🤯 #NODES24: a practical path to Cloud-Native Knowledge Graph Automation & AI Agents

🤔 About IT system cartography

Four years ago I spoke about how to cartography an information system with data...which opened me the opportunity to talk about the resulting journey - and benefits - at #NODES22 (see NODES22 dedicated DEV.to series):

🗣️ Our speech about "IT holism" at #nodes22 💡

adriens for opt-nc ・ Dec 5 '22

#neo4j #datascience #datavisualization #github

Then, one year after I saw the rise of GenAI, and as a Neo4J Ninja and a nerdy Open Data Aficionado, I wanted to give it a try on the concrete case of the UNG, the United Nations (Sustainable) Goals... and one more time it offered me the opportunity to talk about that at #NODES23 (see dedicated series on DEV.to):

🇺🇳 Discover a country UN SDGs concerns w/ Open Metadata on Neo4J

adriens ・ Nov 13 '23

#datascience #dataviz #opendata #ai

👉 During this experience I started to see more what genAI could offer to data (data generation, RAG and smart ChatBots), what Agentic could look like...

💡 Ppretty soon I felt the need to see what could happen if I was putting together both approaches :

• Corporate IT System Cartography
• GenAI & Agentic approaches

I submitted my idea to #NODES24 CFP (Call For Paper)... and for the third year in row I had the chance to be part of it!

🪝 #NODES24 28 seconds teaser

🍿 #NODES24 30' session

📑 Short Ideas

During #NODES24 I shared some key points we discovered while building the Agentic approach. I shared some of them as tweets, each one embedding a short (< 1') video.
See below for them:

➿ Use LLM feedbacks for better API designs

🌌 API and Knowledge Graph thoughts experiments

📈 The tremendous impacts of "good" documentation

Comments

[adriens]