把代码、文档和基础设施连成一张持久化图谱，为开发者和 AI 代理提供本地代码智能检索，还能按改动挑选测试。
用 LLM 从非结构化文本里自动抽取实体和关系，直接建成 Neo4j 知识图谱，省去手工建模和写 Cypher 的麻烦，适合做 GraphRAG 和知识库。
开源分布式图数据库，支持水平扩展和高可用，适合存储超大规模图数据并做低延迟查询，可用于知识图谱和 GraphRAG 场景。
基于 GraphBLAS 稀疏邻接矩阵实现的高性能图数据库，主打为 LLM 提供知识图谱支撑，适合做 GraphRAG 检索增强。
What's Changed Shared planner for native and Cypher queries (Cypher off by default) by @matthewsanetra in https://github.com/HelixDB/helix-db/pull/1168 Add helix explorer
Bug Fixes Cypher Exporter - Make Cypher export idempotent, typed and executable ([c40957d](https://github.com/docling-project/docling-graph/commit/c40957d1b4f9e7da45fe2a6
…d shortest path / all shortest paths SRFs ( 2430) cypher with: add ORDER BY to non-deterministic RETURN queries ( 2436) Make ag catalog ownership and built-in resolution
…r updates ( 2298) Makefile: fix race condition on cypher gram def.h ( 2273) Restrict age load commands ( 2274) Migrate python driver configuration to pyproject.toml ( 227
…r updates ( 2298) Makefile: fix race condition on cypher gram def.h ( 2273) Restrict age load commands ( 2274) Migrate python driver configuration to pyproject.toml ( 227
…cluster is online</li <li New command line tools: cypher-shell and improved neo4j-admin </ul <li Schema Viewer: Displays the graph model at the current point in time</li