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KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Python 8,377 645 Updated Dec 2, 2025

GraphRAG的应用实例,项目特点在于提供了替换OpenAI模型的方法,并通过修改原有提示和切分文档的方法,提高了GraphRAG处理中文内容的能力。

Python 182 15 Updated Nov 2, 2024

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 29,878 3,155 Updated Dec 20, 2025

A simple, easy-to-hack GraphRAG implementation

Python 3,560 376 Updated Jul 23, 2025

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, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construct…

Python 1,643 231 Updated Nov 5, 2025

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python 26,209 3,753 Updated Dec 21, 2025

"MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

Python 1,616 217 Updated Oct 16, 2025

🧠 Guide to Building RAG (Retrieval-Augmented Generation) Applications

223 34 Updated Apr 17, 2025

💡 Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs, focusing on the development of technology.

390 17 Updated Oct 17, 2025

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

Python 7,260 698 Updated Nov 19, 2025

"Your Fully-Automated Personal AI Assistant"

Python 1,314 185 Updated Oct 16, 2025

从0实现一个简洁清晰的Deep Search Agent

Python 816 223 Updated Aug 19, 2025

ValueCell is a community-driven, multi-agent platform for financial applications.

Python 7,655 1,333 Updated Dec 17, 2025

A Collection of BM25 Algorithms in Python

Python 1,279 99 Updated Oct 8, 2024

本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.

Jupyter Notebook 292 33 Updated Jul 24, 2025

Youtu-Embedding is an industry-leading, general-purpose text representation model developed by Tencent Youtu Lab.

Python 161 15 Updated Nov 14, 2025
Python 47 5 Updated Oct 10, 2025

GraphRAG-Bench, the official repo of comprehensive benchmark and dataset for evaluating GraphRAG models.

Python 298 41 Updated Dec 4, 2025

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

1,944 170 Updated Dec 14, 2025

Document-level Retrieval Augmented Knowledge Graph Construction

Python 191 17 Updated Oct 11, 2025

stock股票.获取股票数据,计算股票指标,筹码分布,识别股票形态,综合选股,选股策略,股票验证回测,股票自动交易,支持PC及移动设备。

Python 10,949 2,210 Updated Aug 28, 2025

Tongyi Deep Research, the Leading Open-source Deep Research Agent

Python 17,675 1,356 Updated Dec 17, 2025

MCP for xiaohongshu.com

Go 7,581 1,188 Updated Dec 21, 2025

Fully Open Framework for Democratized Multimodal Training

Python 660 50 Updated Dec 15, 2025

Kronos: A Foundation Model for the Language of Financial Markets

Python 9,586 2,056 Updated Nov 10, 2025

Official Code for "Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search"

Python 377 15 Updated Sep 15, 2025

《The Way to Go》中文译本,中文正式名《Go 入门指南》

Go 35,123 8,581 Updated Aug 14, 2024

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT!🌏 Train a 26M-parameter GPT from scratch in just 2h!

Python 35,899 4,235 Updated Dec 14, 2025

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

Python 6,553 972 Updated Nov 16, 2025

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 23,654 2,726 Updated Dec 11, 2025
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