NebulaGraph | BestHub

DataFunSummit

Jan 30, 2025 · Databases

Mature Practices for Building Risk‑Control Knowledge Graphs on NebulaGraph and Leveraging Large Language Models

This article explains how NebulaGraph’s large‑scale graph database can be used to construct real‑time risk‑control knowledge graphs, describes practical applications such as community detection and path analysis, and explores how large language models enhance graph queries through Text‑to‑GQL, agents, exploration chains, and semi‑structured knowledge extraction.

AILLMNebulaGraph

0 likes · 11 min read

Mature Practices for Building Risk‑Control Knowledge Graphs on NebulaGraph and Leveraging Large Language Models

DataFunTalk

Jan 14, 2023 · Databases

Evolution and Architecture of Graph Databases: From Early Designs to Modern Distributed Systems

This article surveys the development of graph databases, describing their underlying data models, storage designs across relational, native, document, and wide‑column systems, and reviewing representative modern distributed graph databases while discussing current challenges and future directions such as GQL standardization and graph‑AI integration.

Big DataNebulaGraphNeo4j

0 likes · 29 min read

Evolution and Architecture of Graph Databases: From Early Designs to Modern Distributed Systems

DataFunTalk

Feb 4, 2022 · Databases

Exploring Tencent Music's Knowledge Graph: Architecture, Database Selection, and Search Applications

This article details Tencent Music's music knowledge graph, covering data classification, graph database evaluation, system architecture, online and offline data pipelines, advanced search use cases, and practical business scenarios, illustrating how graph technology enhances intelligent retrieval and recommendation.

NebulaGraphSearchTencent Music

0 likes · 11 min read

Exploring Tencent Music's Knowledge Graph: Architecture, Database Selection, and Search Applications

YunZhu Net Technology Team

Jan 26, 2022 · Databases

Graph Database Selection and NebulaGraph Architecture for a Knowledge‑Graph Platform

The article explains how the cloud‑construction platform evaluated graph‑database options based on open‑source, scalability, latency, storage capacity and import capabilities, ultimately choosing NebulaGraph, and then details NebulaGraph’s distributed meta, storage and query services as well as the overall multi‑layer knowledge‑graph platform architecture and future application scenarios.

NebulaGraphQuery Servicedistributed architecture

0 likes · 11 min read

Graph Database Selection and NebulaGraph Architecture for a Knowledge‑Graph Platform

DataFunTalk

Apr 20, 2021 · Databases

Meituan's Graph Database Selection and Platform Construction

This article presents Meituan's comprehensive evaluation of open‑source graph databases, the rationale for selecting NebulaGraph, and the design of a high‑availability, high‑throughput graph database platform that supports multi‑hop queries, massive data ingestion, real‑time synchronization, and visualization for various business scenarios.

Data ingestionDistributed StorageHigh Availability

0 likes · 21 min read

Meituan's Graph Database Selection and Platform Construction