knowledge-graphgptraggpt-4large-language-modelsllmgenairetrieval-augmented-generationgraphrag UpdatedApr 28, 2025 Python KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and
可视化: HTML可视化 可视化 利用networks与pyvis进行三元组可视化 程序流程 reference https://github.com/jiangnanboy/text_grapher https://github.com/robert-mcdermott/ai-knowledge-graph https://github.com/RapidAI/RapidOCRAbout 利用大模型LLM对中文文本、图片以及pdf中的非结构化文本内容进行分析,并提取主-谓...
https://github.com/severian42/GraphRAG-Local-UI https://github.com/gusye1234/nano-graphrag https://github.com/neo4j-labs/llm-graph-builder Neo4j开源了基于LLM提取知识图谱的生成器:llm-graph-builder https://github.com/SuperMedIntel/Medical-Graph-RAG https://github.com/circlemind-ai/fast-graph...
今天无意间在GitHub上看到 WhyHow.AI 团队开源了他们的 Knowledge Graph Studio(以下简称 KG Studio)工具时,立刻意识到这可能是一个重要的突破口,因为对于知识图谱跟RAG原生结合的技术和工具似乎在开源界一直都相对比较空白,除了前端时间微软开源的GraphRAG技术。这个工具的意义不仅在于降低了知识图谱的构建门槛,更重要...
https://llm-graph-builder.neo4jlabs.com/ Authors Michael Hunger, Tomaz Bratanic, Niels De Jong, Morgan Senechal, Persistent Team Community Support Neo4j Online Community Repository GitHub Issues GitHub Issues LangChain LangChain KG Construction Module ...
The entities in the Google knowledge graph represent the world as we know it, marking a shift from “strings to things.” Behind this simple phrase is the profound concept of treating information on the web as entities rather than a bunch of text. Since information is organized as a network...
Graphlit is a managed knowledge API platform providing ingestion, memory & retrieval for AI apps and agents. Provides ETL for LLMs via web scraping, Markdown extraction. Supports data connectors such as Google Drive, Notion, GitHub, Slack, email.
LLM(Large Language Model)是基于深度学习技术、拥有海量参数并经过大规模数据训练的人工智能系统,LLM擅长语义理解却缺乏执行能力,而传统APP拥有精准功能却缺乏自然语言交互的灵活性。Model Context Protocol (MCP) 正是解决这一矛盾的标准化方案。 什么是M...
KG reasoning just represents a fraction of the many interesting problems in the reasoning domain, and the majority still don’t have a generic solution. We believe the success of KG reasoning will bring more breakthroughs in other reasoning domains (for example, we recently found thatLLMs can ...
Graphlit is a managed knowledge API platform providing ingestion, memory & retrieval for AI apps and agents. Provides ETL for LLMs via web scraping, Markdown extraction. Supports data connectors such as Google Drive, Notion, GitHub, Slack, email.