Introduction to LlamaIndex and LangChain, and a comparative analysis of the two. Long press to follow “AI Technology Talks” This article introduces the core mechanisms of LlamaIndex and compares its main differences with the LangChain framework. It will demonstrate how to integrate these frameworks into end-to-end projects to fully leverage the potential of large language … Read more
Anthropic has open-sourced a revolutionary new protocol—MCP (Model Context Protocol)—which aims to completely address the pain points of connecting data in LLM applications! Its goal is to enable cutting-edge models to generate better and more relevant responses. No longer will you need to write custom integration code for each data source; MCP handles it all … Read more
1. DeepSeek is a Python library Install the library First, ensure your Python environment is properly configured (you can do this in VSCode by creating a virtual environment, etc.). Use pip install deepseek – your – specific – version (if there are specific version requirements) to install the DeepSeek library. Import and use in your … Read more
Authorized Reprint by Author Author: Li Wenzhe Excerpt from: Inclusive Big Data Center Introduction The Knowledge Graph is currently a hot research topic. Since Google launched its first version of the Knowledge Graph in 2012, it has sparked a wave of interest in both academia and industry. Major internet companies quickly launched their own Knowledge … Read more
Better integration and exploration of industry data is expected to provide new possibilities for the development of multimodal large models in vertical fields. How can the traditional research advantages of Hong Kong connect with industrial opportunities, and how can international channels collaborate with local resources? By｜《财经》special correspondent in Hong Kong, Jiao Jian Editor｜Su Qi The … Read more