GraphStuff.FM: The Neo4j Graph Database Developer Podcast artwork

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

26 episodes - English - Latest episode: about 2 months ago - ★★★★★ - 8 ratings

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.

Technology cloud data science database graph database graphql javascript neo4j software development
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Episodes

RAG Databases with Johannes Jolkkonen: When to Choose a Graph Database vs Alternative Vector or Relational Stores

March 01, 2024 16:00 - 50 minutes - 46.6 MB

Speaker Resources: Johannes Jolkkonen: https://www.linkedin.com/in/johannesjolkkonen/ Johannes's YouTube channel: https://www.youtube.com/@johannesjolkkonen Mar 12 Neo4j Live session: https://www.meetup.com/neo4j-online-meetup/events/299526466/ Tools of the Month: PDF-bot chunker (GenAI stack): https://github.com/docker/genai-stack/blob/main/pdf_bot.py Spring AI: https://spring.io/projects/spring-ai Instructor (library): https://jxnl.github.io/instructor/ Community Projects: Knowled...

GenAI solutions with LangChain: Lance Martin on LLMs, agents, evals, and more!

February 01, 2024 08:00 - 52 minutes - 47.7 MB

Tools of the Month: Streamlit https://streamlit.io/ Ollama https://ollama.ai/ Git https://git-scm.com/ Speaker Resources: LLMs as kernel of a new kind of OS https://twitter.com/karpathy/status/1707437820045062561?s=20 LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353 Components of RAG https://docs.google.com/presentation...

LlamaIndex and More: Building LLM Tech with Jerry Liu

January 01, 2024 08:00 - 43 minutes - 39.6 MB

Tools of the Month: Remix for data-driven websites https://remix.run/ HTTPie: https://httpie.io/cli Pypeteer https://github.com/pyppeteer/pyppeteer Rectangle https://rectangleapp.com/ Fireflies.ai https://fireflies.ai/ Video Speed Controller https://chromewebstore.google.com/detail/video-speed-controller/gioehmkjkeamcinbdelehlpnpdcdjpdp?pli=1 Product updates: Neo4j release (5.15) https://neo4j.com/release-notes/database/neo4j-5/ Neo4j Driver updates APOC Core https://github.com/ne...

2023 Finale: LLMs and Knowledge Graphs throughout the year

December 02, 2023 03:00 - 59 minutes - 54.7 MB

Tools of the month: APOC OpenAI procedures: https://neo4j.com/labs/apoc/5/ml/openai/ Warp terminal: https://www.warp.dev/ Ollama for running LLMs: https://ollama.ai/ Graphacademy courses: LLM Fundamentals: https://graphacademy.neo4j.com/courses/llm-fundamentals/ Build a Neo4j-backed Chatbot using Python: https://graphacademy.neo4j.com/courses/llm-chatbot-python/ Importing CSV data into Neo4j (updated!): https://graphacademy.neo4j.com/courses/importing-cypher/ Product updates: Neo4j...

NODES 2023: Behind the Scenes, Highlights, and More!

November 01, 2023 14:30 - 50 minutes - 46.2 MB

NODES 2023 YouTube playlist: dev.neo4j.com/nodes-2023 Tools of the Month: Spring AI: https://docs.spring.io/spring-ai/reference/ LangSmith: https://www.langchain.com/langsmith Cody AI: https://about.sourcegraph.com/cody Community Project(s): AD Miner: https://github.com/Mazars-Tech/AD_Miner Product Updates: Vector Search Index (5.13 GA): https://neo4j.com/docs/cypher-manual/current/indexes-for-vector-search/ Parallel Runtime (5.13): https://neo4j.com/docs/cypher-manual/current/plan...

Nodes 2023 Preview with Melly Beechwood

October 01, 2023 07:05 - 38 minutes - 35.3 MB

neo4cyclone: https://github.com/javixeneize/neo4cyclone Neomodel: Python OGM for Neo4j Extends Version Support and Moves to Neo4j Labs: https://neo4j.com/developer-blog/neomodel-python-ogm-neo4j-labs/ Getting From Denmark Hill to Gatwick Airport With Quantified Path Patterns: https://neo4j.com/developer-blog/denmark-hill-to-gatwick-airport-quantified-path-patterns/ Graphs for DFIR (Digital Forensics and Incident Response): A Roadmap:  http://www.ds4n6.io/blog/23050801.html Leverage LLMs...

NODES 2023 Preview With Spring Expert Mark Heckler

September 06, 2023 07:05 - 49 minutes - 45.3 MB

Spring Boot: Up and Running by Mark Heckler: https://bit.ly/springbootbook NODES 2023: https://neo4j.com/nodes-2023 Building an Educational Chatbot for GraphAcademy with Neo4j Using LLMs and Vector Search: https://medium.com/neo4j/building-an-educational-chatbot-for-graphacademy-with-neo4j-f707c4ce311b Livestream: Going Meta Ep 20 Build a Chatbot for Clinical Trials across Multiple Data Sources: https://medium.com/star-gazers/build-a-chatbot-for-clinical-trials-across-multiple-data-sour...

Starting Your Knowledge Graph Journey With Special Guest Dr. Julian Grümmer

August 02, 2023 00:27 - 51 minutes - 47 MB

Dr Julian Grümmer's NODES 2022 talk: https://www.youtube.com/watch?v=7JfXoubUv3Q Knowledge Graph 101: What Is It, How it Works, & Why It Matters: https://neo4j.com/blog/what-is-knowledge-graph/ Building Knowledge Graphs: A Practitioner's Guide: https://neo4j.com/knowledge-graphs-practitioners-guide Knowledge Graphs & LLMs: Multi-Hop Question & Answering: https://neo4j.com/developer-blog/knowledge-graphs-llms-multi-hop-question-answering/ Knowledge Graphs & LLMs: Fine Tuning vs Retrieval...

What Is Graph Data Science?

June 28, 2023 16:11 - 49 minutes - 44.9 MB

Neo4j Graph Data Science: https://neo4j.com/docs/graph-data-science/current/introduction/ Use Graphs For Smarter AI With Neo4j and Google Cloud VertexAI: https://cloud.google.com/blog/products/ai-machine-learning/analyze-graph-data-on-google-cloud-with-neo4j-and-vertex-ai Harnessing LLMs with Neo4j: https://neo4j.com/developer-blog/harness-large-language-models-neo4j/ Knowledge Graphs & LLMs: Fine-Tuning Vs. Retrieval-Augmented Generation:  https://medium.com/neo4j/knowledge-graphs-llms-...

The Perfect Graph For The Perfect Problem

June 02, 2023 20:12 - 59 minutes - 54.9 MB

What's New In ArcGIS Knowledge: https://www.esri.com/arcgis-blog/products/arcgis-knowledge/announcements/whats-new-arcgis-knowledge-23q2/ StepZen + Neo4j GraphQL: https://neo4j.com/developer-blog/api-development-neo4j-graphql-stepzen/ Improving a node.js GraphQL server performance: https://medium.com/@angrykoala/645a4ae711c3 Neosemantics: https://github.com/neo4j-labs/neosemantics Workspace updates w/ Greg King [Dev Tools Product Manager at Neo4j]: https://www.youtube.com/watch?v=NUuI9N...

May The Graph Be With You

May 02, 2023 04:55 - 53 minutes - 48.7 MB

Submit your audio question for the GraphStuff.FM podcast: https://www.speakpipe.com/GraphStuff The F#orce Awakens (video) https://www.youtube.com/watch?v=EI8a6hFFRGQ Star Wars social networks: the force awakens (blog post): http://evelinag.com/blog/2016/01-25-social-network-force-awakens/ JT’s Star Wars video from last year: https://www.youtube.com/watch?v=fdPWH4P4V5A Arrows-to-Data-Importer app:  https://dev.neo4j.com/arrows-to-data-importer Graph Aware GPT4: https://neo4j.com/develope...

Graph Database Use Cases That Will Blow Your Mind

April 01, 2023 08:00 - 44 minutes - 40.9 MB

Call for Community Speakers: https://dev.neo4j.com/submit-your-talk Neo4j User Survey: https://docs.google.com/forms/d/e/1FAIpQLSeDbYReEL8JXtlNKsBodtAUnlkuGsAdWJLAQornvxWihembMQ/viewform Data Importer File Filter: https://neo4j.com/developer-blog/neo4j-data-importer-introducing-file-filtering/ Bloom Slicer: https://neo4j.com/docs/bloom-user-guide/current/bloom-tutorial/slicer/ Experimental Client APIs: https://medium.com/neo4j/a-new-steer-for-the-neo4j-drivers-ed3de051209e Additional 5...

A Buffet of Cypher and ChatGPT Information

March 01, 2023 22:23 - 43 minutes - 40.1 MB

OpenCypher: http://opencypher.org/ ChatGPT: https://openai.com/blog/chatgpt Introduction To Cypher: https://neo4j.com/docs/getting-started/current/cypher-intro/ Create Neo4j Database Model with ChatGPT: https://neo4j.com/developer-blog/create-neo4j-database-model-with-chatgpt/ Use ChatGPT to Query Your Neo4j Database: https://towardsdatascience.com/use-chatgpt-to-query-your-neo4j-database-78680a05ec2#d083-cf615c9d7f04 Maximising Efficiency: The Power of ChatGPT and Neo4j for Creating a...

2022 Recap: Highlights From The Neo4j Graph Community

February 01, 2023 21:22 - 47 minutes - 43.1 MB

Neo4j in 100 seconds by Fireship:  https://www.youtube.com/watch?v=T6L9EoBy8Zk Under the Hood Series w/ Chris Gioran: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvWn1M0HMOta_9YpN930Ai8R Nodes 2022 Keynote w/ Nicholas Christakis: https://www.youtube.com/watch?v=hCMv4UJo--4 How to get all connected nodes and relationships of a particular node: https://community.neo4j.com/t5/neo4j-graph-platform/how-to-get-all-the-connected-nodes-and-relationship-of-a/td-p/28464 Gartner Magic Quadrant...

Introducing The New GraphAcademy With Adam Cowley & How To Get A Free Neo4j Tshirt

October 08, 2021 14:57 - 18 minutes - 17 MB

Try the new GraphAcademy today: https://graphacademy.neo4j.com/ Introducing the New GraphAcademy blog post: https://medium.com/neo4j/introducing-the-new-graphacademy-45b0df491a23 Adam's "Improving the Neo4j Developer Experience with Neo4j" talk at NODES 2021: https://www.youtube.com/watch?v=D4dTBzZ4uC8&list=PL9Hl4pk2FsvXfH-q5aghB2g7AlIztqoaf&index=3 Follow Adam on Twitter: https://twitter.com/adamcowley Limited Edition T-shirt Offer Complete the Neo4j Fundamentals and Cypher Fundamenta...

Finding Data For Your Graph Adventures With Neo4j

October 05, 2021 14:49 - 38 minutes - 35.7 MB

Neo4j Sandbox: https://neo4j.com/sandbox/ OpenStreetMap Neo4j Sandbox: https://sandbox.neo4j.com/?usecase=openstreetmap Neo4j Graph Examples: https://github.com/neo4j-graph-examples Google dataset search: https://datasetsearch.research.google.com/ Meetup API: https://www.meetup.com/meetup_api/ Working with the Meetup API & Neo4j: https://github.com/moxious/meetup-dataset NYTimes API: https://developer.nytimes.com/ Working with NYTimes data in Neo4j: https://github.com/johnymontana/ne...

What's New In Neo4j? Neo4j 4.3 Release, Neo4j Aura Free Tier, Machine Learning With Graph Data Science, The Trillion Relationship Graph & More!

July 07, 2021 15:33 - 31 minutes - 29.1 MB

NODES 2021 Keynote video: https://www.youtube.com/watch?v=4ZCs83_iHU8 Neo4j 4.3 blog post: https://neo4j.com/blog/introducing-neo4j-4-3-the-fastest-path-to-graph-productivity/ What New in Neo4j 4.3 video: https://www.youtube.com/watch?v=9klz_c7MPJ4 Neo4j 4.3 release notes: https://neo4j.com/release-notes/neo4j-4-3-0/ Neo4j 4.3 Blog Series: Relationship Indexes: https://neo4j.com/developer-blog/neo4j-4-3-blog-series-relationship-indexes/ Neo4j Raises The Largest Funding Round In Databas...

Extending The Reach of Graphs With Neo4j Connectors for Apache Kafka, Business Intelligence, GraphQL, and Apache Spark

June 30, 2021 14:37 - 49 minutes - 45.7 MB

Neo4j Connectors page: neo4j.com/product/connectors Neo4j Connector for Apacha Kafka: neo4j.com/labs/kafka/ Neo4j Connector for Business Intelligence: neo4j.com/bi-connector/ Neo4j Connector for Apache Spark: neo4j.com/product/connectors/apache-spark-connector The Neo4j GraphQL library: neo4j.com/product/graphql-library/ Using Retool with Neo4j GraphQL: neo4j.com/developer-blog/create-your-own-dashboard-using-retool-with-neo4j/ Follow David Allen on Twitter: twitter.com/mdavidallen

Compliance Services In Gaming: The Path To NODES 2021 With Arthur Namias de Crasto

June 15, 2021 11:05 - 24 minutes - 22.6 MB

Full agenda and free registration for the NODES 2021 online conference here: https://dev.neo4j.com/nodes

Modeling Physical Systems Using Graphs: The Path To NODES 2021 With Mike Morley and Peter Tunkis

June 10, 2021 15:45 - 24 minutes - 22.7 MB

Full agenda and free registration for the NODES 2021 online conference here: https://dev.neo4j.com/nodes

The Path To NODES 2021 With David Bender - Introduction to FastGraph: Building Great, Simple APIs for your Neo4j Projects

June 09, 2021 07:05 - 18 minutes - 16.5 MB

Register for NODES 2021 here: https://dev.neo4j.com/nodes David's FastGraph project on GitHub: https://github.com/dudikbender/fast-graph

The Path To NODES 2021 With Tomaž Bratanič - From Text to a Knowledge Graph: The Information Extraction Pipeline

June 04, 2021 00:32 - 21 minutes - 19.9 MB

Register for NODES 2021 here: https://dev.neo4j.com/nodes Follow Tomaz on Twitter: https://twitter.com/tb_tomaz

Will It Graph? Identifying A Good Fit For Graph Databases

April 13, 2021 07:05 - 41 minutes - 19.1 MB

Get started with Neo4j Sandbox:  https://neo4j.com/sandbox/ Join the graph community April 15th at Global Graph Celebration Day: https://globalgraphcelebrationday.com/ Register for the Neo4j Online Developer Expo & Summit (NODES): https://neo4j.com/nodes-2021/ Chat with the Neo4j community on Discord: https://discord.gg/neo4j 00:00 - 02:12 Introduction 02:12 - 09:38 Comparing Graph Native & RDBMS 09:38 - 29:50 What are good and poor fits for graph native? 29:50 - 41:08 Graph native a...

Overview Of The Neo4j Graph Data Platform

April 06, 2021 19:28 - 49 minutes - 47.1 MB

Neo4j Graph Data Platform developer guide: https://neo4j.com/developer/graph-platform/ Download Neo4j Desktop: https://neo4j.com/download/ Neo4j Aura: https://neo4j.com/cloud/aura/ Neo4j Aura free tier: https://neo4j.com/cloud/aura/free/ Graph App gallery: https://install.graphapp.io/ Documentation for building graph apps: https://neo4j.com/developer/graph-apps/building-a-graph-app/ Neo4j Language drivers: https://neo4j.com/developer/language-guides/ Neo4j GraphQL: https://neo4j.com/...

Navigating A Technical Conference Talk From Submission To Delivery

March 16, 2021 23:23 - 1 hour - 56.3 MB

Share your graph story at NODES 2021: https://www.papercall.io/nodes-2021​ Register for NODES 2021 & view previous year's videos: https://neo4j.com/nodes-2021/ Subscribe to the GraphStuff.FM podcast: https://graphstuff.fm/​ Follow Lju on Twitter: @ElLazal​ Follow Will on Twitter: @lyonwj

Introducing GraphStuff.FM

March 09, 2021 08:00 - 52 seconds - 799 KB

Meet your hosts, Lju and Will as we preview a few of the topics coming up next on GraphStuff.FM

Twitter Mentions

@lyonwj 1 Episode
@tb_tomaz 1 Episode
@adamcowley 1 Episode
@mdavidallen 1 Episode
@karpathy 1 Episode
@ellazal 1 Episode