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 construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for GraphRAG.

:mortar_board: Open knowledge mining and graph builder

A .NET 10 port of graphify - AI knowledge graph builder for codebases using GitHub Copilot SDK and Microsoft.Extensions.AI

Repository for building knowledge graphs from specific datasets using generative language model through ollama

This repository includes a set of tools that can help parsing data from cnki, extending information through reptile crawling from baidu baike, building knowledge graph in neo4j, and lastly a webui that can inquire on the knowledge graph.

Constructing Knowledge Graphs from Unstructured Text

Spark + Pytorch + BERT + Ontology TripleStore Parser + Knowledge Graph Builder demo, for NLP Summit 2021

LLM-powered Knowledge Graph Builder that extracts entities and relationships from documents (PDF, DOCX, TXT) and builds a Neo4j knowledge graph with full provenance tracking. Includes a **Graph Reasoning Agent** for intelligent querying and a **futuristic Web UI** for visualization.

Video Knowledge Builder and Graph

Multi-agent system for automated Knowledge Graph construction from structured and unstructured data using Google ADK and Neo4j

Biomedical knowledge graph builder.

A Python based knowledge grpah builder.

A hackable knowledge graph builder / retriever

Multilingual Knowledge Graph Builder using React · Aspnet · Neo4j · Papago · HyperClovaX · RabbitMQ

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Knowledge graph builder for legal documents using Neo4j and LLM.

Automatically build knowledge graphs from ontologies, competency questions and documents

Creates a KG of your input chunks with Instructor, Graphviz and GPT-4

Paper Q/A Chatbot and Knowledge Graph Builder powered by LangChain and OpenAI

A complete Agentic RAG system using LangGraph, a Knowledge Graph, multi-hop retrieval, and local LLMs (Ollama). Includes ingestion, graph builder, custom retriever, tools, and full CLI agent workflow.

An experimental “creative workshop” for world‑builders: chat with a Socratic AI to grow your setting into a structured knowledge graph, run a LangGraph‑powered RATT engine to uncover hidden systemic defects, then read those flaws back as vivid short stories driven by OpenRouter LLMs.

GNOSS Semantic AI Platform es un framework de desarrollo semántico [GNOSS Knowledge Graph Builder] que permite desarrollar soluciones de IA semántica que explotan grafos de conocimiento y un servidor de aplicaciones [GNOSS Semantic Application Server] que posibilita su publicación, despliegue y operación con seguridad, disponibilidad y rendimiento.

Created a graph-based knowledge system with Neo4j, extracting entities/relationships from text via LLMs. Used for semantic querying and RAG enhancement; integrated with LangChain for dynamic retrieval in chat applications.

Turn your scattered notes (Markdown files) into a browsable knowledge graph. This tool: scans a folder of .md files, extracts headings and internal links (and optional keywords), builds a node-edge graph (notes as nodes, links/mentions as edges), exports an interactive HTML visualization you can open in the browser (pan/zoom, click nodes) .

Knowledge graph Simple Builder ,only need csv file.

Knowledge Graph Builder and Updater for publicly listed Companies

Evidence-first knowledge graph builder - deterministic, reproducible, and grounded in source quotes.

Knowledge graph builder with AI-driven research, multi-graph merging, epistemic auditing, and bidirectional Claude Code integration for directing work on codebases

A privacy-first, local-LLM-powered workspace for writers and world-builders. Featuring narrative analysis, knowledge graphs, and an AI copilot that lives on your machine.

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