Neo4j Live: Valkompass.ai - Mapping Political Insight with Graphs & AI

Описание: How can we use graphs and AI to bring transparency to politics?
In this live session, we’ll dive into Valkompass.ai - an open-source project that uses Neo4j and Gemini to connect and analyze political data from Sweden’s parties. From election manifestos to parliamentary votes, Valkompass.ai turns complex, unstructured information into a knowledge graph you can query and converse with.

We’ll explore how this system models political relationships, applies AI reasoning over connected data, and helps citizens and journalists navigate policies with context and clarity.

Guest: Emil Wåreus
Valkompass: https://www.valkompass.ai/
Github: https://github.com/valkompass-ai/valk...

0:00 Intro & welcome to Neo4j Live with Emil Wåreus
2:06 Background: Hackathon origins of Valkompass
4:00 Emil’s journey from startup founder to new AI venture
8:18 Why Valkompass: tackling bias and political transparency with AI
10:19 How Valkompass works: analyzing party programs using Neo4j & Gemini
12:27 Extending the graph: votes, debates, and historical political data
17:00 Discussion: transparency, trust, and fact-checking in politics
21:15 Technical deep dive: building Valkompass with Neo4j knowledge graphs
26:45 Live demo: querying Swedish political positions & comparisons
33:06 Data pipeline & verification via GitHub and open data sources
45:00 Graph modeling: parties, topics, and relationships for accuracy
53:20 Guardrails, bias handling & community-driven transparency
59:10 WrapUp

#neo4j #graphdatabase #genai #graphrag #llm #voting