Florian JuneFour-module Synergy for Enhancing RAGToday, we’ll explore a new development in RAG: the addition of effective modules aimed at solving several key challenges within RAG.3d ago33d ago3
Florian JuneinAI AdvancesKotaemon Unveiled: Innovations in RAG Framework for Document QAPDF Parsing, GraphRAG, Agent-Based Reasoning, and Insights4d ago24d ago2
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…Sep 9Sep 9
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…Sep 6Sep 6
Florian JuneinTowards AIRevisiting Chunking in the RAG PipelineUnveiling the Cutting-Edge Advances in ChunkingSep 42Sep 42
Florian JuneinTowards AIThe Best Practices of RAGTypical RAG Process, Best Practices for Each Module, and Comprehensive EvaluationAug 82Aug 82
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