Category

llm

4 articles

Chronicle

4 posts

2025

04
  1. 01 Chunking Strategies in RAG Systems Retrieval-Augmented Generation (RAG) has become a key technology in the field of artificial intelligence, enhancing the output quality of large language models by incorporating external knowledge bases. In RAG systems, document chunking strategies are seemingly simple yet crucial components that directly impact retrieval accuracy and overall system efficiency. This article explores how various chunking strategies work, their advantages and disadvantages, and suitable application scenarios to help you choose the best solution for specific use cases.
  2. 02 Doubao Text-to-Image Prompts Introducing a carefully curated collection of Doubao text-to-image prompt templates to help quickly generate high-quality, stylistically diverse images
  3. 03 What is MCP? MCP is an open protocol standard developed by Anthropic that allows AI models like Claude to seamlessly interact with external tools, data sources, and development environments, enhancing their capabilities while addressing enterprise data security concerns.
  4. 04 What is RAG? RAG (Retrieval-Augmented Generation) is a technique that improves the accuracy of large language models and reduces hallucinations by incorporating user-specific data to enhance the quality and relevance of LLM responses.