Blog
Graph Data Model
What is Customer Journey Graph?
Discover how customer journey graphs transform traditional analytics. Learn to map, analyze, and optimize complex customer paths using graph databases and visualization tools.
Cybersecurity
Software Dependency Graphs: Definition, Use Cases, and Implementation
Explore what software dependency graphs are, how they model relationships in code, and how tools like PuppyGraph help manage complexity and optimize builds.
AI/ML LLM
Text-to-SQL LLM: A Practical Guide
Learn how LLM-powered Text-to-SQL works, its benefits, challenges, and use cases. Discover how AI converts plain English into accurate SQL queries.
Query your table as a graph.Petabytes. Subsecond. No data movement.
Graph Data Model
What Is a Compliance Graph? Visualizing Risk & Regulation
Learn how compliance graphs connect regulations, policies, and risks to automate compliance, boost visibility, and simplify audits for modern enterprises.
Graph Database
Top 7 ArangoDB Alternatives of 2026
Explore the best ArangoDB alternatives for graph database solutions. Compare performance, scalability, and features of seven top tools to find your ideal match.
Graph Algorithm
What is Breadth-First Search?
Learn how the Breadth-First Search algorithm works in graph traversal, including BFS steps, implementation, complexity analysis, and common real-world applications.
Graph Database
Graph Database for Fraud Detection: Prevent Fraud
Discover how graph databases help detect fraud in banking, fintech, and e-commerce by uncovering hidden relationships, spotting fraud rings, and reducing false positives with real-time analytics.
Data Modeling
Many-to-Many Relationship: Explained
Learn many-to-many relationships with simple real-life and database examples. Understand how entities connect and why this model is important.
Data Lakehouse
Apache Hudi vs. Iceberg: Key Differences Explained
Compare Apache Hudi vs Apache Iceberg to explore their key features, performance, use cases, and ecosystem support. Learn which table format is right for your data lakehouse.
Graph Database
Top 4 Cassandra Alternatives of 2026
Explore the top alternatives to Apache Cassandra, including scalable NoSQL and distributed databases like MongoDB, ScyllaDB, Amazon DynamoDB, and more. Compare features, performance, and use cases.
Database Concept
What Is Disk Database?
A disk database stores data on persistent storage to ensure durability and scale. Learn how disk-based databases work, benefits, and use cases.
Graph Database
What is a Customer 360 Graph Database?
Learn how a graph database powers a true Customer 360 view by connecting data across silos. Discover use cases, architecture, and top tools for customer intelligence.
AI/ML
What Is Agent Observability? How Does It Work?
Learn what agent observability is, how to implement it with logs, metrics, and traces, and how to evaluate LLM agent outcomes across tools, retrieval, and multi-agent workflows. Query telemetry as a graph with PuppyGraph.
Data Lakehouse
Iceberg vs Delta Lake: Key Differences Explained
Compare Apache Iceberg vs Delta Lake to understand their features, performance, ecosystem support, and use cases. Learn which open table format is best for your data lakehouse.
Data Modeling
What is Compliance Analytics? Benefits and Challenges
Compliance analytics uses data and automation to monitor, measure, and improve regulatory compliance. Learn benefits, use cases, and best practices.
Cybersecurity
What is Continuous Threat Exposure Management?
Discover how Continuous Threat Exposure Management (CTEM) helps organizations identify, prioritize, and reduce cyber risks through real-time visibility and proactive security validation.
Graph Analysis
Graph Analytics in Big Data: Concepts and Examples
Discover how graph analytics in big data reveals hidden patterns, relationships, and insights. Learn key use cases, tools, and real-world applications for enterprise-scale decision-making.
Data Modeling
Top 7 Root Cause Analysis Tools
Discover the 7 best root cause analysis (RCA) tools to identify, analyze, and resolve issues effectively. Compare features and use cases to find the right fit.
Cybersecurity
Attack Surface Management: Complete 2026 Guide
Learn how Attack Surface Management helps identify, monitor, and secure your digital assets to reduce cyber risks and prevent breaches.
Data Lakehouse
Apache Iceberg Trino: Modern Data Lakehouse Explained
Learn how Apache Iceberg and Trino work together to power modern data lakehouses. Explore features, architecture, use cases, and optimization for scalable analytics.
Graph Database
Node Count vs Edge Count: Key Graph Database Metrics
Learn the difference between node count and edge count in graph databases. Understand their impact on performance, scalability, and data modeling best practices.
Cybersecurity
What is Cloud SIEM?
Explore what Cloud SIEM is, how it enhances cybersecurity, its core components, and best practices for implementing a secure and scalable SIEM solution in the cloud. See how PuppyGraph adds graph analytics to uncover deeper insights and improve threat detection.
Cybersecurity
What is Exposure Management?
Learn how exposure management helps organizations identify, prioritize, and mitigate cyber risks. Improve resilience with continuous monitoring and proactive defense.
Knowledge Graph Graph RAG
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.
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.
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.
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.
Graph Data Model
Nodes and Edges in Graph Theory
Understand the fundamentals of nodes and edges in graph theory. Learn how graphs represent relationships, their types, real-world applications, and how to build them using modern graph tools.
Cybersecurity
What Is External Attack Surface Management?
External Attack Surface Management (EASM) helps organizations discover, monitor, and secure all internet-facing assets. Learn how EASM improves visibility, reduces cyber risks, and strengthens your overall security posture.
Announcement
Graph Analytics on Microsoft OneLake: Zero ETL with PuppyGraph
Microsoft OneLake comes provisioned with every Microsoft Fabric tenant as the default data lake. As the “OneDrive of data”, OneLake provides a single logical lake that unifies storage across workspaces and engines. This allows teams to spend less time managing overlapping storage resources and more time collaborating on a shared, governed lake.
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$ docker run -p 8081:8081 \
-p 8182:8182 -p 7687:7687 \
puppygraph/puppygraph:latestPulling puppygraph/puppygraph:latestStarting PuppyGraphWeb console listening on 0.0.0.0:8081Gremlin endpoint listening on 0.0.0.0:8182PuppyGraph is running# no pipelines · no second database · no data movement