Table of Content
The fifth article in the series on large models and their applications: Application cases of large models in the power industry
Explore the innovative application of big models in the power industry, such as intelligent generation and verification of dispatching operation tickets and intelligent monitoring of illegal operations at production sites. Based on the big model knowledge base, integrate general and vertical models, build a knowledge graph, and improve work efficiency and safety. Smart hardware development and...
Comparison and analysis between RAG development framework LangChain and LlamaIndex: Which one is more suitable for your AI application?
In-depth analysis of the RAG technical framework, comparing the core differences between LangChain and LlamaIndex in one article! From functional features to applicable scenarios, a comprehensive analysis of the two frameworks. Whether you want to flexibly build complex AI applications or focus on efficient data retrieval, there is always one that suits you. Click to read for details!
Is RAG dead? No, it will dominate the future of AI
Exploring the future of AI, is RAG really dead? Actually not! RAG technology is not simply expanding the context window, but its principle is to inject external knowledge into the model in real time. It can make up for the limitations of pre-training data and solve the fatal weaknesses of the model such as the inability to access private data. Want to learn more about RAG technology? Click to...
OpenAI’s seven experiences in implementing enterprise AI: a practical guide from evaluation to automation
"In-depth analysis of OpenAI's seven valuable experiences in implementing enterprise AI! Covering practical guidelines from evaluation to automation. The article details cases such as Morgan Stanley and Indeed, demonstrating the importance and methods of key links such as model fine-tuning. It provides a strong reference for enterprises to create value with AI tools. Click to read for details!"
Three levels of design prompts to help you use AI with ease
Explore how to make AI big models serve you efficiently! This article deeply analyzes the three stages of designing prompts, and shares the advanced path from beginner to advanced prompt engineer. It introduces the five elements of the prompt framework in detail, and teaches you how to master the skills of writing prompts. The reproducible template can save you hours every week, so click to...
Overthrowing traditional RAG, Tencent uses generative search to open up a new multimodal situation
Tencent overturns traditional RAG and brings a new situation to multimodality with generative retrieval! It uses a large language model to generate clues and integrates image and text features to achieve efficient retrieval. The article explains in detail the principles and applications of multimodal technology, such as its outstanding performance in VQA and multimodal dialogue. Want to learn...
Reverse Cue Engineering: Tips to Make AI Smarter
Explore the magical world of AI big models! This article will reveal to you the technique of reverse prompt engineering, which makes AI smarter. By reversely analyzing existing AI products, you can obtain high-quality prompt words and improve the interaction effect with big models such as ChatGPT. Whether it is designing a logo or creating an article, it can play a huge role. Want to master...
Bias in RAG systems: How to make AI fairer?
In-depth analysis of the RAG system reveals its bias problems. This article details the principles of RAG technology and explores its causes and impacts, such as lack of user awareness and lack of cleanup protocols. It also provides countermeasures to make RAG fairer. To learn more about RAG technology, click here to read!
Tutorial | Tongyi Qwen 3 + Milvus, the hybrid reasoning model is the best paradigm for optimizing RAG costs
"Alibaba Tongyi Qwen 3 series is launched, all of which are hybrid inference models, greatly optimizing RAG cost and performance. Zilliz engineers conduct in-depth evaluations and provide detailed tutorials to help you easily get started with RAG technology. Whether it is enterprise implementation or personal exploration, it is not to be missed. Click to read for details!"
Use magic to defeat magic, AI writes prompt words to enhance the big model
Explore the big model knowledge base in depth and see how to use AI to write prompt words to enhance the big model. The article shares practical experience in HR intelligent talent screening scenarios, such as optimizing prompt words to solve query matching problems. It also reveals many challenges and coping strategies encountered when using Coze. Master AI prompt word skills and ChatGPT...