AI Exploration Journey

@UCgUav5CT8WY0xLmoqRbTePw - 249 subscribers

I am Florian, a passionate AI researcher who crafts insightful videos. This channel mainly shares knowledge and insights on LLMs, RAG, Agents, Document AI, Algorithms and Data Structures. Join me as we unpack the mechanics behind AI. My newsletter: aiexpjourney.substack.com My Medium: medium.com/@florian_algo

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AI Innovations and Insights 23: KAG, AlphaMath, and Offloading

AI Innovations and Insights 23: KAG, AlphaMath, and Offloading AI Exploration Journey

86 views - 1 year ago

AI Innovations and Insights 22: LLM Inference, SubgraphRAG, and FastRAG

AI Innovations and Insights 22: LLM Inference, SubgraphRAG, and FastRAG AI Exploration Journey

73 views - 1 year ago

AI Innovations and Insights 21: Marco-o1, Plan×RAG, and PPTX to MarkDown

AI Innovations and Insights 21: Marco-o1, Plan×RAG, and PPTX to MarkDown AI Exploration Journey

28 views - 1 year ago

AI Innovations and Insights 20: HtmlRAG, AFLOW, ChunkRAG, and MarkItDown

AI Innovations and Insights 20: HtmlRAG, AFLOW, ChunkRAG, and MarkItDown AI Exploration Journey

88 views - 1 year ago

AI Innovations and Insights 19: Qwen 2.5 and Everything to Markdown

AI Innovations and Insights 19: Qwen 2.5 and Everything to Markdown AI Exploration Journey

102 views - 1 year ago

AI Innovations and Insights 18: GARLIC – A Smart Librarian for Hierarchical Graph-Based RAG

AI Innovations and Insights 18: GARLIC – A Smart Librarian for Hierarchical Graph-Based RAG AI Exploration Journey

51 views - 1 year ago

AI Innovations and Insights 17: DeepSeek-V3 – A Game-Changing, Low-Cost, High-Performance LLM

AI Innovations and Insights 17: DeepSeek-V3 – A Game-Changing, Low-Cost, High-Performance LLM AI Exploration Journey

57 views - 1 year ago

AI Innovations and Insights 16: ASSISTRAG

AI Innovations and Insights 16: ASSISTRAG AI Exploration Journey

37 views - 1 year ago

AI Innovations and Insights 15: Text2SQL and Extractous

AI Innovations and Insights 15: Text2SQL and Extractous AI Exploration Journey

90 views - 1 year ago

AI Innovations and Insights 14: FUNNELRAG and CRAFT

AI Innovations and Insights 14: FUNNELRAG and CRAFT AI Exploration Journey

46 views - 1 year ago

AI Innovations and Insights 13: Semantic Chunking and Late Chunking

AI Innovations and Insights 13: Semantic Chunking and Late Chunking AI Exploration Journey

263 views - 1 year ago

AI Innovations and Insights 12: LongCite and RAG Optimization

AI Innovations and Insights 12: LongCite and RAG Optimization AI Exploration Journey

100 views - 1 year ago

AI Innovations and Insights 11: PDF-WuKong and PersonaRAG

AI Innovations and Insights 11: PDF-WuKong and PersonaRAG AI Exploration Journey

103 views - 1 year ago

AI Innovations and Trends 10: LazyGraphRAG, Zerox, and Mindful-RAG

AI Innovations and Trends 10: LazyGraphRAG, Zerox, and Mindful-RAG AI Exploration Journey

259 views - 1 year ago

AI Innovations and Trends 09: Cursor Tool's RAG Features, TableRAG, and Llama OCR

AI Innovations and Trends 09: Cursor Tool's RAG Features, TableRAG, and Llama OCR AI Exploration Journey

286 views - 1 year ago

AI Innovations and Trends 08: Llama Series, KDD Cup’ 24 Winning Solution, and SFR-RAG

AI Innovations and Trends 08: Llama Series, KDD Cup’ 24 Winning Solution, and SFR-RAG AI Exploration Journey

40 views - 1 year ago

AI Innovations and Trends 07: Anthropic RAG, Chonkie, and A Hybrid RAG System

AI Innovations and Trends 07: Anthropic RAG, Chonkie, and A Hybrid RAG System AI Exploration Journey

133 views - 1 year ago

AI Innovations and Trends 06: Incremental Updates in GraphRAG, LLM-Aided OCR, and DocReLM

AI Innovations and Trends 06: Incremental Updates in GraphRAG, LLM-Aided OCR, and DocReLM AI Exploration Journey

126 views - 1 year ago

AI Innovations and Trends 05: iText2KG, Meta-Chunking, and gptpdf

AI Innovations and Trends 05: iText2KG, Meta-Chunking, and gptpdf AI Exploration Journey

171 views - 1 year ago

AI Innovations and Trends 04: FlexRAG, KAR, and Qwen2.5-Coder

AI Innovations and Trends 04: FlexRAG, KAR, and Qwen2.5-Coder AI Exploration Journey

69 views - 1 year ago

AI Innovations and Trends 03: LightRAG, Docling, DRIFT, and More

AI Innovations and Trends 03: LightRAG, Docling, DRIFT, and More AI Exploration Journey

293 views - 1 year ago

AI Innovations and Trends 02: VisRAG, GraphRAG, RAGLAB, and More!

AI Innovations and Trends 02: VisRAG, GraphRAG, RAGLAB, and More! AI Exploration Journey

239 views - 1 year ago

AI Innovations and Trends 01: Opening Remarks

AI Innovations and Trends 01: Opening Remarks AI Exploration Journey

87 views - 1 year ago

RAG That Drafts: How to Sharpen AI with a Draft-and-Refine Strategy

RAG That Drafts: How to Sharpen AI with a Draft-and-Refine Strategy AI Exploration Journey

102 views - 1 year ago

Four-module Synergy for Enhancing RAG

Four-module Synergy for Enhancing RAG AI Exploration Journey

117 views - 1 year ago

A New Approach to Optimizing Query Generation in RAG

A New Approach to Optimizing Query Generation in RAG AI Exploration Journey

253 views - 1 year ago

Let AI Instantly Parse Heavy Documents: The Magic of MPLUG-DOCOWL2's Efficient Compression

Let AI Instantly Parse Heavy Documents: The Magic of MPLUG-DOCOWL2's Efficient Compression AI Exploration Journey

514 views - 1 year ago

An Innovative RAG Idea for Multi-hop Question Answering

An Innovative RAG Idea for Multi-hop Question Answering AI Exploration Journey

369 views - 1 year ago

Equipping LLMs with a "Smart Sieve": How RankRAG Enhances Efficiency in RAG

Equipping LLMs with a "Smart Sieve": How RankRAG Enhances Efficiency in RAG AI Exploration Journey

81 views - 1 year ago

LongRAG: Giving AI a Bigger Net to Catch More Fish in the Sea of Information

LongRAG: Giving AI a Bigger Net to Catch More Fish in the Sea of Information AI Exploration Journey

145 views - 1 year ago

Redefining AI Retrieval: A Deep Dive into Golden-Retriever

Redefining AI Retrieval: A Deep Dive into Golden-Retriever AI Exploration Journey

225 views - 1 year ago

Unleashing AI's Self-Awareness: How SEAKR Revolutionizes Knowledge Retrieval in LLMs

Unleashing AI's Self-Awareness: How SEAKR Revolutionizes Knowledge Retrieval in LLMs AI Exploration Journey

64 views - 1 year ago

Mastering RAG Challenge: Unveiling the Innovation Behind Dual Preference Alignment

Mastering RAG Challenge: Unveiling the Innovation Behind Dual Preference Alignment AI Exploration Journey

128 views - 1 year ago

Revolutionizing AI Responses: How QPLANNER Enhances Precision in Large Language Models

Revolutionizing AI Responses: How QPLANNER Enhances Precision in Large Language Models AI Exploration Journey

58 views - 1 year ago

Unlocking the Power of Unified Retrieval and Generation: An Introduction to RICHES

Unlocking the Power of Unified Retrieval and Generation: An Introduction to RICHES AI Exploration Journey

53 views - 1 year ago