP protocol to practical development applications, with concise and practical content aimed at helping developers quickly get started and build efficient AI context interaction systems. AIbase deeply analyzes this...

Google integriert derzeit aktiv seinen neuesten KI-Assistenten Gemini in den Chrome-Browser, um Nutzern ein intelligenteres und komfortableres Surferlebnis zu bieten. Diese Funktion ähnelt dem Copilot im Microsoft Edge Browser, wurde aber von Google einzigartig gestaltet. Laut Analysen des Browser-Forschers Leopeva64 ist der Gemini AI-Assistent bereits in Chrome Canary (der experimentellen Version von Google Chrome) verfügbar.

LangChain is a platform based on language models designed for building and deploying large-scale applications using RAG (Retrieval Augmented Generation) technology. It encompasses query transformation, hypothesis document embedding (HyDE), routing mechanisms, query construction and indexing strategies, retrieval techniques, and the final generation phase. Lately, LangChain has implemented the guide for RAG (Retrieval-Augmented Generation), providing users with a detailed tutorial on how to build

The RAG system tutorial has been released! This system is based on arXiv papers as a context source and provides links to the source papers used in generating answers. Tutorial link: https://colab.research.google.com/drive/1Lc8eq8P87JjzUhbYb33_c7h7njsWb-hn#scrollTo=eCSBhP4FxOg3 . The tutorial thoroughly demonstrates the process of implementing the RAG system, including obtaining paper text, preprocessing and chunking PDF documents using Unstructured, creating a ChromaDB retriever, setting up RAG

A detailed translation of Claude's prompt design documentation, including what prompts are, the steps to design prompts, prompt optimization, and more, along with numerous examples of prompt design.