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RAG is Exploding: 58 NEW RAG Methods in 48 hours

2025-05-26 Science & Technology
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Description

Hitchhackers Guide to the RAG galaxy: A tutorial for beginners and experts. RAG 2025 explained: From a classical RAG system to a multi-agent Knowledge Graph RAG RL in 2025. Hitchhackers Guide to the RAG galaxy: A tutorial for beginners and experts. All rights w/ authors: s3: You Don’t Need That Much Data to Train a Search Agent via RL Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao 2, Zifeng Wang, Jimeng Sun, and Jiawei Han from University of Illinois Urbana Champaign 2 Amazon #scienceexplained #retrievalaugmentedgeneration #aiagents #aiexplained #ailearning #ainews #mcp #aiexplained #emergence #airesearch #worldmodel

Top Comments (10)

@MikeSchirtzinger 2025-05-26

Your content is just beyond compare! Makes me want to go make another account just to give you another subscriber. Thank you!

15 3 replies
@khushpatel7060 2025-05-26

can you share the links to all 58 papers?

14 2 replies
@bullcryptunchained 2025-05-28

Your videos are great. You constantly challenge viewers to dive deep and are great at guiding that journey. Appreciate all your work. You are one of my favorites

12 1 replies
@rmt3589 2025-05-26

12:44 OOOHHHHHHHHHHHH!!!!!!!!!!!!!!! Very excited for that video!!!!!!!! 👁️🫦👁️

3 1 replies
@scottmiller2591 2025-05-28

Using advantage rather than rewards directly in RL has been used for decades. Moral: it's useful to be familiar with the literature.

3 1 replies
@pincodpincodpincodpincodpi6357 2025-05-27

Beautiful work! Appreciate your videos! There is so much to learn from - thank you

2 2 replies
@naveenpandey9016 2026-01-05

can you give me source to find all these 58 RAG papers

1
@jteichma 2025-06-01

Great video thanks!😊 Hopefully automated research is helping you be so productive 😂

0 1 replies
@bruce_buskill 2025-06-03

Well done, and well conveyed.

0 1 replies
@baotrangia3837 2025-06-25

Appreciate your work for truly deep dive into each potential trajectory for RAG and bring all them in one video!

0

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