neo4j-aura-graph-analytics-skill
方便把分布式/托管 Neo4j 上的图分析流程标准化与调用。
图分析可能触发大规模计算，存在性能和计费风险。
在 Aura Graph Analytics 环境中运行 GDS 会话与图算法操作。
在 Aura Graph Analytics 的无服务器环境里开 GDS 会话、跑图算法并做远程投影或写回结果，适合把 AuraDB、Pandas/Spark 或 CSV 数据当图来处理的按需或流水线分析。支持 gds.v2.session、gds.v2.graph.construct、gds.graph.project.remote，以及用 AuraDB Cypher API 的 memory/sessionId 投影，方便短生命周期的图分析流程。注意不负责嵌入式 GDS 插件或 Cypher 撰写。
▸ 展开 SKILL.md 英文原文
Serverless Aura Graph Analytics (AGA) GDS Sessions — covers GdsSessions, AuraGraphDataScience, AuraAPICredentials, DbmsConnectionInfo, SessionMemory, get_or_create, remote graph projection with gds.v2.graph.project and gds.graph.project.remote, gds.v2 session endpoints, gds.v2.graph.construct, AuraDB Cypher API memory/sessionId projection, algorithms, write-back, and session lifecycle. Use for AuraDB-connected, self-managed Neo4j, or standalone DataFrame/Spark session workloads. Does NOT cover the embedded GDS plugin on Aura Pro or self-managed Neo4j — use neo4j-gds-skill. Does NOT handle Cypher authoring — use neo4j-cypher-skill. Does NOT cover Snowflake Graph Analytics — use neo4j-snowflake-graph-analytics-skill.
帮我安装这个 skill：https://raw.githubusercontent.com/neo4j-contrib/neo4j-skills/main/neo4j-aura-graph-analytics-skill/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/neo4j-contrib/neo4j-skills/main/neo4j-aura-graph-analytics-skill/SKILL.md"## When to Use
- Running GDS algorithms in Aura Graph Analytics GDS Sessions
- Creating `GdsSessions` or using `AuraGraphDataScience`
- Remote projecting connected Neo4j data with `gds.graph.project.remote(...)`
- Using AuraDB Cypher API projection with `{ memory: ... }` or `{ sessionId: ... }`
- Processing graph data from non-Neo4j sources (Pandas, Spark, CSV)
- On-demand / pipeline workloads — ephemeral sessions, pay per session-minute
- Full isolation from the live database during analytics
## When NOT to Use
- **Aura Pro with embedded GDS plugin** → `neo4j-gds-skill`
- **Self-managed Neo4j with embedded GDS plugin** → `neo4j-gds-skill`
- **Writing Cypher queries** → `neo4j-cypher-skill`