GraphAware Blog

Find out what's new in the world of mission-critical graph analytics.

Neo4j Testcontainers - Everything You Need to Know

Neo4j Testcontainers - Everything You Need to Know

23 Feb 2024 by Sergio De Lorenzis · 13 min read Hume GraphAware Knowledge Graph Search Neo4j

Automated tests have become crucial in the field of software engineering in the last few years, even more than in the past. In fact, automated testing is now part of the Continuous Integration / Continuous Delivery (CI/CD) process, so tests may run in different shapes and environments throughout the development of software artefacts.While Unit Tests can be executed by taking apart a core component or class, by mocking every external dependency (DB included), Integration Tests and End-to-End tests require at least one real external component, in order to be as realistic as possible.

From Data to Knowledge: Search vs. Data Exploration

From Data to Knowledge: Search vs. Data Exploration

16 Feb 2024 by · 6 min read Hume GraphAware Knowledge Graph Search

Welcome to the third instalment in this series, which tracks the journey to revolutionise law enforcement through advanced data analysis. In this series, expect to uncover a wealth of knowledge that underpins the enhancement of policing methods using graph analysis. Join us at the vanguard of policing technology as we delve into the transformative power of Knowledge Graphs.

From Data To Knowledge: Transparency within Predictive Policing

From Data To Knowledge: Transparency within Predictive Policing

25 Jan 2024 by · 5 min read Hume Knowledge Graph Law Enforcement Predictive Policing

Welcome to the second instalment in this series, which tracks the journey to revolutionise law enforcement through advanced data analysis. In this series, expect to uncover a wealth of knowledge that underpins the enhancement of policing methods using graph analysis. Join us at the vanguard of policing technology as we delve into the transformative power of Knowledge Graphs. In the previous chapter, we illustrated the process of transitioning from isolated data silos to a holistic intelligence data system, resulting in a single source of truth.

LLMs for Knowledge Graph 3: Challenges and Opportunities for GPT in KGs

LLMs for Knowledge Graph 3: Challenges and Opportunities for GPT in KGs

17 Jan 2024 by Alessia Melania Lonoce & Giuseppe Futia · 19 min read Knowledge Graph Large Language Models LLMs NLP Rockefeller Archive Center Knowledge Management Data Management

Welcome to our LLMs and Knowledge Graphs Series. In this collection of blogs, we embark on a journey at the intersection of cutting-edge large language models and graph-based intelligence. Whether you’re a seasoned data scientist, a curious developer, or a business leader seeking actionable insights, this series promises to demystify the synergy between LLMs and knowledge graphs.

GraphAware at Nodes 2023: Neo4j's biggest online conference

GraphAware at Nodes 2023: Neo4j's biggest online conference

23 Nov 2023 by · 2 min read LLM LLMs LLM tutorial entity resolution graph analytics knowledge graph dependency graph APIs AI criminal intelligence fraud financial crime data science database machine learning

Last month, GraphAware data scientists attended Nodes 2023 – a 24-hour online graph community gathering dedicated to learning how to integrate graph technologies into ML and dev projects. The hot topics this year were: