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GraphStuff.FM: The Neo4j Graph Database Developer Podcast

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Mar 1, 2024 • 51min

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

Speaker Resources:Johannes Jolkkonen: https://www.linkedin.com/in/johannesjolkkonen/Johannes's YouTube channel: https://www.youtube.com/@johannesjolkkonenMar 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.pySpring AI: https://spring.io/projects/spring-aiInstructor (library): https://jxnl.github.io/instructor/Community Projects:Knowledge Graph for Social Science https://youtube.com/live/wBHgTheV08QArticles:Langchain v0.1 - Updating GraphAcademy Neo4j & LLM Courses https://neo4j.com/developer-blog/langchain-graphacademy-llm-courses/A GenAI-Powered Song Finder in Four Lines of Code https://neo4j.com/developer-blog/genai-powered-song-finder/Object Mapping in the Neo4j Driver for .NET https://neo4j.com/developer-blog/object-mapping-neo4j-driver-net/Slow Cypher Statements and How to Fix Them https://neo4j.com/developer-blog/slow-cypher-statements-fix/Using LangChain in Combination with Neo4j to Process YouTube Playlists and Perform Q&A Flow https://medium.com/neo4j/using-langchain-in-combination-with-neo4j-to-process-youtube-playlists-and-perform-q-a-flow-5d245d51a735PyNeoInstance: A User-Friendly Python Library for Neo4j https://neo4j.com/developer-blog/pyneoinstance-python-library-neo4j/Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents:(Mar 5) YouTube Series (virtual): Going Meta Episode 26 https://neo4j.com/event/going-meta-a-series-on-graphs-semantics-and-knowledge-episode-26/(Mar 6) Meetup (virtual): Exploring Graphs and Generative AI: Unlocking New Possibilities https://neo4j.com/event/exploring-graphs-and-generative-ai-unlocking-new-possibilities/(Mar 6) Meetup (virtual): Pass or Play: What Does GenAI Mean for the Java Developer? https://neo4j.com/event/pass-or-play-what-does-genai-mean-for-the-java-developer/(Mar 7) Meetup (Bangkok, Thailand): GraphDB Bangkok meetup w/ GraphQL BKK https://neo4j.com/event/graphdb-bangkok-meetup-w-graphql-bkk/(Mar 8) Conference (virtual): WeAreDevelopers Women In Tech Day https://neo4j.com/event/wearedevelopers-women-in-tech-day/(Mar 10) Conference (Orlando, Florida, USA): Gartner Data & Analytics Summit Orlando https://neo4j.com/event/gartner-data-analytics-summit-orlando/(Mar 11) Training (virtual): Knowledge Graphs & Large Language Models Bootcamp https://neo4j.com/event/knowledge-graphs-large-language-models-bootcamp/2024-03-11/(Mar 11) Workshop (Bengaluru, India): Neo4j and GCP Generative AI Workshop https://neo4j.com/event/neo4j-and-gcp-generative-ai-workshop-bengaluru/(Mar 12) Conference (Brussels, Belgium): AWS Public Sector Symposium https://neo4j.com/event/aws-public-sector-symposium-brussels/(Mar 13) Workshop (San Francisco, CA, USA): Google Gen AI Workshop https://neo4j.com/event/google-gen-ai-workshop-san-francisco/(Mar 13) Conference (Singapore): Singapore Data Innovation Summit 2024 https://neo4j.com/event/data-innovation-summit/(Mar 14) Conference (virtual): Data Next Engineering Summit https://neo4j.com/event/data-next-engineering-summit/(Mar 14) Training (virtual): Intro to Neo4j https://neo4j.com/event/training-series-intro-to-neo4j-2/(Mar 14) Workshop (Mountain View, CA, USA): Google Gen AI Workshop https://neo4j.com/event/google-gen-ai-workshop-mountain-view/(Mar 15) Meetup (Delhi, India): Pythonistas and Graphistas: Navigating the World of Graph Databases with Python https://neo4j.com/event/pythonistas-and-graphistas-navigating-the-world-of-graph-databases-with-python/(Mar 15) Meetup (Bengaluru, India): Graph Genesis: Building Tomorrow’s Insights Today https://neo4j.com/event/graph-genesis-building-tomorrows-insights-today/(Mar 18) Training (virtual): Knowledge Graphs & Large Language Models Bootcamp https://neo4j.com/event/knowledge-graphs-large-language-models-bootcamp/2024-03-18/(Mar 18) Conference (Paris, France): KubeCon 2024 https://neo4j.com/event/kubecon2024/(Mar 18) Workshop (Singapore): Neo4j and GCP Generative AI https://neo4j.com/event/neo4j-and-gcp-generative-ai-workshop-singapore/(Mar 19) Conference (virtual): AI42 Conference https://neo4j.com/event/ai42-conference/(Mar 19) Workshop (virtual): Tame Your Graph with Liquibase for Neo4j https://neo4j.com/event/training-series-tame-your-graph-with-liquibase-for-neo4j/(Mar 20) Meetup (Melbourne, Australia): GraphDB Melbourne March Madness https://neo4j.com/event/graphdb-melbourne-march-madness/(Mar 20) Meetup (London, UK): The Perfect Couple: Uniting Large Language Models and Knowledge Graphs for Enhanced Knowledge Representation https://neo4j.com/event/the-perfect-couple-uniting-large-language-models-and-knowledge-graphs-for-enhanced-knowledge-representation/(Mar 21) Training (virtual): Mastering Neo4j Deployment for High-Performance RAG Applications https://neo4j.com/event/training-series-mastering-neo4j-deployment-for-high-performance-rag-applications/(Mar 21) Meetup (virtual): Neo4j & Haystack: Graph Databases for LLM Applications https://neo4j.com/event/neo4j-haystack-graph-databases-for-llm-applications/(Mar 21) Workshop (Los Angeles, CA, USA): Google Gen AI https://neo4j.com/event/google-gen-ai-workshop-los-angeles/(Mar 26) Meetup (Sydney, Australia): GraphSyd March Meetup: Unraveling Connections https://neo4j.com/event/graphsyd-march-meetup-unraveling-connections/(Mar 26) Conference (Las Vegas, NV, USA): Microsoft Fabric Community Conference https://neo4j.com/event/microsoft-fabric-community-conference/(Mar 26) Workshop (virtual): Large-Scale Geospatial Analytics with Graphs and the PyData Ecosystem https://neo4j.com/event/training-series-large-scale-geospatial-analytics-with-graphs-and-the-pydata-ecosystem/(Mar 27) Meetup: Graphs & Vectors: Navigating the Future with Neo4j and Vector Search https://neo4j.com/event/graphs-vectors-navigating-the-future-with-neo4j-and-vector-search/
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26 snips
Feb 1, 2024 • 52min

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

Expert Lance Martin explores GenAI solutions focusing on LLMs, agents, and evals. Topics include LangChain apps, RAG components, and optimizing retrieval processes. They also discuss tools like Streamlit, Olama, and the importance of Git for collaborative projects.
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22 snips
Jan 1, 2024 • 43min

LlamaIndex and More: Building LLM Tech with Jerry Liu

Jerry Liu, Building LLM Tech, talks about Llama Index's mission in AI innovation challenges, effective communication with systems using Remix framework, tech tools for workflow efficiency, and Neo4j 5.15 updates in the graph community.
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20 snips
Dec 2, 2023 • 59min

2023 Finale: LLMs and Knowledge Graphs throughout the year

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/AWS Bedrock integration: https://neo4j.com/press-releases/neo4j-aws-bedrock-integration/Articles:Rdflib-neo4j: A New Era in RDF Integration for Neo4j https://neo4j.com/developer-blog/rdflib-neo4j-rdf-integration-neo4j/Py2neo is End-of-Life - A Basic Migration Guide https://neo4j.com/developer-blog/py2neo-end-migration-guide/Enforcing Data Quality in Neo4j 5: New Property Type Constraints and Functions https://neo4j.com/developer-blog/data-quality-type-constraints-functions/Analyzing Annual Reports Using LLMs and Graph Technology https://neo4j.com/developer-blog/analyzing-annual-reports-llm-graph/Needle StarterKit: The Ultimate Tool for Accelerating Your Graph App Projects https://neo4j.com/developer-blog/needle-starterkit-tool-accelerate-graph-app/Clustering Graph Data with K-Medoids https://neo4j.com/developer-blog/clustering-graph-data-k-medoids/Videos:NODES 2023 playlist (videos added!) https://www.youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrbHumanitarian AI Meetup with IATI data https://youtu.be/ysBwXTR8390Events:(Dec 5) YouTube series: Going Meta Ep 23 https://neo4j.com/event/going-meta-a-series-on-graphs-semantics-and-knowledge-ep-23/(Dec 5) YouTube series: Discover Neo4j Aura: The Future of Graph Database-as-a-Service Workshop https://neo4j.com/event/discover-neo4j-auradb-workshop-copy/(Dec 5) Training (Atlanta, GA): Neo4j and Google Cloud Generative AI Hands-On Lab https://neo4j.com/event/neo4j-google-cloud-generative-ai-hands-on-lab-2/(Dec 6) Conference (London) https://neo4j.com/event/the-perfect-couple-uniting-large-language-models-and-knowledge-graphs-for-enhanced-knowledge-representation-2/(Dec 6) Conference (Paris): API Days Paris https://neo4j.com/event/api-days-paris/(Dec 6) YouTube series: Neo4j Live: Powering Advanced Streamlit Chatbots with GenAI https://neo4j.com/event/neo4j-live-powering-advanced-streamlit-chatbots-with-genai/(Dec 7) Conference (London): https://neo4j.com/event/the-perfect-couple-uniting-large-language-models-and-knowledge-graphs-for-enhanced-knowledge-representation-3/(Dec 7) Lunch-and-Learn (virtual): Tackling GenAI Challenges with Knowledge Graphs, Graph Data Science, and LLMs https://neo4j.com/event/lunch-and-learn-tackling-genai-challenges-with-knowledge-graphs-graph-data-science-and-llms/(Dec 12) Meetup (Australia): Graph Database Melbourne https://neo4j.com/event/graph-database-melbourne-meetup-dec-edition/(Dec 13) Conference (Chicago, IL): Evanta CDAO Executive Summit https://neo4j.com/event/evanta-cdao-execsummit-chi/(Dec 13) Conference (virtual) (2 offerings for timezones): Connections: Generative AI and Knowledge Graphs https://neo4j.com/event/neo4j-connections-generative-ai-and-knowledge-graphs-unveiling-the-future-of-knowledge-retrieval/(Dec 14) Meetup (Innsbruck, Austria?): Engineering Kiosk Alps Meetup Innsbruck https://neo4j.com/event/engineering-kiosk-alps-meetup-innsbruck/(Dec 14) Meetup (Tampa, FL): AWS re:Invent 2023 Recap Meetup https://neo4j.com/event/aws-reinvent-2023-recap-meetup/
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Nov 1, 2023 • 50min

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

NODES 2023 YouTube playlist: dev.neo4j.com/nodes-2023Tools of the Month:Spring AI: https://docs.spring.io/spring-ai/reference/LangSmith: https://www.langchain.com/langsmithCody AI: https://about.sourcegraph.com/codyCommunity Project(s):AD Miner: https://github.com/Mazars-Tech/AD_MinerProduct 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/planning-and-tuning/runtimes/reference/Change Data Capture (5.13, Enterprise, Beta): https://neo4j.com/docs/cdc/current/GDS:Longest Path: https://neo4j.com/docs/graph-data-science/current/algorithms/dag/longest-path/Topological Sort: https://neo4j.com/docs/graph-data-science/current/algorithms/dag/topological-sort/Articles:GenAI Stack Walkthrough: Behind the Scenes with Neo4j, LangChain, and Ollama in Docker https://neo4j.com/developer-blog/genai-app-how-to-build/GraphQL Development Best Practices https://neo4j.com/developer-blog/graphql-development-best-practices/Enhanced QA Integrating Unstructured and Graph Knowledge Using Neo4j and LangChain https://medium.com/neo4j/enhanced-qa-integrating-unstructured-and-graph-knowledge-using-neo4j-and-langchain-6abf6fc24c27Needle v2 is Here: Rebranding in the Fast Lane https://medium.com/neo4j/needle-v2-is-here-rebranding-in-the-fast-lane-30cd7dae3efbNeo4j DevTools Update: Workspace, MultiDB, Editors https://medium.com/neo4j/neo4j-devtools-update-workspace-multidb-editors-oh-my-f680cd0cd17eSpeed Up Your Queries with Neo4j’s New Parallel Runtime https://neo4j.com/developer-blog/speed-up-queries-neo4j-parallel-runtime/Events:(Nov 1 and 2) Conference (London): The Perfect Couple: Uniting Large Language Models and Knowledge Graphs for Enhanced Knowledge Representation https://neo4j.com/event/the-perfect-couple-uniting-large-language-models-and-knowledge-graphs/(Nov 2) Livestream: Testcontainers with Neo4j https://neo4j.com/event/neo4j-live-testcontainers-with-neo4j/(Nov 8) Hands-on Lab (Munich): Neo4j & Google Cloud Generative AI Hands-on Lab https://neo4j.com/event/neo4j-google-cloud-generative-ai-hands-on-lab/(Nov 8) Conference (Texas, USA): Migrate, Modernize, and Transform Your Databases with Google Cloud https://neo4j.com/event/migrate-modernize-and-transform-your-databases-with-google-cloud/(Nov 9) Conference: GraphTalk Munich: Pharma https://neo4j.com/event/graphtalk-munich-pharma/(Nov 14) Conference (CA, USA): Scale by the Bay https://neo4j.com/event/scale-by-the-bay/(Nov 14) Conference: Neo4j GraphSummit London https://neo4j.com/event/graphsummit-london/(Nov 16) Meetup: Graph Database Sydney https://neo4j.com/event/graph-database-sydney-meetup-nov-edition/(Nov 17) DevFest Singapore: Gen-AI and Graphs with Google Cloud https://neo4j.com/event/graphtalk-devfest-singapore-gen-ai-and-graphs-with-google-cloud/(Nov 17) Meetup (Delhi, India): The Data & Gen-AI Nexus https://neo4j.com/event/the-data-gen-ai-nexus/(Nov 21) GraphSummit Paris https://neo4j.com/event/graphsummit-paris-2/(Nov 23) GraphTalk Barcelona https://neo4j.com/event/graphtalk-barcelona/(Nov 27) AWS re:Invent (Las Vegas) https://neo4j.com/event/aws-reinvent-2/(Nov 27) FIMA Europe (London) https://neo4j.com/event/fima/
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Oct 1, 2023 • 39min

Nodes 2023 Preview with Melly Beechwood

neo4cyclone: https://github.com/javixeneize/neo4cycloneNeomodel: 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.htmlLeverage LLMs for Graph Data Science Pipelines: 4 Steps to Avoid Pitfalls of ChatGPT: https://www.graphable.ai/blog/data-science-pipeline-steps/How To Verify Database Connection From a Spring Boot Application: https://dzone.com/articles/how-to-verify-database-connection-from-a-spring-boLangChain Library Adds Full Support for Neo4j Vector Index: https://neo4j.com/developer-blog/langchain-library-full-support-neo4j-vector-index/Explore OpenAI vector embedding with Neo4j, LangChain, and Wikipedia: https://medium.com/@therobbrennan/explore-openai-vector-embedding-with-neo4j-6ea2a40693d9Exploring the Intersection of Neo4j and Large Language Models: https://medium.com/neo4j/exploring-the-intersection-of-neo4j-and-large-language-models-6fda9ac72ef8Construct Knowledge Graphs From Unstructured Text: https://medium.com/neo4j/construct-knowledge-graphs-from-unstructured-text-877be33300a2Knowledge Graph Construction Demo from raw text using an LLM: https://www.youtube.com/watch?v=Hg4ahTQlBm0Azure OpenAI Neo4j Demo: https://www.youtube.com/watch?v=3PO-erAP6R4Sebastian Dashner - Applications with graph databases (Neo4j & Quarkus): https://www.youtube.com/watch?v=K0RUYdliUW8QCon SF 2023 (Oct 2)GraphTalk Milan (Oct 5)Road to NODES: Neo4j GDS w/ Generative AI (Oct 5)Analyzing the Physical World (Oct 10)GraphSummit Frankfurt (Oct 10)Conference (Pittsburgh, PA): NACIS 2023 Building QGIS Plugins w/ Python (Oct 11)Meetup (virtual/in-person, Austin, TX): Airplane Route Optimization using Neo4j (Oct 11)Conference (Raleigh, NC): ATO 2023 Building Open Source GIS Plugins w/ QGIS, Python, and Neo4j (Oct 15)Conference (Baltimore, MD): FOSS4G Building Open Source GIS Plugins with QGIS, Python, and Neo4j (Oct 23)Conference (Arlington, VA): GraphSummit for Government (Oct 25)Conference (virtual): Nodes 2023 (Oct 25)Conference (Spain): Madrid Tech Show (Oct 30)
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Sep 6, 2023 • 49min

NODES 2023 Preview With Spring Expert Mark Heckler

Spring Boot: Up and Running by Mark Heckler: https://bit.ly/springbootbookNODES 2023: https://neo4j.com/nodes-2023Building an Educational Chatbot for GraphAcademy with Neo4j Using LLMs and Vector Search: https://medium.com/neo4j/building-an-educational-chatbot-for-graphacademy-with-neo4j-f707c4ce311bLivestream: Going Meta Ep 20Build a Chatbot for Clinical Trials across Multiple Data Sources: https://medium.com/star-gazers/build-a-chatbot-for-clinical-trials-across-multiple-data-sources-f121211cec98GraphAcademy course - Introduction to Neo4j and GraphQL: https://graphacademy.neo4j.com/courses/graphql-basicsLondon Data GraphQL (Sep 7)GraphQL Conf (Sep 19)Creating a Custom Connector in Confluent Cloud to Sink Data to Aura for Real-Time Analysis (Part 2): https://neo4j.com/developer-blog/confluent-cloud-neo4j-auradb-connector-2/Build a Movie Database with Neo4j’s Knowledge Graph Sandbox: https://thenewstack.io/build-a-movie-database-with-neo4js-knowledge-graph-sandbox/Knowledge Graph from text using LLM: https://www.youtube.com/watch?v=Hg4ahTQlBm0SDN custom queries/projections: https://www.javacodegeeks.com/2023/08/java-application-with-neo4j-how-to-use-spring-custom-queries-and-projections.htmlNeo4j Live - Movie Recommendations: https://youtube.com/live/wndOSi3i5OYUnderstanding HashGNN in GDS: https://www.youtube.com/watch?v=fccFuyjNEcMGoogle Datacloud Demo: https://www.youtube.com/watch?v=9dAnPoFV80cNeo4j Metadata management of NoSQL sources: https://www.youtube.com/watch?v=ZExin7j8ysERoad to NODES training:Interactive Dashboarding with NeoDash (Sep 20)Graphing Relational Database Models (Sep 27)Meetup (virtual/in-person, Austin, TX): Airplane Route Optimization using Neo4j (Sep 13)Meetup (Singapore): Intersection of Graph Databases and AI (Sep 20)Meetup (Australia): Graph Database Melbourne (Sep 21)Meetup (Australia): Exploring the Intersection of Graph Data Science and AI (Sep 28)Pycon India (Sep 28 - 30): https://in.pycon.org/2023/Conference: PyData Amsterdam (Sep 13)Conference: Big Data London (Sep 19)Conference: Big Data Paris (Sep 25)Conference (Germany): JUG Saxony Day 2023 Dogfooding the Graph Ecosystem (Sep 28)
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Aug 2, 2023 • 51min

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

Dr Julian Grümmer's NODES 2022 talk: https://www.youtube.com/watch?v=7JfXoubUv3QKnowledge 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-guideKnowledge 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 Augmented Generation: https://neo4j.com/developer-blog/fine-tuning-retrieval-augmented-generation/LangChain Cypher Search: Tips & Tricks: https://neo4j.com/developer-blog/langchain-cypher-search-tips-tricks/Hot Algo Summer: New Algorithms in Neo4j Graph Data Science: https://neo4j.com/developer-blog/hot-algo-summer-gds/Time Machine: A look-back at Java Sessions at Nodes: https://neo4j.com/developer-blog/java-sessions-nodes-2022/Building Java Applications with Neo4j: https://www.javacodegeeks.com/2023/07/pouring-coffee-into-the-matrix-building-java-applications-on-neo4j.htmlUsing Spring for GraphQL With Spring Data: https://neo4j.com/developer-blog/spring-graphql-neo4j/Python driver updates: https://github.com/neo4j/neo4j-python-driver/wiki/5.x-changelogNeomodel (community Python OGM) updates: https://github.com/neo4j-contrib/neomodel/releases/tag/5.1.0Mock data generator 0.1.0 released as a Pypi package: https://pypi.org/project/graph-data-generator/neo4j-balena: https://github.com/mpous/neo4j-balenaNeodash updates: https://github.com/neo4j-labs/neodash/releases/tag/2.3.0Exploring Neodash for 197M Chemical Full-Text Graph: https://neo4j.com/developer-blog/exploring-neodash-for-197m-chemical-full-text-graph/How to Implement SSO for your Neo4j Instance: https://neo4j.com/developer-blog/implement-sso-neo4j-auth0/New Sandbox Feature: Single Sign-On: https://neo4j.com/developer-blog/neo4j-sandbox-sso/Entity Resolution in Reagent: https://margin.re/2023/06/entity-resolution-in-reagent/Neo4j GraphQL Toolbox: https://graphql-toolbox.neo4j.io/Updated GraphAcademy Course: Introduction To Neo4j & GraphQL: https://graphacademy.neo4j.com/courses/graphql-basics/Pomodoro App: https://pomofocus.io/Spring Boot: https://spring.io/projects/spring-bootCody.ai by Sourcegraph: https://docs.sourcegraph.com/codyCodiumAI: https://www.codium.ai/Arxiv.org: https://arxiv.org/
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Jun 28, 2023 • 49min

What Is Graph Data Science?

Graph data science and its connection to AI and generative AI. Different access patterns in graph databases and the use of graph algorithms. Relationship between generative AI and graph data science. Introduction to APOC load JSON tool for geospatial functionality. Favorite tools for graph data science. Tools and features of Spring Data Neo4j.
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Jun 2, 2023 • 60min

The Perfect Graph For The Perfect Problem

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/645a4ae711c3Neosemantics: https://github.com/neo4j-labs/neosemanticsWorkspace updates w/ Greg King [Dev Tools Product Manager at Neo4j]: https://www.youtube.com/watch?v=NUuI9NkOfZoCommunity data modeling question (What is the better data model-- creating more nodes, or utilizing more properties?): https://community.neo4j.com/t/what-is-the-better-data-model-creating-more-nodes-or-utilizing-more-properties/62533Mock Data Generator Livecast: https://www.youtube.com/watch?v=zHtJ_qNKA-QIntermediate Cypher & Data Modeling: https://neo4j.com/event/apac-training-series-intermediate-cypher-and-data-modelling/Michael and the Bot: Graph Coding with ChatGPT for Fun and Profit - Exploring Bluesky: https://www.youtube.com/watch?v=6BMCXFii4PoSoftware Dependencies w/ Alex and Michael: https://www.youtube.com/watch?v=QOu5VAsCAoAGraphversations Series (2 new episodes):  https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU-AZJmF70jTVe_6riV9QapGoing META, episodes 15-17: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvX-5QPvwChB-ni_mFF97rCEBioCypher: https://neo4j.com/developer-blog/biocypher-biomedical-knowledge-graphs/NODES is coming (back)!: https://neo4j.com/blog/nodes-2023/Submit a talk to NODES (CFP is still open until June 30th): https://sessionize.com/neo4j-nodes-2023Long form - TED Talks (book) by Chris Anderson: https://www.ted.com/read/ted-talks-the-official-ted-guide-to-public-speakingShort form - Julian Treasure’s TED Talk - How to speak so that people want to listen : https://www.youtube.com/watch?v=eIho2S0ZahI&list=UULPAuUUnT6oDeKwE6v1NGQxug&index=3Nifdi: https://nifdi.app/The Pros & Cons of Native vs Non-Native (Graph Databases) June 7 + 8th: APAC: https://neo4j.com/event/neo4j-finding-the-right-graph-database-the-pros-cons-of-native-vs-non-native-asia-pacific-june-8/EMEA: https://neo4j.com/event/neo4j-finding-the-right-graph-database-the-pros-cons-of-native-vs-non-native-europe-june-8/US:  https://neo4j.com/event/neo4j-finding-the-right-graph-database-the-pros-cons-of-native-vs-non-native-june-8/LLMs and Knowledge Graphs June 13th: https://neo4j.com/event/large-language-models-and-knowledge-graphs/Meetup at our office in Sweden: June 15 https://neo4j.com/event/meetup-neo4j-office-malmo/Mock Data Presentation at Tokyo Meetup June 23: https://neo4j.com/event/how-to-create-interconnected-synthetic-data-meetup-in-tokyo/

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