Andreas Kollegger
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what they talk about
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where they keep going back
- NODES2 editions2024–2025
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who talks about the same things
- Stephen Chin54 talks
- Jennifer Reif9 talks
- Nyah Macklin6 talks
- Ezequiel Lanza21 talks
- Paco Nathan8 talks
- Prakash Tripathi5 talks
| title | conference | date |
|---|---|---|
| Context Graphs for Explainable, Decision-Aware AI Agents | AI Engineer Europe 2026 | 2026-04-08 |
Claims a concrete five‑stage decision workflow (frame causality and environment, pull global rules and precedent, run risk‑value analysis, act or escalate… | ||
| Live Q&A | NODES 2025 | 2025-11-06 |
Claims that AI is already delivering value while also creating hype and some failed bets. Companies report more than 10 production projects on graphs, driving… | ||
| Live Q&A | NODES 2025 | 2025-11-06 |
Live Q&A lays out concrete claims and product directions: Neo4j pushes a knowledge graph builder workflow that combines LLM-driven extraction with curated… | ||
| Vibing with Data -- Multi-Agent Data Modeling and Constructi... | AI_dev Europe 2025 | 2025-08-28 |
Describes a concrete multi-agent pipeline that takes files to a runnable knowledge graph by iterating: clarify intent, discover relevant CSV/markdown, propose… | ||
| From Planning To Production-Ready RAG | AI_dev Europe 2025 | 2025-08-28 |
Demonstrates a deployable edge RAG stack built from the Open Edge Platform: modular AI libraries and AGI suites (image/video search, robotics), model servers… | ||
| Tutorial: From Planni... | Open Source Summit North America 2025 | 2025-06-23 |
Hands-on steps deploy a production-ready RAG chatbot atop the OPEA blueprints using a provided EKS cluster (workshop studio access ~3 hours). Architecture… | ||
| Top Ten Challenges to Reach AGI | AI Engineer World's Fair 2025 | 2025-06-03 |
A rapid opener lists ten sci-fi memes and maps each to a concrete engineering challenge — short‑term memory to prompt engineering, HAL to transparency and… | ||
| Agentic GraphRAG with MAGMA Manifold Agency with Graph Models and Augmentation | Devworld Conference 2025 | 2025-02-27 |
Claims that treating components as a magma — composable units — makes agents and graphs simple building blocks, and that composing agents generates emergent… | ||
| Fireside Q&A | NODES 2024 | 2024-11-07 |
Claims a new simplified import tool that points at relational databases, generates an editable graph model and imports data, with plans to add GenAI to… | ||
| Fireside Q&A | NODES 2024 | 2024-11-07 |
A live Q&A focuses on what actually moves graph + GenAI projects past pilots: presenters cite surveys showing 70–80% stalled in pilot, blame fuzzy use cases… | ||
| Panel Discussion: Trends in Generative AI | NODES 2024 | 2024-11-07 |
Panelists argue the practical shift from chatting with PDFs to agentic AI that autonomously plans and executes workflows, while multi‑agent systems expose… | ||
| Fireside Q&A | NODES 2024 | 2024-11-07 |
Live Q&A covers product moves and hard numbers: continuous delivery into Aura instead of big releases, engine improvements like parallel runtime and MVCC that… | ||
| Navigating a Full Stack Knowledge Architecture from Database to LLM | DevWorld 2024 | 2024-02-29 |
Claims a reproducible pipeline that turns SEC Edgar 10‑Ks and 13F filings into a layered knowledge graph, using Python + LangChain to chunk text, create vector… | ||
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