简单实现了一下基于知识图谱和文本文档联合做检索增强(RAG)大模型的实现,这里采用的数据分别是管廊维护领域的文本文档和专家知识图谱
☆24Jun 6, 2024Updated 2 years ago
Alternatives and similar repositories for KG-RAG
Users that are interested in KG-RAG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 针对建筑规范文本数据的知识图谱实体关系提取,知识图谱构建,检索增强生成DEMO☆42Aug 7, 2024Updated 2 years ago
- 基于 OneKE 的知识图谱构建与 RAG 问答系统搭建☆27Jun 29, 2024Updated 2 years ago
- KGB-RAG是一个基于neo4j图数据库和其他图数据库的知识图谱检索系统,它可以根据用户的自然语句提问,从原数据库获取相关实体信息,并通过知识图谱检索技术以及结合大模型自身能力来增强回答用户的自然语言提问。☆65Dec 20, 2024Updated last year
- 采用知识图谱和上下文检索显著提高信息检索的精度☆10Oct 30, 2024Updated 2 years ago
- 知识图谱和RAG大模型结合实现智能问答与推理☆11May 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repo is a fork of the ps-genai-agents repository. It contains the code demonstrated in the Function Calling in Agentic Workflows Med…☆18Mar 4, 2025Updated last year
- RAGOnMedicalKG,将大模型RAG与KG结合,完成demo级问答,旨在给出基础的思路。☆358Mar 31, 2024Updated 2 years ago
- 基于大语言模型API(本地或商用API)的外挂知识库问答系统(附neo4j实现知识图谱)☆50Jun 10, 2025Updated last year
- 基于知识图谱的智能问答系统,包含意图识别与类知识库送入LLM方法☆58Jan 25, 2024Updated 2 years ago
- [DASFAA 2025] Enhancing Retrieval-Augmented Generation with Multi-Modal Knowledge Graph Integration☆15Feb 28, 2026Updated 8 months ago
- ☆12Jun 23, 2023Updated 3 years ago
- ☆13Aug 9, 2023Updated 3 years ago
- Vector search with Pinecone and Openai to search through contract law textbook. If downloaded, remeber to install all dependencies. Refer…☆11Mar 30, 2023Updated 3 years ago
- KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques☆50Dec 9, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-…☆11Jul 10, 2018Updated 8 years ago
- 基于langchain和chatglm6b构建的智能问答系统,支持自定义语料☆10Jun 25, 2023Updated 3 years ago
- Developing a legal research tool leveraging ChatGPT / GPT-4☆14Mar 10, 2024Updated 2 years ago
- Probe how GPT-n performs on statutory reasoning☆10Sep 17, 2024Updated 2 years ago
- pytorch+bert实现的意图识别与槽位填充☆11May 30, 2023Updated 3 years ago
- a QA bot on contents of given docs 用所给文档进行问答的聊天机器人☆12Apr 20, 2023Updated 3 years ago
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Explore a smarter way to shop online with this full-stack project built on the infrastructure of Google Cloud Platform (GCP) for RAG base…☆17Sep 26, 2025Updated last year
- Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models☆16Feb 19, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model☆25Apr 27, 2024Updated 2 years ago
- Large-scale language model used for optimizing molecules☆11Mar 11, 2026Updated 7 months ago
- Code for the ACL 2024 paper "PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning"☆14Aug 13, 2025Updated last year
- Flexible, efficient, and context-aware generation from large unstructured knowledge sources.☆17May 7, 2024Updated 2 years ago
- 本项目主要研究大模型在单独的法律数据集上的效果,现在支持belle和chatglm相关的模型训练,预测,验证和在线部署, 另外增加爬虫代码,langchain,结合数据库预测等功能。☆12Jul 16, 2023Updated 3 years ago
- 基于大模型ChatGLM,微调方式为LORA,集SFT、RM、PPO算法为一体项目☆14Jun 20, 2023Updated 3 years ago
- 2024CCF国际AIOps挑战赛-赛道二(GLM4):基于检索增强的运维知识问答挑战赛解决方案分享。☆14Jul 5, 2024Updated 2 years ago
- 该仓库目的是实现基于知识图谱的中文问答系统☆58Dec 22, 2021Updated 4 years ago
- Qwen1.5大模型微调、基于PEFT框架LoRA微调,在数据集HC3-Chinese上实现文本分类。☆12Jun 29, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- GraphRAG 中文文档。GraphRAG是一种结构化的、分层的检索增强生成(RAG)方法,而不是使用纯文本片段的语义搜索方法。GraphRAG 过程包括从原始文本中提取出知识图谱,构建社群层级(这种结构通常用来描述个体、群体及它们之间的关系,帮助理解信息如何在社群内部传…☆19Jul 12, 2024Updated 2 years ago
- ☆18Mar 28, 2026Updated 7 months ago
- Data and Code of ICLR 2024 Paper : When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES String…☆10Jul 29, 2024Updated 2 years ago
- ☆11Nov 3, 2023Updated 2 years ago
- Prompt Tuning on Graph-augmented Low-resource Text Classification. In TKDE 2024.☆15Jan 20, 2025Updated last year
- [ACL 2023] kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation☆17Jul 27, 2023Updated 3 years ago
- Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation☆19Aug 26, 2023Updated 3 years ago