Alternatives and similar repositories for PoG:

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

• nju-websoft / KG-ICL
  A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024
  ☆56Updated 2 months ago
• RManLuo / graph-constrained-reasoning
  Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
  ☆100Updated 3 months ago
• RManLuo / ChatRule
  Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.
  ☆57Updated last year
• Akirato / LLM-KG-Reasoning
  We want to try and evaluate LLMs using Knowledge Graphs
  ☆103Updated last year
• Jiuzhouh / PiVe
  This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]
  ☆33Updated 5 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
  ☆46Updated 3 weeks ago
• reml-group / DoG
  ☆16Updated 5 months ago
• IAAR-Shanghai / PGRAG
  PGRAG
  ☆47Updated 7 months ago
• jyfang6 / trace
  [EMNLP 2024] TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
  ☆23Updated 8 months ago
• WxxShirley / GNN4TaskPlan
  [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"
  ☆106Updated 2 months ago
• hhy-huang / GraphJudger
  The implementation project with Pytorch for the paper Can LLMs be Good Graph Judger for Knowledge Graph Construction?
  ☆23Updated 2 months ago
• yecchen / MIRAI
  Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"
  ☆58Updated 7 months ago
• YaooXu / GoG
  Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main
  ☆41Updated 3 months ago
• ulab-uiuc / GoR
  Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
  ☆18Updated 4 months ago
• icip-cas / SelfRetrieval
  ☆27Updated 3 months ago
• OpenMatch / RAG-DDR
  [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…
  ☆23Updated last week
• PeterGriffinJin / Graph-CoT
  Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
  ☆207Updated last month
• Heidelberg-NLP / GraphLanguageModels
  Code for our paper "Graph Language Models"
  ☆66Updated 5 months ago
• xsc1234 / Search-in-the-Chain
  Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks
  ☆54Updated 10 months ago
• sycny / RAE
  Implementation of our CIKM'2024 paper "Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering"
  ☆29Updated last month
• lanxiang1017 / Language-Modeling-on-Tabular-Data-Survey
  A collection of AWESOME language modeling techniques on tabular data applications.
  ☆28Updated 4 months ago
• David-Li0406 / DALK
  ☆51Updated last month
• Artessay / TC-RAG
  The official GitHub repository for TC-RAG (Turing-Complete RAG)
  ☆49Updated last month
• wjn1996 / InstructGraph
  A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf
  ☆77Updated 6 months ago
• zjunlp / OneKE
  [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
  ☆38Updated last week
• happen2me / subgraph-retrieval-toolkit
  SRTK: Retrieve semantic-relevant subgraphs from large-scale knowledge graphs
  ☆26Updated 4 months ago
• wuyike2000 / CoTKR
  ☆23Updated last month
• xlang-ai / BRIGHT
  BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
  ☆75Updated last week
• GasolSun36 / ToG
  [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
  ☆176Updated 8 months ago