graphrag

A lightweight, reproducible demo of pharma competitive-intelligence graph construction and GraphRAG Q&A: 14 investor-deck PDFs → a Neo4j knowledge graph via neo4j-mcp-workspace-template, queried live in Claude Desktop. Includes data, extraction schema, demo skill, sample questions, and a pre-built DB dump.

LLM fine-tuning and evaluation for therapeutic chatbot

Logos inquiry beta harness (offline pytest) + product at logos.jema-ai.com/ask - research_only - SEND_GATE HOLD

An autonomous, 100% local Agentic GraphRAG system for codebase intelligence. Paste any GitHub URL or local directory to chat with your code. Powered by LangGraph, NetworkX, and Ollama (qwen2.5-coder).

Bash-native multi-agent terminal orchestrator for spec-driven software development. Coordinates AI agents (Claude, Gemini, Cursor, Copilot) through a five-phase pipeline — Spec → Plan → Tasks → Implement → Review — with a compiled knowledge graph, real-time event log, and human-in-the-loop approval gates.

Qwen3-1.7B QLoRA fine-tuned NDA classifier with structured reasoning traces, evidence grounding, and deterministic playbook — built on ContractNLI.

基于 RAG 和 GraphRAG 的同人小说智能创作平台。导入小说构建知识库后，可以问答、搜索、分析原作，并通过 Agent 辅助创作同人章节。

Graph RAG for medical recommendations.

AI-native database with semantic search, GraphRAG, hybrid search, full-text search, and edge deployment on Cloudflare Workers

全離線 GraphRAG 學術論文智能檢索系統，整合階層式 RAG + Neo4j 圖資料庫，可用於消費級硬體。🥇 2025 NCHU 程式設計競賽金獎

AegisLogic (PCRA): A novel, local-first retrieval architecture (PCRA) for zero-hallucination Cyber Threat Intelligence. Synthesizes Graph (KuzuDB), Vector (Qdrant), and Temporal data via a LangGraph state machine. Includes empirical research on LLM evaluation metrics.

Local first, multilingual Hybrid GraphRAG that combines Qdrant for vector search and Neo4j for knowledge graph traversal.

Moteur de connaissances local avec GraphRAG hybride (LanceDB + Kùzu). Il garantit la confidentialité grâce à un stockage sur site, tout en offrant une interface de chat bilingue et un explorateur 3D interactif.

End-to-end knowledge graph for Explainable AI research. Property graphs (Neo4j), RDF/OWL reasoning, KG embeddings (PyKEEN), and GraphRAG vs vanilla RAG benchmark on 3,907 arXiv papers.

A Temporal-Causal GraphRAG architecture for Advanced Persistent Threat (APT) Next-TTP prediction using actor-aware knowledge graphs and RotatE embeddings.

Eight RAG architectures answer the same query concurrently over one shared knowledge base, each scored by a common Trust Layer that adjudicates every answer claim-by-claim against its retrieved evidence — so you can see which retrieval strategy is actually more trustworthy, and which stage failed when it isn't.

An autonomous multi-agent DevSecOps pipeline that utilizes GraphRAG to detect vulnerabilities, map technical debt, and deploy surgical code patches directly via GitHub Pull Requests.

Self-hosted RAG x LLM Wiki knowledge base framework: document parsing/chunking/vectorization, knowledge graph, hybrid retrieval (vector + graph), multi-tenant API-key isolation, session memory, vision RAG, MCP server. FastAPI + Vue3, data stays on your LAN.

Write gate for agent-managed knowledge graphs: agents propose, and only validated, versioned, provenance-stamped writes reach the graph (remember, supersede, hold, reject).

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG