Alternatives and similar repositories for PoG

Users that are interested in PoG are comparing it to the libraries listed below

• RManLuo / graph-constrained-reasoning
  Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…
  ☆174Updated 5 months ago
• PeterGriffinJin / Graph-CoT
  Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
  ☆283Updated 10 months ago
• Graph-COM / SubgraphRAG
  [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
  ☆122Updated 9 months ago
• GasolSun36 / ToG
  [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
  ☆218Updated last year
• pengboci / GraphRAG-Survey
  ☆220Updated 7 months ago
• wuyike2000 / CoTKR
  ☆30Updated 10 months ago
• DataArcTech / ToG-2
  ☆90Updated 8 months ago
• RManLuo / gfm-rag
  [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation
  ☆162Updated 2 weeks ago
• nju-websoft / KG2RAG
  Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025
  ☆91Updated 8 months ago
• RManLuo / reasoning-on-graphs
  Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
  ☆462Updated 8 months ago
• nju-websoft / KG-ICL
  A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024
  ☆72Updated 7 months ago
• machuangtao / LLM-KG4QA
  LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering
  ☆104Updated last week
• YaooXu / GoG
  Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main
  ☆66Updated last year
• yuwvandy / KG-LLM-MDQA
  ☆320Updated 8 months ago
• reml-group / DoG
  ☆25Updated 6 months ago
• clear-nus / edc
  ☆153Updated last year
• DAMO-NLP-SG / chain-of-knowledge
  [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
  ☆70Updated last year
• XiaoxinHe / G-Retriever
  Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…
  ☆496Updated 7 months ago
• zjukg / LPKG
  ☆25Updated 7 months ago
• zjukg / KnowPAT
  [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
  ☆195Updated last year
• cmavro / GNN-RAG
  GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning
  ☆383Updated last year
• oneal2000 / DRAGIN
  Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)
  ☆176Updated this week
• Graph-RAG / GraphRAG
  ☆467Updated 7 months ago
• zjunlp / AutoKG
  [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
  ☆458Updated 9 months ago
• zjukg / KoPA
  [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
  ☆207Updated last year
• HuieL / GRAG
  ☆50Updated 4 months ago
• RAG-Gym / RAG-Gym
  Official repository for RAG-Gym
  ☆115Updated 8 months ago
• nuster1128 / MemEngine
  A Comprehensive Library for Memory of LLM-based Agents.
  ☆88Updated 6 months ago
• Jiuzhouh / PiVe
  This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]
  ☆35Updated last year
• shiliu-egg / ICML2024_COFT
  ☆14Updated last year