Jason Koo, Jennifer Reif, Andreas Kollegger, Alison Cossette
GraphStuff.FM: The Neo4j Graph Database Developer Podcast
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’...
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Jason Koo, Jennifer Reif, Andreas Kollegger, Alison Cossette
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Dernier épisode
1 janv. 2025
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Épisodes
2024 Recap: Favorite highlights! 01.01.2025 49:36
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 ht...
NODES 2024 Recap 01.12.2024 40:01
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...
Catching Bad Guys using Graph Entity Resolution with Paco Nathan 01.11.2024 46:31
Speaker Resources: Neo4j+Senzing Tutorial: https://neo4j.com/developer-blog/entity-resolved-knowledge-graphs/#neo4j When 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-reso...
Graph Visualization and Storytelling with Michela Ledwidge 01.10.2024 50:19
Speaker Resources: Mod: https://mod.studio/rd/grapho/ Michela's NODES 2024 session: https://neo4j.com/nodes2024/agenda/spatial-graph-visualisation-and-storytelling-with-grapho-xr/ NeoDash: https://neo4j.com/labs/neodash/ Tools of the Month: Google Notebook LM: https://notebooklm.google/ HeyGen (AI Digital Avatar): https://www.heygen.com IntelliJ IDEA (IDE for Java development) https://www.jetbrain...
Making Invisible Connections Visible with Tim Eastridge 06.09.2024 37:54
Speaker Resources: Eastridge Analytics: https://www.eastridge-analytics.com/ Graph Data Science with Python and Neo4j book: https://a.co/d/hkfkxPr LinkedIn profile: https://www.linkedin.com/in/timeastridge/ NODES 2024 (look for more info on Tim's talk soon!): https://dev.neo4j.com/nodes24 Neo4j GraphAcademy: https://graphacademy.neo4j.com/ Graph Algorithms for Data Science (Tomaž Bratanic): https:...
Pragmatic Knowledge Graphs with Ashleigh Faith 01.08.2024 52:17
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/develope...
Docker, AI, and More: Catch a Glimpse of the Java Ecosystem with Oleg Šelajev 01.07.2024 45:25
Speaker Resources: Testcontainers https://testcontainers.com/ NODES 2024 https://dev.neo4j.com/nodes24 Tools of the Month: Neo4j Kubernetes documentation https://neo4j.com/docs/operations-manual/current/kubernetes/ ragas framework https://ragas.io/ Haiper.ai https://haiper.ai/home ( Neo4j GenAI Package + DreamStudio.ai) Announcements / News: Neo4j GenAI Ecosystem Tools https://neo4j.com/labs/genai...
Getting the Word out on Knowledge Graphs with Leann Chen 01.06.2024 49:24
Speaker Resources: Diffbot https://www.diffbot.com/ Tomaz Bratanic’s Medium blog: https://bratanic-tomaz.medium.com/ What is DSP/DSPy? https://github.com/stanfordnlp/dspy Tools of the Month: cypher-shell command line tool https://neo4j.com/docs/operations-manual/current/tools/cypher-shell/ Langchain/Diffbot graph transformer https://python.langchain.com/v0.1/docs/integrations/graphs/diffbot/ st-cy...
Net Zero Decarbonization with Henry Bruce and Mike Napper from ExpectAI 01.05.2024 1:07:40
Speaker Resources: ExpectAI: www.expectai.com Tools of the Month: Descript https://www.descript.com/ LLM Graph Builder by Neo4j https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/ LangSmith https://www.langchain.com/langsmith Obsidian https://obsidian.md/ Announcements / News: NODES 2024: Submit Your Talk https://neo4j.com/blog/nodes-by-neo4j/ ISO GQL Standard: Press release: https://neo4j.c...
Providing Better Business Intelligence with Vish Puttagunta 01.04.2024 49:32
Tools of the Month: apoc.create.vRelationship https://neo4j.com/docs/apoc/current/overview/apoc.create/apoc.create.vRelationship/ GenAI Starter Kits for Langchain, LlamaIndex, Spring. AI and Semantic Kernel, covering the most popular orchestration frameworks in Python, Java, and dotnet. https://neo4j.com/labs/genai-ecosystem/ Vish: Vector support in Neo4j https://neo4j.com/docs/cypher-manual/curre...
RAG Databases with Johannes Jolkkonen: When to Choose a Graph Database vs Alternative Vector or Relational Stores 01.03.2024 50:53
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-...
GenAI solutions with LangChain: Lance Martin on LLMs, agents, evals, and more! 01.02.2024 52:04
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...
LlamaIndex and More: Building LLM Tech with Jerry Liu 01.01.2024 43:14
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...
2023 Finale: LLMs and Knowledge Graphs throughout the year 02.12.2023 59:29
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 (upda...
NODES 2023: Behind the Scenes, Highlights, and More! 01.11.2023 50:28
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-vec...
Nodes 2023 Preview with Melly Beechwood 01.10.2023 38:33
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 Forensi...
NODES 2023 Preview With Spring Expert Mark Heckler 06.09.2023 49:29
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: h...
Starting Your Knowledge Graph Journey With Special Guest Dr. Julian Grümmer 02.08.2023 51:18
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-...
What Is Graph Data Science? 28.06.2023 49:02
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...
The Perfect Graph For The Perfect Problem 02.06.2023 59:56
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 update...
May The Graph Be With You 02.05.2023 53:14
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:...
Graph Database Use Cases That Will Blow Your Mind 01.04.2023 44:40
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...
A Buffet of Cypher and ChatGPT Information 01.03.2023 43:48
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-78680a05...
2022 Recap: Highlights From The Neo4j Graph Community 01.02.2023 47:03
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...
Introducing The New GraphAcademy With Adam Cowley & How To Get A Free Neo4j Tshirt 08.10.2021 18:35
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/adam...
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