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awesomerag_paper

RAG 论文学习
https://github.com/km1994/awesomerag_paper

Last synced: 3 days ago
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2024.01
- CRAG【自我校正】
- RAPTOR【分层归纳】
2024.02
- T-RAG【私人顾问】
  - T-RAG: Lessons from the LLM Trenches
  - T-RAG: Lessons from the LLM Trenches
2024.03
- RAT【思考者】
- Adaptive-RAG【因材施教】
  - https://arxiv.org/abs/2403.14403
  - https://github.com/starsuzi/Adaptive-RAG
- RAFT【开卷高手】
  - https://arxiv.org/abs/2403.14403
  - https://github.com/starsuzi/Adaptive-RAG
- RAE【智能编辑】
- HippoRAG【海马体】
2024.04
- GraphRAG【社区摘要】
- RAGCache【仓储员】
  - RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
2024.05
- R4【编排大师】
  - https://arxiv.org/abs/2405.02659
  - R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models
- IM-RAG【自言自语】
  - https://arxiv.org/abs/2405.13021
  - IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues
- AntGroup-GraphRAG【百家之长】
  - https://github.com/eosphoros-ai/DB-GPT
  - https://github.com/eosphoros-ai/DB-GPT
- Kotaemon【乐高】
  - https://github.com/Cinnamon/kotaemon
  - https://github.com/Cinnamon/kotaemon
- FlashRAG【百宝箱】
- Camel-GraphRAG【左右开弓】
- GRAG【侦探】
- G-RAG【串门神器】
  - https://arxiv.org/abs/2405.18414
  - Don't Forget to Connect! Improving RAG with Graph-based Reranking
- LLM-Graph-Builder【搬运工】
  - https://github.com/neo4j-labs/llm-graph-builder
  - https://github.com/neo4j-labs/llm-graph-builder
2024.06
2024.07
- RankRAG【全能选手】
- GraphRAG-Local-UI【改装师】
  - https://github.com/severian42/GraphRAG-Local-UI
  - https://github.com/severian42/GraphRAG-Local-UI
- ThinkRAG【小秘书】
  - https://github.com/wzdavid/ThinkRAG
  - https://github.com/wzdavid/ThinkRAG
- Nano-GraphRAG【轻装上阵】
  - https://github.com/gusye1234/nano-graphrag
  - https://github.com/gusye1234/nano-graphrag
2024.08
- RAGFlow-GraphRAG【导航员】
  - https://github.com/infiniflow/ragflow
  - https://github.com/infiniflow/ragflow
- Medical-Graph-RAG【数字医生】
- HybridRAG【中医合方】
- W-RAG【进化搜索】
- TC-RAG【记忆术士】
- RAGChecker【质检员】
- Meta-Knowledge-RAG【学者】
  - https://arxiv.org/abs/2408.09017
  - Meta Knowledge for Retrieval Augmented Large Language Models
- CommunityKG-RAG【社群探索】
  - https://arxiv.org/abs/2408.08535
  - CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking
- RAGLAB【竞技场】
2024.09
- OP-RAG【注意力管理】
- AgentRE【智能抽取】
- MemoRAG【过目不忘】
- iText2KG【建筑师】
- GraphInsight【图谱解读】
  - https://arxiv.org/abs/2409.03258
  - GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
- LA-RAG【方言通】
  - https://arxiv.org/abs/2409.08597
  - LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation
- SFR-RAG【精简检索】
  - https://arxiv.org/abs/2409.09916
  - SFR-RAG: Towards Contextually Faithful LLMs
- FlexRAG【压缩专家】
  - https://arxiv.org/abs/2409.15699
  - Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation
- CoTKR【图谱翻译】
2024.10
- Open-RAG【智囊团】
- TableRAG【Excel专家】
- LightRAG【蜘蛛侠】
- AstuteRAG【明智判官】
  - https://arxiv.org/abs/2410.07176
  - Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
- StructRAG【收纳师】
- TurboRAG【速记高手】
- VisRAG【火眼金睛】
- AGENTiGraph【知识管家】
  - https://arxiv.org/abs/2410.11531
  - AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data
- Class-RAG【法官】
  - https://arxiv.org/abs/2410.14881
  - Class-RAG: Content Moderation with Retrieval Augmented Generation
- RuleRAG【循规蹈矩】
- Self-RAG【反思者】
- ChunkRAG【摘抄达人】
  - https://arxiv.org/abs/2410.17952
- SimRAG【自学成才】
  - https://arxiv.org/abs/2410.17952
- FastGraphRAG【雷达】
  - https://github.com/circlemind-ai/fast-graphrag
  - https://github.com/circlemind-ai/fast-graphrag
- AutoRAG【调音师】
- Plan×RAG【项目经理】
  - Plan×RAG: Planning-guided Retrieval Augmented Generation
  - https://arxiv.org/abs/2410.20753
- SubgraphRAG【定位仪】
2024.11
- AgenticRAG【智能助手】
  - https://weaviate.io/blog/what-is-agentic-rag
  - what-is-agentic-rag
- RAGViz【透视眼】
- RuAG【炼金术士】
  - https://arxiv.org/abs/2411.03349
  - https://arxiv.org/abs/2411.03349
- M3DocRAG【感官达人】
- KAG【逻辑大师】
- HtmlRAG【排版师】
- FILCO【筛选师】
- LazyGraphRAG【精算师】

Programming Languages

Python 66 Jupyter Notebook 4 TypeScript 2

Categories

2024.10 56 2024.08 30 2024.09 28 2024.11 27 2024.05 24 2024.03 16 2024.06 14 2024.07 10 2024.01 8 2024.04 5 2024.02 2

Sub Categories

Self-RAG【反思者】 6 Open-RAG【智囊团】 6 MemoRAG【过目不忘】 5 MRAG【八爪鱼】 4 VisRAG【火眼金睛】 4 Camel-GraphRAG【左右开弓】 4 RAGLAB【竞技场】 4 RAE【智能编辑】 4 HippoRAG【海马体】 4 RAT【思考者】 4 LightRAG【蜘蛛侠】 4 RAPTOR【分层归纳】 4 Multi-Meta-RAG【元筛选器】 4 FILCO【筛选师】 4 KAG【逻辑大师】 4 Medical-Graph-RAG【数字医生】 4 SubgraphRAG【定位仪】 4 FlashRAG【百宝箱】 4 W-RAG【进化搜索】 4 StructRAG【收纳师】 4 CoTKR【图谱翻译】 4 M3DocRAG【感官达人】 4 RAGChecker【质检员】 4 TableRAG【Excel专家】 4 HybridRAG【中医合方】 4 RankRAG【全能选手】 4 RuleRAG【循规蹈矩】 4 RAGViz【透视眼】 4 GRAG【侦探】 4 AgentRE【智能抽取】 4 TC-RAG【记忆术士】 4 GraphRAG【社区摘要】 4 CRAG【自我校正】 4 AutoRAG【调音师】 4 PlanRAG【战略家】 4 TurboRAG【速记高手】 4 HtmlRAG【排版师】 4 iText2KG【建筑师】 4 OP-RAG【注意力管理】 3 LazyGraphRAG【精算师】 3 R4【编排大师】 2 Nano-GraphRAG【轻装上阵】 2 FoRAG【作家】 2 Kotaemon【乐高】 2 GraphRAG-Local-UI【改装师】 2 Meta-Knowledge-RAG【学者】 2 LLM-Graph-Builder【搬运工】 2 Plan×RAG【项目经理】 2 ThinkRAG【小秘书】 2 RAFT【开卷高手】 2 RuAG【炼金术士】 2 FastGraphRAG【雷达】 2 SFR-RAG【精简检索】 2 FlexRAG【压缩专家】 2 AGENTiGraph【知识管家】 2 RAGFlow-GraphRAG【导航员】 2 GraphInsight【图谱解读】 2 AstuteRAG【明智判官】 2 Class-RAG【法官】 2 AntGroup-GraphRAG【百家之长】 2 T-RAG【私人顾问】 2 G-RAG【串门神器】 2 IM-RAG【自言自语】 2 LA-RAG【方言通】 2 Adaptive-RAG【因材施教】 2 CommunityKG-RAG【社群探索】 2 AgenticRAG【智能助手】 2 SimRAG【自学成才】 1 RAGCache【仓储员】 1 ChunkRAG【摘抄达人】 1

Keywords

rag 24 llm 16 retrieval-augmented-generation 16 graphrag 12 large-language-models 10 gpt 8 knowledge-graph 6 deep-learning 6 llms 6 langchain 6 gpt-4 6 agents 6 agent 4 gpt-4o 4 chatbot 4 machine-learning 4 gpt4 4 genai 4 graph 4 graph-rag 4 natural-language-processing 2 multi-agent-systems 2 data-import 2 clustering 2 cooperative-ai 2 communicative-ai 2 artificial-intelligence 2 ai-societies 2 graph-search 2 framework 2 datasets 2 benchmark 2 open-source 2 language-model 2 vicuna 2 security 2 private 2 retrieval 2 vector-database 2 bgi 2 data-pipelines 2 document-parser 2 document-understanding 2 nlp 2 pdf-to-text 2 preprocessing 2 table-structure-recognition 2 text2sql 2 large-language-model 2 medical 2