BLOG

PuppyGraph Blog

News, stories and updates from PuppyGraph
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Knowledge Graph vs LLM: Know the Differences
Knowledge Graph
Knowledge Graph vs LLM: Know the Differences
Explore the differences between knowledge graphs and large language models (LLMs). Understand how symbolic and statistical reasoning complement each other.
How to Build a SIEM System: Architecture & Tools
Cybersecurity
How to Build a SIEM System: Architecture & Tools
Learn how to build a robust SIEM system from scratch. This step-by-step guide covers architecture, log ingestion, correlation rules, alerting, and open-source vs. commercial tools.
Knowledge Graph vs RAG: Know the Differences
Knowledge Graph
Knowledge Graph vs RAG: Know the Differences
Compare knowledge graphs with Retrieval-Augmented Generation (RAG). Learn how both approaches enhance AI accuracy, retrieval quality, and context understanding.
TigerGraph vs JanusGraph: Key Differences & Comparison
Graph Database
TigerGraph vs JanusGraph: Key Differences & Comparison
Compare TigerGraph and JanusGraph on architecture, GSQL vs Gremlin, indexing, consistency, clustering, and traversal performance to choose the right graph engine.
Knowledge Graph vs Vector Database: Key Differences
Knowledge Graph
Knowledge Graph vs Vector Database: Key Differences
Compare Knowledge Graphs and Vector Databases to understand their strengths, use cases, and key differences. Learn which technology fits semantic search, AI applications, and enterprise data integration.
Knowledge Base vs knowledge Graph: Know the Differences
Knowledge Graph
Knowledge Base vs knowledge Graph: Know the Differences
Understand the difference between a knowledge base and a knowledge graph. Explore how each stores, organizes, and retrieves information.
Top 5 Neo4j Alternatives of 2026
Graph Database
Top 5 Neo4j Alternatives of 2026
Explore the best Neo4j alternatives for graph database solutions. Compare performance, scalability, and features of five top tools to find your ideal match.
JanusGraph vs Dgraph: Which Graph Database Fits Your Workload
Graph Database
JanusGraph vs Dgraph: Which Graph Database Fits Your Workload
Compare JanusGraph and Dgraph on data models, Gremlin vs DQL/GraphQL, storage architecture, indexing, consistency, clustering, and traversal speed for production graphs.
Knowledge Graph vs Ontology : Know the Difference
Knowledge Graph
Knowledge Graph vs Ontology : Know the Difference
Discover the key differences between a knowledge graph and an ontology. Learn how each structures data, their roles in semantic understanding.
Cosmos DB vs Neo4j: How to Choose for Graph Workloads
Graph Database
Cosmos DB vs Neo4j: How to Choose for Graph Workloads
Compare Azure Cosmos DB Gremlin API and Neo4j on data models, query languages, global distribution, consistency, indexing, and traversal performance to pick the right fit.
JanusGraph vs Amazon Neptune: Key Differences & Comparisons
Graph Database
JanusGraph vs Amazon Neptune: Key Differences & Comparisons
Compare JanusGraph and Amazon Neptune on architecture, indexing, consistency, clustering, and traversal performance for graph applications.
What is Semantic Knowledge Graph?
Knowledge Graph
What is Semantic Knowledge Graph?
Discover what a Semantic Knowledge Graph is, how it connects data with meaning, and why businesses use it for advanced search, AI, and knowledge management.
 What is Business Data Lineage?
Graph Database
What is Business Data Lineage?
Learn what business data lineage is, how it works, and why it’s essential for data governance, compliance, and analytics. Discover key benefits, challenges, and best practices for implementing effective data lineage in modern enterprises.
7 Best Graph Analytics Tools of 2026
Graph Database
7 Best Graph Analytics Tools of 2026
Explore the power of graph analytics tools to unlock valuable insights from complex relationships and interconnected data. Discover efficient solutions for visualizing, analyzing, and extracting meaningful patterns from graph structures.
7 Best Graph Databases in 2026
Graph Database
7 Best Graph Databases in 2026
Discover the leading 7 graph databases in the dynamic landscape of data management.

Sign up for the PuppyGraph newsletter

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.