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LlamaIndex is the leading document agent and OCR platform
DSPy: The framework for programming—not prompting—language models
A modular graph-based Retrieval-Augmented Generation (RAG) system
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
🚀 「大模型」1小时从0训练67M参数的视觉多模态VLM！🌏 Train a 67M-parameter VLM from scratch in just 1 hours!
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
A simple, easy-to-hack GraphRAG implementation
Empowering RAG with a memory-based data interface for all-purpose applications!
An Open-sourced Knowledgable Large Language Model Framework.
SuperEasy 100% Local RAG with Ollama + Email RAG
Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction
A Framework of Small-scale Large Multimodal Models
【蓝桥杯Python冲刺课】视频合集 https://space.bilibili.com/398421867/lists?sid=4898042&spm_id_from=333.788.0.0
A Graph RAG System for Evidenced-based Medical Information Retrieval [ACL 2025]
[EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.
SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
本项目用于展示三元组抽取后形成的知识图谱，包括几本小说的实体关系，以及README.md，介绍这方面的一篇文章。
LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.
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
Python utilities to download and parse the MNIST dataset
The implement of paper:"ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability"