Florian JuneinAI AdvancesDemystifying PDF Parsing 03: OCR-Free Small Model-Based MethodOverview, Principles and Insights·17 min read·17 hours ago----
Florian JuneinAI AdvancesDemystifying PDF Parsing 02: Pipeline-Based MethodOverview, Implementation Strategies and Insights·18 min read·May 21, 2024--3--3
Florian JuneinAI AdvancesAdvanced RAG 11: Query Classification and RefinementPriciples, Code Explanation and Insights about Adaptive-RAG and RQ-RAG·9 min read·May 11, 2024--1--1
Florian JuneMain Stages of Auto-regressive Decoding for LLM InferenceThe Graphical Explanation of Prefill Stage and Decoding Stage·4 min read·May 6, 2024----
Florian JuneinGenerative AIDemystifying PDF Parsing 01: OverviewTask Definition, Method Classification and Method Introduction to PDF Parsing·6 min read·May 5, 2024----
Florian JuneinAI AdvancesRepresentative LLM-Based Agents 01: AutoGPTAn introduction of AutoGPT’s architecture and principles, accompanied by a code review, concluding with my insights.·11 min read·Apr 23, 2024----
Florian JuneinAI AdvancesAdvanced RAG 10: Corrective Retrieval Augmented Generation (CRAG)Intuitive Example, Priciples, Code Explanation and Insights about CRAG·11 min read·Apr 17, 2024--1--1
Florian JuneUnderstanding Large Language Model-Based AgentsAn in-depth look at what LLM-based agents are, including their developmental history, principles, code implementation, and other insights.·15 min read·Apr 12, 2024--1--1
Florian JuneinAI AdvancesAdvanced RAG 09: Prompt CompressionMethod Classification, Algorithm Principles and Code Explanation·29 min read·Apr 3, 2024--1--1
Florian JuneinAI AdvancesAdvanced RAG 08: Self-RAGIntuitive Example, Priciples, Code Explanation and Insights about Self-RAG·11 min read·Mar 21, 2024--2--2