~/talk

Live Q&A

Talkat NODES 2025 · on Thursday, 2025-11-06· [databases, large-language-models]
links:none on file
slides:none on file

Live Q&A lays out concrete claims and product directions: Neo4j pushes a knowledge graph builder workflow that combines LLM-driven extraction with curated ontologies, recommends language‑specific embedding models (BERT and open‑source alternatives), and reports enterprise customers running more than 10 projects in production on shared knowledge layers. It frames the stack as models + compute + database, argues databases remain the deterministic system of record for state and multi‑agent coordination, and favors schema‑optional yet gradually explicit data models.

AI-written summary · about

  1. 0:00Welcome and introduction
  2. 1:05AI bubble and industry trends
  3. 8:14AI adoption in organizations
  4. 14:36Graph modeling and schema balance
  5. 21:24Multilingual AI and knowledge graphs
  6. 24:35AI engineering and future databases
  7. 28:27State management in AI systems
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.