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
☆174Dec 1, 2024Updated last year
Alternatives and similar repositories for LightRAGTest
Users that are interested in LightRAGTest are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于LightRAG+Deepseek API框架的知识图谱测试☆60Jan 24, 2025Updated last year
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆10Jul 14, 2020Updated 5 years ago
- 提供了一种gpt大模型平替解决方案实现利用非gpt大模型去使用Graphrag,支持多类型大模型如本地大模型(Ollama)、阿里云通义千问、百度文心千帆、智谱ChatGML、讯飞星火认知、Ollama、Moonshot AI、Google Gemini等。示例代码使用阿里…☆441Nov 20, 2024Updated last year
- GraphRAG在2024.11.5发布 0.4.0新版本,引入增量更新索引和DRIFT图推理搜索查询,本项目对新增的两个新功能进行全面测试,并提供了一种支持多类型大模型使用GraphRAG解决方案,不仅支持GPT大模型,还支持本地大模型(Ollama)、阿里云通义千问、百…☆49Dec 1, 2024Updated last year
- 为实现代码的高扩展性和兼容性,提出一套综合解决方案,支持多种大模型类型的无缝集成,包括GPT系列大模型、国内主流模型(如通义千问、智谱AI等),以及本地化部署的大模型(如qwen2.5)。☆27Nov 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 本项目系列相关视频为大家测试CrewAI官方提供的Tools☆14Jan 2, 2025Updated last year
- [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆37,134Updated this week
- 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☆153Apr 14, 2025Updated last year
- A book room based Agent | 智能书库☆54Apr 30, 2025Updated last year
- Weaviate (we-vee-eight) 是一个开源的AI原生向量数据库,可同时存储对象和向量,这样就可以将向量搜索与结构化过滤结合使用。本次分享为大家提供一份使用指南,包括如何安装部署、国内如何配置使用embedding模型、数据写入和查询☆24Apr 16, 2025Updated last year
- 拼好RAG:手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索;整合DeepSearch技术实现私域RAG的推理;自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRA…☆2,249Nov 5, 2025Updated 7 months ago
- ☆12Oct 5, 2022Updated 3 years ago
- A simple, easy-to-hack GraphRAG implementation☆3,894Jan 27, 2026Updated 5 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆34,026Jun 22, 2026Updated last week
- 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.
- A Graph RAG System for Evidenced-based Medical Information Retrieval [ACL 2025]☆808Oct 18, 2025Updated 8 months ago
- ☆10Jan 6, 2025Updated last year
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆132Feb 26, 2025Updated last year
- 大模型推理压测☆49Jul 31, 2025Updated 11 months ago
- 微软开源多Agent智能体协作框架AutoGen全新改版核心概念介绍及相关案例测试☆49Dec 4, 2024Updated last year
- R package providing a data frame interface for EPA's air dispersion model AERMOD☆22Jun 21, 2023Updated 3 years ago
- ☆14Mar 28, 2025Updated last year
- Production code the Fast Implementation of the Gaussian Puff Forward Atmospheric Model☆19Dec 1, 2025Updated 6 months ago
- IndexTTS2 Player - Advanced TTS plugin for SillyTavern☆62Apr 16, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆12Mar 23, 2024Updated 2 years ago
- Corrective Retrieval Augmented Generation☆463Oct 8, 2024Updated last year
- ☆51Nov 22, 2024Updated last year
- Open Source bro of my conversational agent. https://github.com/mfmezger/conversational-agent-langchain☆14Feb 5, 2024Updated 2 years ago
- Irish Sign Language☆11Jun 6, 2017Updated 9 years ago
- Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"☆13Mar 19, 2024Updated 2 years ago
- Neo4j graph construction from unstructured data☆326Aug 1, 2024Updated last year
- A minimalistic streamlit chatbot UI to combine and customize tools for langchain llm agents☆15May 12, 2024Updated 2 years ago
- Multimodal RAG using LlamaIndex, Qdrant, llama.cpp for document QA with local VisonLLM and embedding models☆20Nov 8, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,953Oct 16, 2025Updated 8 months ago
- Converting unstructured text to knowledge graph using spacy LLM and ne04j.☆17Feb 1, 2024Updated 2 years ago
- 基于大语言模型LLM 的知识图谱生成工具,支持从文本中自动提取实体关系并可视化展示。☆31Jan 24, 2025Updated last year
- AutoGen最新架构v0.4正式发布第一个稳定版本,v0.4是对AutoGen的一次从头开始的重写,目的是为构建Agent创建一个更健壮、可扩展、更易用的跨语言库,其应用接口采用分层架构设计,存在多套软件接口用以满足不同的场景需求 。☆114Apr 14, 2025Updated last year
- An implementation of the multi-paradigm declarative language Curry which compiles Curry programs into Haskell programs☆24Feb 22, 2026Updated 4 months ago
- ☆16Mar 8, 2025Updated last year
- Lightweight CLI note tracker in Golang with SQLite. A changelog for your mind all within the terminal!☆11Jan 16, 2025Updated last year