Pragmatic Knowledge Graphs with Ashleigh Faith

Our special guest for this episode is Ashleigh Faith, who's been hosting a Knowledge Graph (KG)- focused RUclips channel for nearly half a decade. She shares her unconventional journey, starting from academic search with Machine Learning (ML). She shares hard lessons learned while implementing KGs as a consultant and offers tips and tricks for designing data models and using KGs with large language models (LLMs).
REGISTER FOR #NODES2024: bit.ly/3S3BT4q
Speaker Resources:
Ashliegh Faith's LinkedIn: / ashleighnfaith
Ashleigh's YT Channel: / @ashleighfaith
Tools of the Month:
Ashleigh: Zentity: zentity.io/
Jason: Cypher Co-pilot: bit.ly/3SDQIej
Alison: System www.system.com
Articles:
Turning Your Tabular Data Into a Graph Using Cypher bit.ly/3YDjhfD
Typing the Neo4j Query API bit.ly/3YESO1o
Empowering Open-Source Cyber Threat Intelligence Analysis With Graph Visualization bit.ly/3SH8dua
The Neo4j GenAI Package for Python bit.ly/3MjR1Yh
Integrating unstructed.io with Neo4j AuraDB to Build a Document Knowledge Graph bit.ly/46kMxd6
Creating a Graph of Chemical Reactions bit.ly/4dfpKSx
Introducing Your New Cypher Co-Pilot bit.ly/3SDQIej
Implementing 'From Local to Global' GraphRAG with Neo4j and LangChain: Constructing the Graph bit.ly/4fFjMvW
Graph App Restrictions on Neo4j Desktop 1.6.0 bit.ly/4cfc2hf
GraphRAG in (Almost) Pure Cypher bit.ly/3LYZhMX
Videos:
NODES 2023 playlist • NODES 2023
Events
Events Mentioned:
(Aug 20) Meetup (London, UK) Swifty GenAI - Chatting with Taylor Swift Lyrics www.meetup.com...
(Sept 10) Meetup (San Francisco, CA, USA) AI Tools HackNight at Github lu.ma/ozt7jtq5
(Oct 23-24) Conference (Bengaluru, India) Open Source India www.opensource...
(Nov 7) Conference (virtual) Nodes 2024 bit.ly/3S3BT4q
(Dec 11-13) Conference (London, UK) Connected Data London www.connected-...
Events:
Full Neo4j event list: bit.ly/3Lb1Kn3

[@mohamedkarim-p7j]

Thsnk for sharing

[@victorruiz4662]

This is a great discussion. Ashleigh is such a great storyteller. To get knowledgeable experts, enterprise architects and data scientists to get along, design the graph for interoperability!

[@neo4j]

Absolutely agree! Thank you

[@victorruiz4662]

Surveys are so important to understand what users really need in their professional environment.

[@infraia]

Nice ! Thanks guys

[@victorruiz4662]

Such an important point: "The person using Graph RAG is likely not the same person who understands how the organization works."