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Cog-RAG: Giving RAG a Brain That Thinks Before It Retrieves — AI Innovations and Insights 92
Retrieval-Augmented Generation (RAG) is now a standard way to help LLMs stay grounded.
Nov 30
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Florian
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HiChunk: A Hierarchical Chunking Method That Turns Fragments into Flow — AI Innovations and Insights 87
Have you ever kept a notebook of mistakes while preparing for exams?
Nov 9
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Florian
7
1
1
RAG Meets Multimodal: Bridging Text, Tables, and Charts in Finance — AI Innovations and Insights 81
What do you usually do when you’re working with documents that mix text, tables, and charts all in one?
Oct 19
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Florian
6
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RAG Too Slow? How to Cut Latency by 97% — AI Innovations and Insights 73
Today we’re diving into a big leap in RAG efficiency.AI Exploration Journey is a reader-supported publication.
Sep 18
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Florian
2
1
The New RAG Playbook: What Works, What Breaks, What’s Next — AI Innovations and Insights 66
Welcome back, let's dive into Chapter 66 of this insightful series!AI Exploration Journey is a reader-supported publication.
Aug 14
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Florian
4
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SimpleDoc: Summary-Driven, Memory-Augmented Multimodal QA — AI Innovations and Insights 52
Welcome back, let’s dive into Chapter 52 of this insightful series!AI Exploration Journey is a reader-supported publication.
Jun 25
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Florian
5
2
Fast GraphRAG: A Lightweight GraphRAG Backbone That Just Delivers
Fast GraphRAG is a well-known implementation of Graph RAG. I recently took a closer look at its source code, and here are a few things I’d like to…
May 2
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Florian
5
1
AI Innovations and Insights 33: PIKE-RAG and DeepRAG
Welcome to the 33rd installment of this thought-provoking series. In today’s article, we’ll explore two captivating topics:
Apr 1
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Florian
7
2
AI Innovations and Insights 32: OpenAI Deep Research and MAL-RAG
This article is the 32nd in this thought-provoking series. In this edition, we will explore two fascinating topics:
Mar 17
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8
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AI Innovations and Insights 20: HtmlRAG, AFLOW, ChunkRAG, and MarkItDown
This article is the 20th in this thought-provoking series.
Jan 18
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AI Innovations and Insights 14: FUNNELRAG and CRAFT
You can watch the video (which contains a mind map):
Dec 28, 2024
3
AI Innovations and Insights 13: Semantic Chunking and Late Chunking
You can watch the video:
Dec 25, 2024
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