knowledge map

Total 29 articles posts
Unigraph:构建本地运行的知识图谱和个人搜索引擎

Unigraph: building locally running knowledge graphs and personal search engines

Comprehensive Introduction Unigraph is a local-first general-purpose knowledge graph and personal search engine designed to provide users with an integrated workspace to help manage and search for a wide variety of data in their personal lives. With Unigraph, users can integrate data from different sources into a...
7mos ago
01.6K
MiniRAG:简化检索增强生成框架,实体图索引召回相关文本块

MiniRAG: Simplified Retrieval Enhanced Generation Framework, Entity Graph Index Recall Relevant Text Blocks

Comprehensive Introduction MiniRAG is an extremely simple Retrieval Augmented Generation (RAG) framework that aims to enable good RAG performance even for small models through heterogeneous graph indexing and lightweight topology-enhanced retrieval. It is developed by the Data Science Laboratory of the University of Hong Kong (HKUDS) to address ...
7mos ago
01.9K
Memora:构建人性化AI记忆模块,保存并更新与人类的互动信息

Memora: building humanized AI memory modules to save and update information about interactions with humans

General Introduction Memora is an agent designed to replicate human memories for each personalized AI. It helps AIs remember details of past interactions, emotions, and shared experiences just like humans do through features like timestamped memories, emotion markers, and multimodal memories.Memora supports multi-tenancy and is capable of handling...
7mos ago
01.6K
Diffbot GraphRAG LLM:依赖外部实时知识图谱数据的LLM推理服务

Diffbot GraphRAG LLM: LLM reasoning service relying on external real-time knowledge graph data

Comprehensive Introduction Diffbot LLM Reasoning Server is an innovative large-scale language modeling system with special optimizations and improvements based on the LLama model architecture. The most important feature of the project is the integration of real-time Knowledge Graph with retrieval-enhanced generation...
7mos ago
01.7K
Memary:利用知识图谱增强Agent长期记忆的开源项目

Memary: an open-source project to enhance Agent long-term memory using knowledge graphs

General Introduction Memary is an innovative open source project focused on providing long-term memory management solutions for autonomous intelligences. The project helps intelligences break through the limitations of traditional context windows to achieve smarter interaction experiences through knowledge graphs and specialized memory modules.Memary adopts...
7mos ago
02.4K
Knowledge Table:高效提取与探索结构化数据的开源工具

Knowledge Table: an open source tool for efficient extraction and exploration of structured data

Comprehensive Introduction Knowledge Table (Knowledge Table) is an open source project designed to simplify the process of extracting and exploring structured data from unstructured documents. Users can create structured knowledge representations such as tables and graphs through a natural language query interface. The tool supports customizing the extraction ...
10mos ago
01.5K
OpenSPG:开源知识图谱引擎

OpenSPG: Open Source Knowledge Graph Engine

Comprehensive Introduction OpenSPG is an open source knowledge graph engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic Augmented Programmable Graph) framework. The engine is designed to provide features such as explicit semantic representation, logical rule definition and operational framework to support the construction and management of domain knowledge graphs...
11mos ago
02.3K
cognee:基于知识图谱构建的RAG开源框架,核心prompts学习

cognee: a RAG open source framework for knowledge graph based construction, core prompts learning

General Introduction Cognee is a reliable data layer solution designed for AI applications and AI agents. Designed to load and build LLM (Large Language Model) contexts to create accurate and interpretable AI solutions through knowledge graphs and vector stores. The framework favors cost-saving, interpretable...
7mos ago
02.5K