LightRAG: Simple and Fast Retrieval-Augmented Generation Oct 8, 2024 Information Retrieval RAG
Code Code Available Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking Mar 14, 2025 All Large Language Model
Code Code Available Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Feb 22, 2024 Articles Retrieval
Code Code Available From Local to Global: A Graph RAG Approach to Query-Focused Summarization Apr 24, 2024 Query-focused Summarization Question Answering
Code Code Available Zep: A Temporal Knowledge Graph Architecture for Agent Memory Jan 20, 2025 Large Language Model RAG
Code Code Available WebWalker: Benchmarking LLMs in Web Traversal Jan 13, 2025 Benchmarking Open-Domain Question Answering
Code Code Available KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Sep 10, 2024 Knowledge Graphs Question Answering
Code Code Available NeedleBench: Can LLMs Do Retrieval and Reasoning in Information-Dense Context? Jul 16, 2024 4k 8k
Code Code Available Kodezi Chronos: A Debugging-First Language Model for Repository-Scale, Memory-Driven Code Understanding Jul 14, 2025 Code Generation Language Modeling
Code Code Available UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation Mar 31, 2025 RAG Retrieval
Code Code Available Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Mar 12, 2025 Question Answering RAG
Code Code Available A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Jan 21, 2025 RAG Retrieval
Code Code Available HuixiangDou2: A Robustly Optimized GraphRAG Approach Mar 9, 2025 Retrieval Retrieval-augmented Generation
Code Code Available HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models May 23, 2024 Hippocampus Knowledge Graphs
Code Code Available PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods Jul 9, 2024 Information Retrieval LEMMA
Code Code Available MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery Sep 9, 2024 Memorization Question Answering
Code Code Available From RAG to Memory: Non-Parametric Continual Learning for Large Language Models Feb 20, 2025 Continual Learning Knowledge Graphs
Code Code Available CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases Aug 7, 2024 HumanEval mbpp
Code Code Available LLM-AutoDiff: Auto-Differentiate Any LLM Workflow Jan 28, 2025 Prompt Engineering Question Answering
Code Code Available ColPali: Efficient Document Retrieval with Vision Language Models Jun 27, 2024 document understanding RAG
Code Code Available ViDoRe Benchmark V2: Raising the Bar for Visual Retrieval May 22, 2025 Retrieval
Code Code Available VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos Feb 3, 2025 Knowledge Graphs RAG
Code Code Available Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Dec 28, 2022 In-Context Learning Language Modelling
Code Code Available AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline Oct 28, 2024 RAG Retrieval
Code Code Available PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Jan 20, 2025 Language Modeling Language Modelling
Code Code Available Gorilla: Large Language Model Connected with Massive APIs May 24, 2023 Hallucination Language Modeling
Code Code Available RAGAS: Automated Evaluation of Retrieval Augmented Generation Sep 26, 2023 RAG Retrieval
Code Code Available Semi-Parametric Neural Image Synthesis Apr 25, 2022 Image Generation Retrieval
Code Code Available Extending Context Window of Large Language Models via Positional Interpolation Jun 27, 2023 Document Summarization Language Modeling
Code Code Available SGLang: Efficient Execution of Structured Language Model Programs Dec 12, 2023 Few-Shot Learning Language Modeling
Code Code Available Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models Oct 6, 2023 Decision Making Retrieval
Code Code Available Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Jul 26, 2022 Image Generation Prompt Engineering
Code Code Available Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities Feb 2, 2024 Acoustic Scene Classification Audio captioning
Code Code Available Search-o1: Agentic Search-Enhanced Large Reasoning Models Jan 9, 2025 Code Generation
Code Code Available SCBench: A KV Cache-Centric Analysis of Long-Context Methods Dec 13, 2024 Mamba Quantization
Code Code Available Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese Nov 2, 2022 Contrastive Learning image-classification
Code Code Available Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model Jun 28, 2023 Hallucination Knowledge Graphs
Code Code Available ImageBind: One Embedding Space To Bind Them All May 9, 2023 All Cross-Modal Retrieval
Code Code Available Retrieval-Augmented Generation for AI-Generated Content: A Survey Feb 29, 2024 Information Retrieval Large Language Model
Code Code Available Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Dec 18, 2024 Decoder Retrieval
Code Code Available RAG-R1 : Incentivize the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism Jun 30, 2025 Question Answering RAG
Code Code Available RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation Aug 15, 2024 Diagnostic RAG
Code Code Available RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Jan 31, 2024 Question Answering Retrieval
Code Code Available BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Jan 28, 2022 Image Captioning Image-text matching
Code Code Available BM25S: Orders of magnitude faster lexical search via eager sparse scoring Jul 4, 2024 Passage Retrieval Retrieval
Code Code Available BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval Jul 16, 2024 Question Answering Retrieval
Code Code Available OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs Nov 21, 2024 Retrieval
Code Code Available Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models Jun 5, 2025 Reranking Retrieval
Code Code Available Make Your LLM Fully Utilize the Context Apr 25, 2024 4k Information Retrieval
Code Code Available Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG Jan 15, 2025 Natural Language Understanding RAG
Code Code Available 