LangChainとLangGraphによるRAG・AIエージェント［実践］入門 エンジニア選書
RAG paper
・Retrieval-Augmented Generation for Large Language Models: A Survey
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Meng Wang, Haofen Wang
https://arxiv.org/abs/2312.10997
・FACTS About Building Retrieval Augmented Generation-based Chatbots
Rama Akkiraju, Anbang Xu, Deepak Bora, Tan Yu, Lu An, Vishal Seth, Aaditya Shukla, Pritam Gundecha, Hridhay Mehta, Ashwin Jha, Prithvi Raj, Abhinav Balasubramanian, Murali Maram, Guru Muthusamy, Shivakesh Reddy Annepally, Sidney Knowles, Min Du, Nick Burnett, Sean Javiya, Ashok Marannan, Mamta Kumari, Surbhi Jha, Ethan Dereszenski, Anupam Chakraborty, Subhash Ranjan, Amina Terfai, Anoop Surya, Tracey Mercer, Vinodh Kumar Thanigachalam, Tamar Bar, Sanjana Krishnan, Samy Kilaru, Jasmine Jaksic, Nave Algarici, Jacob Liberman, Joey Conway, Sonu Nayyar, Justin Boitano
https://arxiv.org/abs/2407.07858
〇Top 10 RAG Frameworks Github Repos 2024
https://sebastian-petrus.medium.com/top-10-rag-frameworks-github-repos-2024-12b2a81f4a49
haystack
https://github.com/deepset-ai/haystack?source=post_page—–12b2a81f4a49——————————–
RAGFlow
https://github.com/infiniflow/ragflow
txtai
https://github.com/neuml/txtai
STORM
https://langchain-ai.github.io/langgraph/tutorials/storm/storm
LLM-App
https://github.com/pathwaycom/llm-app
Cognita
https://github.com/truefoundry/cognita
RAGify
https://github.com/kanad13/RAGify
QuestGen
OpenRAG
https://github.com/ShayekhBinIslam/openrag
EdgeRAG
