This Week in Neo4j: Chatbot, GraphRAG, Graph Analytics, Bloodhound and more
Blog post from Neo4j
This edition of This Week in Neo4j explores powerful ways to use Neo4j across AI, analytics, and cybersecurity. Developers can build smarter chatbots using Vertex AI and Gemini, create knowledge graphs from unstructured data with GraphRAG, scale graph algorithms with Aura Analytics, and simplify Active Directory security with BloodHound-MCP. Additionally, the community is invited to share their code, models, and graph-powered insights at NODES 2025, a global conference spotlighting real-world apps, intelligent systems, and all things Neo4j.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| MCP | 6 | 2,993 | 206 | 96 | -12% |
| LLM | 3 | 3,765 | 540 | 172 | -11% |
| RAG | 3 | 899 | 167 | 74 | -45% |
| Data Pipeline | 1 | 435 | 181 | 80 | -40% |
| Real-time | 1 | 3,344 | 937 | 222 | -51% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.