Florian June – Medium

Florian June

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Towards AI

Advanced RAG 02: Unveiling PDF Parsing

Including key points, diagrams, and code

Feb 2, 2024

Advanced RAG 02: Unveiling PDF Parsing

Feb 2, 2024

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Advanced RAG 06: Exploring Query Rewriting

A key technique for aligning the semantics of queries and documents

Mar 4, 2024

Advanced RAG 06: Exploring Query Rewriting

Mar 4, 2024

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AI Advances

Demystifying PDF Parsing 02: Pipeline-Based Method

Overview, Implementation Strategies and Insights

May 21, 2024

Demystifying PDF Parsing 02: Pipeline-Based Method

May 21, 2024

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Published in

AI Advances

Demystifying PDF Parsing 03: OCR-Free Small Model-Based Method

Overview, Principles and Insights

Jun 1, 2024

Demystifying PDF Parsing 03: OCR-Free Small Model-Based Method

Jun 1, 2024

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AI Exploration Journey

MCTS-RAG: Reshaping RAG in Small Models with Tree Search — AI Innovations and Insights 42

Traditional RAG methods and LLM-based reasoning face three major challenges:

1d ago

MCTS-RAG: Reshaping RAG in Small Models with Tree Search — AI Innovations and Insights 42

1d ago

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AI Exploration Journey

RAG-MCP: A Practical Path to Smarter, Cheaper LLM Inference — AI Innovations and Insights 41

Today’s LLMs are becoming more powerful by tapping into external tools — whether it’s a calculator, a web search, or a database. But as the

4d ago

RAG-MCP: A Practical Path to Smarter, Cheaper LLM Inference — AI Innovations and Insights 41

4d ago

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AI Exploration Journey

Smarter, Not Harder: Why CAG Outshines RAG in Specific Scenarios — AI Innovations and Insights 39

Cache-Augmented Generation (CAG), on the other hand, is like a high-efficiency chef. Before the kitchen even opens, they’ve already washed,

May 10

Smarter, Not Harder: Why CAG Outshines RAG in Specific Scenarios — AI Innovations and Insights 39

May 10

Published in

AI Exploration Journey

What? There’s Bias Even When LLMs Act as Judges? — AI Innovations and Insights 38

Imagine this: when the model that creates the data and the model that judges it come from the same “family,” the LLM acting as the judge…

May 7

What? There’s Bias Even When LLMs Act as Judges? — AI Innovations and Insights 38

May 7

Published in

Towards AI

Model Context Protocol (MCP): Foundation for AI or a Looming Risk? — AI Innovations and Insights 37

MCP changes that by introducing a standard protocol that streamlines how AI models connect with external tools — standardizing the way…

Apr 29

Model Context Protocol (MCP): Foundation for AI or a Looming Risk? — AI Innovations and Insights 37

Apr 29

Published in

AI Exploration Journey

CoRAG: Teaching RAG to Retrieve Like a Thinking Human — AI Innovations and Insights 36

CoRAG, on the other hand, works more like a clever explorer. It keeps testing new paths (sub-questions), picks up clues along the way (…

Apr 26

CoRAG: Teaching RAG to Retrieve Like a Thinking Human — AI Innovations and Insights 36

Apr 26

Florian June

Florian June

Most up-to-date and comprehensive: aiexpjourney.substack.com, youtube.com/@ai_exploration_journey

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