GraphStuff.FM: The Neo4j Graph Database Developer Podcast

By: Jason Koo Jennifer Reif Andreas Kollegger Alison Cossette
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  • Summary

  • New to networks? Looking into links? Realising the relevance of relationships? Welcome to GraphStuff, your one-stop podcast for all things connected. Join your hosts Jennifer Reif, Andreas Kollegger, Alison Cossette, Jason Koo and guests as they dive into the world of graph databases. They’ll cover everything from how they’re constructed and where they’re used; introductory to advanced topics from modeling data to finished applications, highlighting best practices and showcasing tools and open-source projects. With something new and different each week, don’t forget to subscribe to get a head’s up of what we’ll be covering next.
    2023 Neo4j, Inc
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Episodes
  • 2024 Recap: Favorite highlights!

    2024 Recap: Favorite highlights!
    Jan 1 2025

    Topics:

    • Trends/Events over the year
      • GQL release https://neo4j.com/blog/cypher-gql-world/
      • GraphRAG https://neo4j.com/blog/graphrag-manifesto/
    • Memorable events/experiences
      • NODES 2024, obviously :) https://neo4j.com/nodes2024/agenda/
      • GenAI Graph Gathering
      • AI Eng World Fair
    • Neo4j product releases?
      • New Aura console
      • LLM KG Builder https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/
      • Neo Converse https://neo4j.com/labs/genai-ecosystem/neoconverse/
      • Neo4j Python Rust extension https://github.com/neo4j/neo4j-python-driver-rust-ext
      • Neo4j GraphRAG python library https://github.com/neo4j/neo4j-graphrag-python

    Tools of the Month:

    • Jason: BAML https://github.com/BoundaryML/baml
    • Jennifer: Github actions (v3->v4), Spring AI https://spring.io/projects/spring-ai
    • ABK: Google Notebook LM https://notebooklm.google/
    • Alison: ChatGPT Canvas https://openai.com/index/introducing-canvas/, Anthropic Model Context Protocol https://modelcontextprotocol.io/introduction

    Articles:Get Started With the Neo4j Aura CLI Beta Release

    • Get Started With the Neo4j Aura CLI Beta Release https://neo4j.com/developer-blog/get-started-with-aura-cli-beta/
    • Cypher Gems in Neo4j 5 https://neo4j.com/developer-blog/cypher-gems-in-neo4j-5/
    • LangChain-Neo4j Partner Package: Officially Supported GraphRAG https://neo4j.com/developer-blog/langchain-neo4j-partner-package-graphrag/

    Videos:

    • NODES 2024 playlist https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3
    • Top 5 performing videos:
      • KG Builder App: https://youtube.com/live/NbyxWAC2TLc
      • Importing CSV Data: https://youtube.com/live/2iYTAgXM_ug
      • Mastering GraphRAG: https://youtube.com/live/cbPII1Pam_M
      • Entity Resolution: https://youtube.com/live/GMTY78xqGXQ
      • Personal Knowledge Vault: https://www.youtube.com/watch?v=Q7E97TSmGyI

    Events

    • https://neo4j.com/events/
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    50 mins
  • NODES 2024 Recap

    NODES 2024 Recap
    Dec 1 2024

    Speaker Resources:

    • NODES 2024 YouTube playlist: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3
    • NODES 2024 agenda webpage: https://neo4j.com/nodes2024/agenda/
    • Highlighted sessions:
      • Building a Perfect Supply Chain Chatbot: https://www.youtube.com/watch?v=ksbfgGYQy5M&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=27
      • Fireside Chat 2023 (final): https://www.youtube.com/watch?v=ynTpg5n2PSU&list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&index=91
      • Fireside Chat 2024(final): https://www.youtube.com/watch?v=5AXFLYz6zug&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=6
      • Neo4j and Next.js: A Full-Stack Relationship: https://www.youtube.com/watch?v=G9PUAd_roTk&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=94&pp=iAQB
      • Neo4j GDS for Snowflake: https://www.youtube.com/watch?v=BiTA9OXHM44&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=96&pp=iAQB
      • Demystifying Noe4j With APOC and Java: https://www.youtube.com/watch?v=653ecLaDhA4&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=45&pp=iAQB
    • Matrix/Neo4j references:
      • Apoc (character in movie): https://matrix.fandom.com/wiki/Apoc
        • Switch (character in movie): https://matrix.fandom.com/wiki/Switch
      • APOC (Neo4j utility library): https://neo4j.com/labs/apoc/
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    40 mins
  • Catching Bad Guys using Graph Entity Resolution with Paco Nathan

    Catching Bad Guys using Graph Entity Resolution with Paco Nathan
    Nov 1 2024
    Speaker Resources:Neo4j+Senzing Tutorial: https://neo4j.com/developer-blog/entity-resolved-knowledge-graphs/#neo4jWhen GraphRAG Goes Bad: A Study in Why you Cannot Afford to Ignore Entity Resolution (Dr. Clair Sullivan): https://www.linkedin.com/pulse/when-graphrag-goesbad-study-why-you-cannot-afford-ignore-sullivan-7ymnc/Paco’s NODES 2024 session: https://neo4j.com/nodes2024/agenda/entity-resolved-knowledge-graphs/Graph Power Hour: https://www.youtube.com/playlist?list=PL9-tchmsp1WMnZKYti-tMnt_wyk4nwcbHTomaz Bratanic on GraphReader: https://towardsdatascience.com/implementing-graphreader-with-neo4j-and-langgraph-e4c73826a8b7Tools of the Month:Neo4j GraphRAG Python package: https://pypi.org/project/neo4j-graphrag/Spring Data Neo4j: https://spring.io/projects/spring-data-neo4jEntity Linking based on Entity Resolution tutorial: https://github.com/louisguitton/spacy-lancedb-linkerhttps://github.com/DerwenAI/strwythuraAskNews (build news datasets) https://asknews.app/The Sentry https://atlas.thesentry.org/azerbaijan-aliyev-empire/Announcements / News:Articles:GraphRAG – The Card Game https://neo4j.com/developer-blog/graphrag-card-game/Turn Your CSVs Into Graphs Using LLMs https://neo4j.com/developer-blog/csv-into-graph-using-llm/Detecting Bank Fraud With Neo4j: The Power of Graph Databases https://neo4j.com/developer-blog/detect-bank-fraud-neo4j-graph-database/Cypher Performance Improvements in Neo4j 5 https://neo4j.com/developer-blog/cypher-performance-neo4j-5/New GraphAcademy Course: Building Knowledge Graphs With LLMs https://neo4j.com/developer-blog/new-building-knowledge-graphs-llms/Efficiently Monitor Neo4j and Identify Problematic Queries https://neo4j.com/developer-blog/monitor-and-id-problem-queries/Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEventsAll Neo4j events: https://neo4j.com/events/(Nov 5) Conference (virtual): XtremeJ https://xtremej.dev/2024/schedule/(Nov 7) Conference (virtual): NODES 2024 https://dev.neo4j.com/nodes24(Nov 8) Conference (Austin, TX, USA): MLOps World https://mlopsworld.com/(Nov 12) Conference (Baltimore, MD, USA): ISWC https://iswc2024.semanticweb.org/event/3715c6fc-e2d7-47eb-8c01-5fe4ac589a52/summary(Nov 13) Meetup (Seattle, WA, USA): Puget Sound Programming Python (PuPPY) - Talk night Rover https://www.meetup.com/psppython/events/303896335/?eventOrigin=group_events_list(Nov 14) Meetup (Seattle, WA, USA): AI Workflow Essentials (with Pinecone, Neo4J, Boundary, Union) https://lu.ma/75nv6dd3(Nov 14) Conference (Reston, VA, USA): Senzing User Conference https://senzing.com/senzing-event-calendar/(Nov 18) Meetup (Cleveland, OH, USA): Cleveland Big Data mega-meetup https://www.meetup.com/Cleveland-Hadoop/(Nov 19) Chicago Java User Group (Chicago, IL, USA): https://cjug.org/cjug-meeting-intro/#/(Dec 3) Conference (London, UK): Linkurious Days https://resources.linkurious.com/linkurious-days-london(Dec 10) Meetup (London, UK): ESR meetup in London by Neural Alpha(Dec 11-13) Conference (London, UK): Connected Data London https://2024.connected-data.london/
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    47 mins

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