Florian JuneA New Approach to Optimizing Query Generation in RAGRecently, I have introduced some new advancements in Retrieval-Augmented Generation (RAG). Today, we’ll look at a study that improves the…2d ago2d ago
Florian JuneAn Innovative RAG Idea for Multi-hop Question AnsweringIn open-domain question answering, multi-hop question answering is complex and challenging. It requires the system to integrate information…4d ago4d ago
Florian JuneinTowards AIRevisiting Chunking in the RAG PipelineUnveiling the Cutting-Edge Advances in Chunking6d ago26d ago2
Florian JuneinTowards AIThe Best Practices of RAGTypical RAG Process, Best Practices for Each Module, and Comprehensive EvaluationAug 83Aug 83
Florian JuneinAI AdvancesWill Long-Context LLMs Cause the Extinction of RAGIntuitive Perspective, Academic Research, and InsightsAug 18Aug 18
Florian JuneinAI AdvancesThree Practical Challenges of RAG and Their Mitigation IdeasStrategies for Overcoming Obstacles in Real-World RAG ProjectsJul 133Jul 133
Florian JuneinAI AdvancesDemystifying PDF Parsing 04: OCR-Free Large Multimodal Model-Based MethodPrinciples, Insights and ThoughtsJul 12Jul 12
Florian JuneinAI AdvancesAdvanced RAG 12: Enhancing Global UnderstandingPriciples, Code Explanation and InsightsJun 121Jun 121
Florian JuneinAI AdvancesDemystifying PDF Parsing 03: OCR-Free Small Model-Based MethodOverview, Principles and InsightsJun 12Jun 12
Florian JuneinAI AdvancesDemystifying PDF Parsing 02: Pipeline-Based MethodOverview, Implementation Strategies and InsightsMay 212May 212