Pragmatic Knowledge Graphs with Ashleigh Faith
This episode our special guest is Ashleigh Faith, who's been hosting a Knowledge Graph (KG) focused Youtube 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 desiging data models and using KGs with Large Language Models (LLMs). To close out, we'll cover our favorite tools of the month and highlight events we're planning on attending in the near future.
GraphStuff.FM: The Neo4j Graph Database Developer Podcast · Andreas Kollegger, Alison Cossette, Ashleigh Faith, Jason Koo
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Show Notes
Speaker Resources:
- Ashleigh’s YT Channel: https://www.youtube.com/@AshleighFaith
Tools of the Month:
- Abk: Any Airline using Windows 3.1 😆
- Ashleigh: Zentity: https://zentity.io/
- Jason: Cypher Co-pilot: https://neo4j.com/developer-blog/cypher-co-pilot/
- Alison: System https://www.system.com
Announcements / News:
- Articles:
- Turning Your Tabular Data Into a Graph Using Cypher https://neo4j.com/developer-blog/scoobygraph-1/
- Typing the Neo4j Query API https://neo4j.com/developer-blog/neo4j-query-api/
- Empowering Open-Source Cyber Threat Intelligence Analysis With Graph Visualization https://neo4j.com/developer-blog/cyber-threat-intelligence-analysis/
- The Neo4j GenAI Package for Python https://neo4j.com/developer-blog/neo4j-genai-package-python/
- Integrating unstructed.io with Neo4j AuraDB to Build a Document Knowledge Graph https://neo4j.com/developer-blog/document-knowledge-graph-unstructuredio/
- Creating a Graph of Chemical Reactions https://neo4j.com/developer-blog/chemical-reactions-graph/
- Introducing Your New Cypher Co-Pilot https://neo4j.com/developer-blog/cypher-co-pilot/
- Implementing 'From Local to Gloabl' GraphRAG with Neo4j and LangChain: Constructing the Graph https://neo4j.com/developer-blog/global-graphrag-neo4j-langchain/
- Graph App Restrictions on Neo4j Descktop 1.6.0 https://neo4j.com/developer-blog/neo4j-desktop-graph-app-restrictions/
- GraphRAG in (Almost) Pure Cypher https://neo4j.com/developer-blog/graphrag-pure-cypher/
- Videos:
- Events
- (Aug 6) Livestream (virtual) Graph-Powered Code Debugging with GenAI https://www.youtube.com/live/o2eQ6GBecgg
- (Aug 7) Workshop (Melbourne, Australia) https://go.neo4j.com/LE240808Neo4jandGCPGenerativeAIWorkshop-Melbourne_Registration.html
- (Aug 14) Webinar (virtual) How a Property Graph Database Accelerates GenAI App Development https://go.neo4j.com/WBR-240815--Graph-Data-Model_Registration.html
- (Aug 15) Webinar (virtual) How a Property Graph Database Accelerates GenAI App Development https://go.neo4j.com/WBR-240815-Graph-Data-Model-EMEA_Registration.html
- (Aug 15) Conference (São Paulo, Brazil) AWS Summit https://neo4j.com/event/aws-summit-sao-paulo/
- (Aug 15) Meetup (Sunnyvale, California, USA) Build and Deploy GenAI RAG Applications and AI Agents using Google Cloud https://lu.ma/6cdht2un
- (Aug 20) Meetup (London, UK) Swifty GenAI - Chatting with Taylor Swift Lyrics https://www.meetup.com/graphdb-uk/events/302055475/
- (Aug 21) Conference (Canberra, Australia) Government GraphTalk https://go.neo4j.com/LE240822GovernmentGraphTalkCanberra_Registration.html
- (Aug 22) Workshop (Bengaluru, India) Neo4j and GCP Generative AI https://go.neo4j.com/LE240823Neo4jandGCPGenerativeAIWorkshop-BLR_Registration.html
- (Aug 26) Webinar (virtual) Explainable AI with Knowledge Graphs and RAG - Asia Pacific https://go.neo4j.com/WBR-240827--Neo4j-Graph-Rag---Asia-Pacific_Registration.html
- (Aug 27) Webinar (virtual) Explainable AI with Knowledge Graphs and RAG - Europe https://go.neo4j.com/WBR-240827-Neo4j-Graph-Rag-EMEA_Registration.html
- (Aug 27) Webinar (virtual) Explainable AI with Knowledge Graphs and RAG https://go.neo4j.com/WBR-240827-Neo4j-Graph-Rag_Registration.html
- (Aug 27) Meetup (Washington, DC, USA) LLMs, Vectors, Graph Databases and RAG in the Cloud https://lu.ma/mctijpjm
- (Sept 10) Meetup (San Francisco, CA, USA) AI Tools HackNight at Github https://lu.ma/ozt7jtq5
- (Oct 23-24) Conference (Bengaluru, India) Open Source India https://www.opensourceindia.in/
- (Nov 7) Conference (virtual) Nodes 2024 https://neo4j.registration.goldcast.io/events/03805ea9-fe3a-4cac-8c15-aa622666531a
- (Dec 11-13) Conference (London, UK) Connected Data London https://www.connected-data.london/