Florian JuneinAI AdvancesThree Practical Challenges of RAG and Their Mitigation IdeasStrategies for Overcoming Obstacles in Real-World RAG Projects3d ago13d ago1
Florian JuneinAI AdvancesDemystifying PDF Parsing 04: OCR-Free Large Multimodal Model-Based MethodPrinciples, Insights and ThoughtsJul 1Jul 1
Florian JuneinAI AdvancesAdvanced RAG 12: Enhancing Global UnderstandingPriciples, Code Explanation and InsightsJun 12Jun 12
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 213May 213
Florian JuneinAI AdvancesAdvanced RAG 11: Query Classification and RefinementPriciples, Code Explanation and Insights about Adaptive-RAG and RQ-RAGMay 112May 112
Florian JuneMain Stages of Auto-regressive Decoding for LLM InferenceThe Graphical Explanation of Prefill Stage and Decoding StageMay 6May 6
Florian JuneinGenerative AIDemystifying PDF Parsing 01: OverviewTask Definition, Method Classification and Method Introduction to PDF ParsingMay 5May 5
Florian JuneinAI AdvancesRepresentative LLM-Based Agents 01: AutoGPTAn introduction of AutoGPT’s architecture and principles, accompanied by a code review, concluding with my insights.Apr 23Apr 23
Florian JuneinAI AdvancesAdvanced RAG 10: Corrective Retrieval Augmented Generation (CRAG)Intuitive Example, Priciples, Code Explanation and Insights about CRAGApr 171Apr 171