AI Exploration Journey

AI Exploration Journey

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RAG Chunking

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.
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Florian
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…
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Florian
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:
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Florian
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:
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AI Innovations and Insights 20: HtmlRAG, AFLOW, ChunkRAG, and MarkItDown
This article is the 20th in this thought-provoking series.
AI Innovations and Insights 14: FUNNELRAG and CRAFT
You can watch the video (which contains a mind map):
AI Innovations and Insights 13: Semantic Chunking and Late Chunking
You can watch the video:
AI Innovations and Insights 12: LongCite and RAG Optimization
You can watch the video:
Unveiling LLM-Enhanced Search Technologies
In the internet age, the explosion of information has created a growing need for efficient content retrieval.
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Florian
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AI Innovations and Trends 07: Anthropic RAG, Chonkie, and A Hybrid RAG System
You can watch the video:
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Florian
AI Innovations and Trends 05: iText2KG, Meta-Chunking, and gptpdf
This article is the fifth in this series. Today we will explore three advancements in AI, which are:
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Florian
Late Chunking: A Smarter Way to Preserve Context
Today we'll look at an improvement in chunking, a relatively simple trick.
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Florian
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