KAG开源框架介绍及使用KAG实现知识增强生成应用(产品模式测试、开发者模式测试),KAG是OpenSPG发布v0.5版本中推出的知识增强生成(KAG)的专业领域知识服务框架,旨在充分利用知识图谱和向量检索的优势,增强大型语言模型和知识图谱,以解决 RAG 挑战
☆154Apr 14, 2025Updated 10 months ago
Alternatives and similar repositories for KagTest
Users that are interested in KagTest are comparing it to the libraries listed below
Sorting:
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,574Jan 28, 2026Updated last month
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆2,021Jul 5, 2025Updated 7 months ago
- 在本项目中使用Haystack框架实现模拟健康档案私有知识库构建和检索全流程,通过一份代码实现了同时支持多种大模型(如OpenAI、阿里通义千问等)的RAG(检索增强生成)功能:(1)离线步骤:文档加载->文档切分->向量化->灌入向量数据库;在 线步骤:获取用户问题->用户…☆35Dec 21, 2024Updated last year
- 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。☆63Dec 20, 2024Updated last year
- 基于LightRAG+Deepseek API框架的知识图谱测试☆61Jan 24, 2025Updated last year
- 本项目主要介绍prompt工程相关用例。包括模拟智能推荐客服系统构建和问答、思维链、自洽性、思维树等相关进阶demo,旨在帮助大家理解prompt。通过一份代码实现了同时支持多种大模型(如OpenAI、阿里通义千问等)并使用FastAPI对应用进行API封装。☆52Sep 26, 2024Updated last year
- 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)☆48Jun 10, 2025Updated 8 months ago
- 这是一份集成了RAG和微调以及思维链的LLM应用!最近也结合了知识图谱以及智能体agent~后续还会有很多更新!☆18Oct 12, 2024Updated last year
- LightRAG与GraphRAG在索引构建、检索测试中的耗时、模型请求次数、Token消耗金额、检索质量等方面进行对比☆161Dec 1, 2024Updated last year
- Build Neo4J Knowledge Graphs from Excel files☆22Nov 18, 2024Updated last year
- LoRA☆18Apr 15, 2023Updated 2 years ago
- 大模型应用技术开发入门系列☆95Apr 24, 2025Updated 10 months ago
- 基于大模型+知识图谱的知识库问答☆472Dec 14, 2025Updated 2 months ago
- kdb Visual Studio Code extension☆22Feb 20, 2026Updated last week
- 基于pytorch_rnn的古诗词生成☆10Oct 24, 2021Updated 4 years ago
- Clawome - AI Agent Browser | Smart Web Browsing Tool Give your AI agent eyes and hands on any website. Open-source smart browser tool for…☆45Updated this week
- 计算机毕业设计Python+知识图谱大模型AI医疗问答系统 健康膳食推荐系统 食谱推荐系统 医疗大数据 机器学习 深度学习 人工智能 爬虫 大数据毕业设计☆17Dec 12, 2024Updated last year
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,372Sep 10, 2025Updated 5 months ago
- 基于LLM和LangChain实现基于本地文档的QA chatbot☆35Aug 13, 2023Updated 2 years ago
- [KGC '24] This application is for visualisation of Knowledge Graphs. We employe a novel technique which uses LLM based agent for triple e…☆11Apr 17, 2024Updated last year
- ☆15Apr 8, 2025Updated 10 months ago
- Vector search with Pinecone and Openai to search through contract law textbook. If downloaded, remeber to install all dependencies. Refer…☆13Mar 30, 2023Updated 2 years ago
- Experiments codes for COLING '22 paper "Augmenting Legal Judgment Prediction with Contrastive Case Relations"☆11Apr 25, 2024Updated last year
- A simple GPT-3 interface to automate core legal writing tasks☆12Mar 8, 2023Updated 2 years ago
- A question answering AI tool for the content from the PDF files of the Civil Code, Criminal Code, Code of Criminal Procedure, Labor Stand…☆11May 14, 2023Updated 2 years ago
- 黄山派示例☆22Sep 8, 2025Updated 5 months ago
- A fluent TypeScript API to FFmpeg (http://www.ffmpeg.org)☆11Aug 24, 2025Updated 6 months ago
- python基础、机器学习、深度学习代码☆10Feb 21, 2020Updated 6 years ago
- ☆12Nov 11, 2022Updated 3 years ago
- The PyTorch implementation of paper "KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation"☆15Jul 4, 2025Updated 7 months ago
- 基于知识图谱和深度学习的中文医疗知识问答系统☆12Sep 6, 2024Updated last year
- 构建一个医疗知识图谱并基于此实现 RAG,并以此实现医学试题的生成☆57May 1, 2025Updated 10 months ago
- 使用大模型自动构建课程知识图谱☆10Aug 9, 2024Updated last year
- FastMCP for Google's langextract library☆27Aug 6, 2025Updated 6 months ago
- Easy Dataset Docs☆14Jan 21, 2026Updated last month
- ☆10Aug 28, 2018Updated 7 years ago
- pytorch+bert实现的意图识别与槽位填充☆11May 30, 2023Updated 2 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 2 years ago
- Advent Of Code (http://adventofcode.com/) solutions☆13Dec 12, 2025Updated 2 months ago