DiscoverGraphStuff.FM: The Neo4j Graph Database Developer Podcast
GraphStuff.FM: The Neo4j Graph Database Developer Podcast
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GraphStuff.FM: The Neo4j Graph Database Developer Podcast

Author: William Lyon, Jason Koo

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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.
29 Episodes
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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/dspyTools 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-cytoscape https://github.com/vivien000/st-cytoscapeAnnouncements / News:NODES 2024 CfP resources:GraphStuff episode https://graphstuff.fm/episodes/navigating-a-technical-conference-talk-from-submission-to-deliveryNODES submission tips: https://neo4j.com/blog/nodes-talk-submission-tips/How to Submit a Technical Presentation https://jmhreif.com/blog/nodes-2024-cfp/Articles:Topic Extraction with Neo4j GDS for Better Semantic Search in RAG applications https://neo4j.com/developer-blog/topic-extraction-semantic-search-rag/Using LlamaParse to Create Knowledge Graphs from Documents https://neo4j.com/developer-blog/llamaparse-knowledge-graph-documents/Going Meta: Wrapping Up GraphRAG, Vectors, and Knowledge Graphs https://neo4j.com/developer-blog/going-meta-knowledge-graph-rag-vector/Unveiling the Mahabharata’s Web: Analyzing Epic Relationships with Neo4j Graph Database (Part 1) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-1/Bringing the Mahabharata Epic to Life: A Neo4j-Powered Chatbot with Google Gemini (Part 2) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-2/Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents:(Jun 4) Meetup (virtual): Tuesday Tech Talks: Graph Based RAG w/ Demo https://lu.ma/tys2a4zt?tk=ax2gtz(Jun 4) Workshop (virtual): Discover Neo4j Aura: The Future of Graph Database-as-a-Service https://go.neo4j.com/DE-240604-Discover-Aura-Workshop_Registration.html(Jun 5) Conference (Paris, France): GraphSummit Paris https://neo4j.com/graphsummit/paris24/(Jun 5) Workshop (Sydney, Australia): Neo4j and GCP Generative AI Workshop https://go.neo4j.com/LE240606Neo4jandGCPGenerativeAIWorkshop-Sydney_Registration.html(Jun 7) Conference (Athens, Greece): Generative AI for Front-end Developers https://athens.cityjsconf.org/talk/3b9XHj1HBahP8KJ13uWVui(Jun 10) Conference (San Francisco, California, USA): Data & AI Summit https://neo4j.com/event/data-ai-summit-2/(Jun 11) Meetup (San Francisco, California, USA): HackNight at GitHub with Graphs and Vectors https://www.meetup.com/graphdb-sf/events/301026060/?isFirstPublish=true(Jun 10) Workshop (Jakarta, Indonesia): Neo4j and GCP Generative AI Workshop https://go.neo4j.com/LE240423Neo4jandGCPGenerativeAIWorkshopJakarta_Registration.html(Jun 11) Conference (Oslo, Norway): NDC Oslo - Beyond Vectors: Evolving GenAI through Transformative Tools and Methods https://ndcoslo.com/agenda/beyond-vectors-evolving-genai-through-transformative-tools-and-methods-0x1u/011ha54g6jp(Jun 12) Conference (Munich, Germany): GraphTalk: Pharma https://go.neo4j.com/LE240612GraphTalkPharmaMunich_Registration.html(Jun 12) Conference (Frankfurt, Germany): Google Summit https://cloudonair.withgoogle.com/events/summit-mitte-2024(Jun 12) Livestream (virtual+München, Germany): LifeScience Hybrid Event 2024 https://go.neo4j.com/LE240612LifeScienceWorkshop2024_01Registration.html(Jun 12) Meetup (Brisbane, Australia): Graph Database Brisbane https://www.meetup.com/graph-database-brisbane/events/300367474/?isFirstPublish=true(Jun 12) Meetup (San Francisco, California, USA): Introduction to RAG https://lu.ma/u4uhtfqz(Jun 18) Meetup (London, UK): ISO GQL - The ISO Standard for Graph Has Arrived https://www.meetup.com/graphdb-uk/events/300712991/(Jun 20) Meetup (Stuttgart, Germany): Uniting Large Language Models and Knowledge Graphs https://neo4j.com/event/genai-breakfast-session-stuttgart-uniting-large-language-models-and-knowledge-graphs/(Jun 20) Meetup (Reston, Virginia, USA): LLMs, Vectors, Graph Databases and RAG in the Cloud https://lu.ma/mctijpjm(Jun 25) Conference (San Francisco, California, USA): AI Engineer World’s Fair https://www.ai.engineer/worldsfair(Jun 26) Conference (virtual): Neo4j Connections GenAI https://neo4j.com/connections/go-from-genai-pilot-to-production-faster-with-a-knowledge-graph-june-26/(Jun 27) Conference (Kansas City, Missouri, USA): KCDC 2024 https://www.kcdc.info/(Jun 26) Conference (virtual): Neo4j Connections GenAI (Asia Pacific) https://neo4j.com/connections/go-from-genai-pilot-to-production-faster-with-a-knowledge-graph-asia-pacific-june-27/
Speaker Resources:ExpectAI: www.expectai.comTools 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/langsmithObsidian https://obsidian.md/Announcements / News:NODES 2024: Submit Your Talk https://neo4j.com/blog/nodes-by-neo4j/ISO GQL Standard:Press release: https://neo4j.com/press-releases/gql-standard/Blog post: https://neo4j.com/blog/gql-international-standard/Blog post: https://neo4j.com/blog/cypher-path-gql/Articles:Enhancing RAG with Neo4j Cypher and Vector Templates Using LangChain Agents https://neo4j.com/developer-blog/rag-cypher-vector-templates-langchain-agent/Graph Data Models for RAG Applications https://neo4j.com/developer-blog/graph-data-models-rag-applications/Maximizing Your Neo4j Project’s Potential: An In-depth Guide to Solution Assessment https://neo4j.com/developer-blog/neo4j-project-solution-assessment-guide/LangChain Library Adds Full Support for Neo4j Vector Index https://neo4j.com/developer-blog/langchain-library-full-support-neo4j-vector-index/Constructing Knowledge Graphs From Unstructured Text Using LLMs https://neo4j.com/developer-blog/construct-knowledge-graphs-unstructured-text/Entity Resolved Knowledge Graphs: A Tutorial https://neo4j.com/developer-blog/entity-resolved-knowledge-graphs/The Future of Knowledge Graph: Will Structured and Semantic Search Become One? https://neo4j.com/developer-blog/knowledge-graph-structured-semantic-search/Building RAG Applications With the Neo4j GenAI Stack: A Comprehensive Guide https://neo4j.com/developer-blog/rag-genai-stack-guide/Adding Retrieval-Augmented Generation (RAG) to Your GraphQL API https://neo4j.com/developer-blog/rag-graphql-api/Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents:(May 1) Fireside chat (virtual): Advanced RAG Techniques with Graph Databases for LLMs https://www.eventbrite.com/e/advanced-rag-techniques-with-graph-databases-for-llms-jason-koo-neo4j-tickets-878275013207(May 2) Hands-On Lab (Herndon, VA, USA): AWS and Neo4j Generative AI https://go.neo4j.com/LE-240502-AWS-GenAI-Workshop-Herndon_Registration.html(May 2) YT series (virtual): Knowledge Graph Builder App https://youtube.com/live/NbyxWAC2TLc(May 5) Conference (New York City, NY, USA): The Knowledge Graph Conference https://go.neo4j.com/TS-240506-The-Knowledge-Graph-Conference_Registration-Page.html(May 6) Conference (Singapore): AWS Summit 2024 https://neo4j.com/event/aws-summit-2024-singapore/(May 7) Meetup (virtual): Knowledge Graph-Based Chatbot https://www.meetup.com/nycneo4j/events/299160585/(May 7) Conference (virtual): WeAreDevelopers - Security Day https://www.wearedevelopers.com/event/security-day-may-2024(May 8) Webinar (virtual): Unveiling the Power of Knowledge Graphs and AWS Bedrock in Advancing Generative AI https://go.neo4j.com/WBR240508AWSBedrock_Registration.html(May 8) Meetup (Sydney, Australia): Graph Database Sydney Meetup https://www.meetup.com/graphdb-sydney/events/300446306/?isFirstPublish=true(May 9) Webinar (virtual): Building Powerful Fraud Detection Applications with Neo4j https://go.neo4j.com/WBR-240509-Fraud-Detection_Registration.html(May 11) Meetup (Bangalore, India): GenAI Meetup: Deep diving into RAG & Multi agent framework https://www.meetup.com/graph-database-bengaluru/events/300324064/?isFirstPublish=true(May 12) Conference (London, UK): Gartner Data & Analytics Summit https://www.gartner.com/en/conferences/emea/data-analytics-uk(May 13) Conference (Milan, Italy): GraphSummit Milan https://neo4j.com/graphsummit/milan24/(May 14) Hands-On Lab (Santa Monica, CA, USA): GenAI Hands-On Lab with AWS & Deloitte https://go.neo4j.com/LE-240514-AWS-Bedrock-Workshop-Santa-Monica_Registration.html(May 14) Conference (Kraków, Poland): Geecon 2024 https://2024.geecon.org/speakers/info.html?id=900(May 14) Conference (Bengaluru, India): AWS Summit https://neo4j.com/event/aws-summit-2024-bengaluru/(May 15) Conference (Berlin, Germany): AWS Summit Berlin https://pages.awscloud.com/aws-summit-berlin-2024-registration.html?Languages=German(May 15) Conference (Sydney, Australia): Google Cloud Summit https://neo4j.com/event/google-cloud-summit-sydney/(May 15) Hands-On Lab (Palo Alto, CA, USA): GenAI Hands-On Lab with AWS & Deloitte https://go.neo4j.com/LE-240507-AWS-Bedrock-Workshop-Palo-Alto_Registration.html(May 15) Meetup (Dresden, Germany): Dresdner Datenbankforum Graph Data Science with Neo4j https://www.dresdner-datenbankforum.de/anstehende-vortr%C3%A4ge#h.y2x2aesouh7p(May 15) Meetup (Mainz, Germany): Neo4j for Java Developers https://www.meetup.com/jug-mainz/events/299232685(May 16) Hands-on Lab (San Francisco, CA, USA): GenAI Hands-on Lab with AWS and Deloitte https://go.neo4j.com/LE-----240509-Neo4j-Deloitte--AWS-Generative-AI-Workshop_Registration.html(May 20) Conference (Stockholm, Sweden): GraphSummit Stockholm https://neo4j.com/graphsummit/stockholm24/(May 21) Hands-on Lab (Chicago, IL, USA): GenAI Hands-On Lab with AWS & Deloitte https://go.neo4j.com/LE-240521-AWS-GenAI-Workshop-Chicago_Registration.html(May 22) Conference (Milan, Italy): AWS Summit Milan https://aws.amazon.com/it/events/summits/emea/milano/(May 27) Conference (Jakarta, Indonesia): Google Cloud Summit https://neo4j.com/event/google-cloud-summit-jakarta/(May 27) Conference (Sofia, Bulgaria): jPrime 2024 https://jprime.io/
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/current/indexes/semantic-indexes/vector-indexes/Articles:Implementing RAG: How to Write a Graph Retrieval Query in LangChain https://neo4j.com/developer-blog/rag-graph-retrieval-query-langchain/Implementing Advanced Retrieval RAG Strategies with Neo4j https://neo4j.com/developer-blog/advanced-rag-strategies-neo4j/Using a Knowledge Graph to Implement a RAG Application https://neo4j.com/developer-blog/knowledge-graph-rag-application/Generative Transformation from ER Diagram to Graph Model Using Google’s Gemini Pro https://neo4j.com/developer-blog/genai-graph-model-google-gemini-pro/Cypher Workbench as a Neo4j Labs Project https://neo4j.com/developer-blog/cypher-workbench-neo4j-labs-project/Accelerate Neo4j App Development with Low-Code Keymaker Framework https://neo4j.com/developer-blog/keymaker-low-code-neo4j-framework/Needle StarterKit 2.0: Templates, Chatbot, and More! https://neo4j.com/developer-blog/needle-starterkit-2-0-templates-chatbot/Announcing Neo4j JDBC Driver Version 6 https://neo4j.com/developer-blog/neo4j-jdbc-driver-v6/Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents:(Apr 2) YouTube series: Going Meta - A Series on Graph, Semantics, and Knowledge Episode 27 https://www.youtube.com/@neo4j/live(Apr 2) Conference (Paris, France): AWS Summit Paris https://aws.amazon.com/fr/events/summits/emea/paris/(Apr 8) Conference (London, UK): QCon London https://qconlondon.com/(Apr 8) Conference (Madrid, Spain): GraphSummit Madrid https://neo4j.com/graphsummit/madrid24/(Apr 8) Conference (Nürburgring, Germany): Javaland 2024 https://www.javaland.eu/en/home/(Apr 9) Conference (Las Vegas, NV, USA): Google Cloud Next https://cloud.withgoogle.com/next(Apr 9) Conference (Atlanta, GA, USA): DevNexus 2024 https://devnexus.com/(Apr 9) Workshop (Munich, Germany): Amazon Bedrock & Neo4j https://go.neo4j.com/LE240409AWSBedrockWorkshopMunich_Registration.html(Apr 9) Conference (Sydney, Australia): AWS Summit Sydney https://neo4j.com/event/aws-summit-sydney/(Apr 13) Workshop (San Francisco, CA, USA): GenAI Beyond Chat with RAG, Knowledge Graphs and Python https://www.meetup.com/graphdb-sf/events/299339190/(Apr 16) Conference (Paris, France): Devoxx France https://www.devoxx.fr/(Apr 17) Workshop (Toronto, ON, Canada): Neo4j & AWS Generative AI https://go.neo4j.com/LE240417AWSandNeo4jGenerativeAIHands-onLabToronto_Registration.html(Apr 18) Meetup (San Francisco, CA, USA): Cloud-Native Geospatial Analytics Combining Spatial SQL & Graph Data Science https://www.meetup.com/graphdb-sf/events/297525658/(Apr 23) Conference (Bengaluru, India): GIDS India 2024 https://www.meetup.com/graphdb-sf/events/297525658/(Apr 23) Workshop (Chicago, IL, USA): Neo4j and Google Cloud GenAI Hands-On https://go.neo4j.com/LE240423-Neo4j-GCP-GenAI-Workshop---Chicago_Registration.html(Apr 23) Conference (Stockholm, Sweden): Penningtvattsdagarna https://penningtvattsdagarna.se/anmalan/(Apr 24) Conference (Stockholm, Sweden): Data Innovation Summit https://datainnovationsummit.com/(Apr 24) Conference (London, UK): AWS Summit London https://aws.amazon.com/events/summits/emea/london/(Apr 24) Conference (Munich, Germany): GraphSummit Munich https://neo4j.com/graphsummit/munich-apr-24/(Apr 25) Hands-On Lab (New York City, NY, USA): AWS and Neo4j Generative AI https://go.neo4j.com/LE-240425-LE-240425-AWS-GenAI-Workshop-NYC_Registration.html(Apr 25) Meetup (London, UK): Modern Java Ecosystems: Advancing Connectivity and Cloud Deployment https://www.meetup.com/graphdb-uk/events/299949029/
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/
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=20LangChain 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_353Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14Motivation for graph RAG https://www.glean.com/blog/how-to-build-an-ai-assistant-for-the-enterpriseEvaluation https://docs.smith.langchain.com/category/testing--evaluationArticles:Why Vector Search Didn’t Work for Your RAG Solution? https://neo4j.com/developer-blog/why-vector-search-didnt-work-rag/YouTube Transcripts Into Knowledge Graphs for RAG Applications https://medium.com/neo4j/youtube-transcripts-knowledge-graphs-for-rag-applications-2cc790543d4bNeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards https://medium.com/neo4j/neodash-2-4-unleashing-the-power-of-neo4j-graph-dashboards-52766f0188dcBuilding a Graph+LLM Powered RAG Application from PDF Documents https://medium.com/neo4j/building-a-graph-llm-powered-rag-application-from-pdf-documents-24225a5baf01Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis https://medium.com/neo4j/unlocking-dags-in-neo4j-from-basics-to-critical-path-analysis-792cc8a04ff1Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents:(Feb 5) Conference (Stockholm, Sweden): JFokus https://neo4j.com/event/jfokus-2024/(Feb 8) Meetup (Kansas City, MO): Improved Results with Vector Search in Knowledge Graphs https://neo4j.com/event/improved-results-with-vector-search-in-knowledge-graphs/(Feb 13) Meetup (Brisbane, Australia): Graph Database Brisbane https://neo4j.com/event/graph-database-brisbane-meetup-feb-edition/(Feb 21) Meetup (virtual): Hallucination-Free Zone: LLMs + Graph Databases Got Your Back! https://neo4j.com/event/hallucination-free-zone-llms-graph-databases-got-your-back/(Feb 22) Conference (London, UK): GraphSummit London https://neo4j.com/event/graphsummit-london-feb24/(Feb 22) Conference (San Francisco, CA): DeveloperWeek https://neo4j.com/event/developerweek/(Feb 23) Meetup (Bangalore, India): Hands-on workshop on GenAI Stack https://neo4j.com/event/hands-on-workshop-on-gen-ai-stack/(Feb 28) Conference (Amsterdam, Netherlands): DevWorld 2024 https://neo4j.com/event/devworld-2024/
Tools of the Month:Remix for data-driven websites https://remix.run/HTTPie: https://httpie.io/cliPypeteer https://github.com/pyppeteer/pyppeteerRectangle https://rectangleapp.com/Fireflies.ai https://fireflies.ai/Video Speed Controller https://chromewebstore.google.com/detail/video-speed-controller/gioehmkjkeamcinbdelehlpnpdcdjpdp?pli=1Product updates:Neo4j release (5.15) https://neo4j.com/release-notes/database/neo4j-5/Neo4j Driver updatesAPOC Core https://github.com/neo4j/apoc/releases/tag/5.15.0GraphQL release (4.4.4) https://github.com/neo4j/graphql/releasesHelm chart update (5.14.0) https://github.com/neo4j/helm-charts/releases/tag/5.14.0Several Neo4j Connectors updatedArticles:Try Neo4j’s Next-Gen Graph-Native Store Format https://neo4j.com/developer-blog/neo4j-graph-native-store-format/Implementing Advanced Retrieval RAG Strategies with Neo4j https://neo4j.com/developer-blog/advanced-rag-strategies-neo4j/Introducing Deno Runtime to the Neo4j Driver for Javascript https://neo4j.com/developer-blog/deno-runtime-neo4j-driver-javascript/Using a Knowledge Graph to Implement a DevOps RAG Application https://neo4j.com/developer-blog/knowledge-graph-devops-rag-application/Convenient Neo4j Integration Tests in Github Actions Using the Aura CLI https://neo4j.com/developer-blog/neo4j-integration-tests-github-actions-aura-cli/Neo4j x LangChain: Deep Dive Into the New Vector Index Implementation https://neo4j.com/developer-blog/neo4j-langchain-vector-index-implementation/Videos:RAG with a Neo4j Knowledge Graph: How it Works and How to Set It Up https://www.youtube.com/watch?v=ftlZ0oeXYRENODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents:(Jan 4) YouTube series (virtual): Going Meta Ep 24 https://neo4j.com/event/going-meta-a-series-on-graphs-semantics-and-knowledge-episode-24/(Jan 10) Meetup (Austin, TX and virtual): Airplane Route Optimization Using Neo4j’s Graph Database https://neo4j.com/event/airplane-route-optimization-using-neo4js-graph-database/(Jan 10) Webinar (virtual): Neo4j: 2024 Trends: What Data and Analytics Leaders Need to Know - Asia https://neo4j.com/event/neo4j-2024-trends-what-data-and-analytics-leaders-need-to-know-asia-pacific-jan-11/(Jan 11) Webinar (virtual): Neo4j: 2024 Trends: What Data and Analytics Leaders Need to Know - Europe https://neo4j.com/event/neo4j-2024-trends-what-data-and-analytics-leaders-need-to-know-europe-jan-11/(Jan 11) Webinar (virtual): Neo4j: 2024 Trends: What Data and Analytics Leaders Need to Know - Americas https://neo4j.com/event/neo4j-2024-trends-what-data-and-analytics-leaders-need-to-know-jan-11/(Jan 17) Webinar (virtual): O’Reilly Media: Generative AI for Healthcare https://neo4j.com/event/oreilly-media-generative-ai-for-healthcare-jan-17/(Jan 22) Webinar (virtual): Neo4j: Building More Accurate GenAI Chatbots: A Technical Guide - Asia https://neo4j.com/event/neo4j-building-more-accurate-genai-chatbots-a-technical-guide-asia-pacific-jan-23/(Jan 23) Webinar (virtual): Neo4j: Building More Accurate GenAI Chatbots: A Technical Guide - Europe https://neo4j.com/event/neo4j-building-more-accurate-genai-chatbots-a-technical-guide-europe-jan-23/(Jan 23) Webinar (virtual): Neo4j: Building More Accurate GenAI Chatbots: A Technical Guide - Americas https://neo4j.com/event/neo4j-building-more-accurate-genai-chatbots-a-technical-guide-jan-23/(Jan 25) YouTube series (virtual): Neo4j Live: Building a Semantics-Based Recommender System for ESG Documents https://neo4j.com/event/neo4j-live-building-a-semantics-based-recommender-system-for-esg-documents/(Jan 25) Conference (Bristol, UK): GraphTalk Government https://neo4j.com/event/graphtalk-government/(Jan 31) Meetup (London, UK): LLM + Knowledge Graph FTW https://neo4j.com/event/llm-knowledge-graph-ftw/(Jan 31) Meetup: Cloud-Native Geospatial Analytics Combining Spatial SQL & Graph Data Science https://neo4j.com/event/cloud-native-geospatial-analytics-combining-spatial-sql-graph-data-science/
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/
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/
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)
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)
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/
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-aiHarnessing 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-fine-tuning-vs-retrieval-augmented-generation-30e875d63a35LangChain Cypher Search: Tips & Tricks - How to optimize prompts for Cypher statement generation to retrieve relevant information from Neo4j in your LLM applications: https://medium.com/neo4j/langchain-cypher-search-tips-tricks-f7c9e9abca4dIntegrate LLM workflows with Knowledge Graph using Neo4j and APOC: https://towardsdatascience.com/integrate-llm-workflows-with-knowledge-graph-using-neo4j-and-apoc-27ef7e9900a2Knowledge Graphs & LLMs: Multi-Hop Question Answering - Retrieve information that spans across multiple documents: https://medium.com/neo4j/knowledge-graphs-llms-multi-hop-question-answering-322113f53f51Neo4j and Generative AI (video): https://youtu.be/mMkXnmueasANeo4j Graph Academy: https://graphacademy.neo4j.com/Community Detection with GDS - Identify communities of people based on their survey responses: https://graphacademy.neo4j.com/courses/gds-community-detection/Introducing The Spatial Cypher Cheat Sheet: https://lyonwj.com/blog/spatial-cypher-cheat-sheetNew Sandbox Feature - SSO: https://neo4j.com/developer-blog/neo4j-sandbox-sso/How to Implement SSO in your Neo4j Instance: https://neo4j.com/developer-blog/implement-sso-neo4j-auth0/apoc.load.json procedure: https://neo4j.com/docs/apoc/current/import/load-json/Arrows.app: https://arrows.app/Bellman-Ford Single-Source Shortest Path: https://neo4j.com/docs/graph-data-science/current/algorithms/bellman-ford-single-source/Spring Data Neo4j: https://spring.io/projects/spring-data-neo4j#overviewUpcoming EventsExploring Aura Free w/ Michael and Alex: https://neo4j.com/event/discovering-auradb-free-with-michael-alexander-2022-03-14/2023-07-10/360 Degree view of your customers: https://neo4j.com/event/neo4j-live-demo-graph-data-science-get-a-360-degree-view-of-your-customers-july-12/Graph Data Science and ML (US timezones): https://neo4j.com/event/neo4j-live-demo-graph-data-science-and-machine-learning-july-14/Graph Data Science and ML (Europe timezones): https://neo4j.com/event/neo4j-live-demo-graph-data-science-and-machine-learning-europe-july-26/Smarter Fraud Detection with Graph Data Science (US timezones): https://neo4j.com/event/neo4j-live-demo-smarter-fraud-detection-with-graph-data-science-july-19/Smarter Fraud Detection with Graph Data Science (Europe timezones): https://neo4j.com/event/neo4j-smarter-fraud-detection-with-graph-data-science-europe-july-19/Finding the Right Graph Database: The Pros & Cons of Native vs Non-Native: https://neo4j.com/event/neo4j-live-demo-finding-the-right-graph-database-the-pros-cons-of-native-vs-non-native-july-21/
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/
Submit your audio question for the GraphStuff.FM podcast: https://www.speakpipe.com/GraphStuffThe F#orce Awakens (video) https://www.youtube.com/watch?v=EI8a6hFFRGQStar 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=fdPWH4P4V5AArrows-to-Data-Importer app:  https://dev.neo4j.com/arrows-to-data-importerGraph Aware GPT4: https://neo4j.com/developer-blog/context-aware-knowledge-graph-chatbot-with-gpt-4-and-neo4j/LangChain + Neo4j: https://towardsdatascience.com/integrating-neo4j-into-the-langchain-ecosystem-df0e988344d2Medium article - Twitch Graph Network Analysis Using  Neo4:https://noceurin.medium.com/twitch-graph-network-analysis-using-neo4j-ed981fe9302dUsing apoc to load large-scale data sets from JSON or CSV: https://aura.support.neo4j.com/hc/en-us/articles/1500012376402-Using-apoc-to-conditional-loading-large-scale-data-set-from-JSON-or-CSV-filesNeo4j-admin import docs: https://neo4j.com/docs/operations-manual/current/tutorial/neo4j-admin-import/SchemaSmith for Data Governance: https://www.youtube.com/watch?v=xEaC6ArmSlwAPOC updates with v5: https://towardsdatascience.com/what-happened-with-apoc-in-neo4j-v5-core-and-extended-edition-23994cdf0a2cAPOC Core documentation: https://neo4j.com/docs/apoc/5/APOC Extended documentation:  https://neo4j.com/labs/apoc/5/BigQuery Data Connector for Neo4j: https://neo4j.com/partners/google/big-query/"Describing a property graph data model" https://medium.com/neo4j/describing-a-property-graph-data-model-d203c389546eGraphAcademy Updates: https://medium.com/neo4j/graphacademy-new-updated-courses-in-q1-2023-4df6af935e5aMay 2 - Graph Summit Sydney: https://neo4j.com/graphsummit/sydney/May 8 - Graph Summit Melbourne: https://neo4j.com/graphsummit/melbourne/May 31 - GraphAcademy Live: Cypher Fundamentals (w/ ABK): https://www.meetup.com/graphdb-uk/events/292251983/
Call for Community Speakers: https://dev.neo4j.com/submit-your-talkNeo4j User Survey: https://docs.google.com/forms/d/e/1FAIpQLSeDbYReEL8JXtlNKsBodtAUnlkuGsAdWJLAQornvxWihembMQ/viewformData 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-ed3de051209eAdditional 5.6 release notes: https://neo4j.com/release-notes/database/neo4j-5/Intro to Neo4j Workshop Recording: https://www.youtube.com/watch?v=otCRuINPUakIntermediate Cypher Workshop Recording: https://www.youtube.com/watch?v=IJBTdWig564Building a Routing Application Workshop Recording: Register for Spring Data Workshop: https://go.neo4j.com/WBR-230412-Training-Series---Spring-Data-Neo4j-DevRel_Registration2.htmlFOSDEM 23 Graph Systems + Algos Devroom Sessions: https://fosdem.org/2023/schedule/track/graph_systems_and_algorithms/Raspberry Pi Neo4j v5 Installation instructions: https://gist.github.com/jalakoo/7b854f9c60c237f2d6f8c9fd5ca1356fTomaz Bratanic’s Knowledge Graph-Based Chatbot With GPT-3 and Neo4j article: https://medium.com/neo4j/knowledge-graph-based-chatbot-with-gpt-3-and-neo4j-c4ebbd325edOpen Sanctions With Friedrich Lindenberg: https://www.youtube.com/watch?v=T3uGVrrMeToLinkurious partnership: resources.linkurious.com/openscreeningMax Andersson’s Innovation Vertex Podcast with Filip Asblom of Digital Tvilling: https://www.youtube.com/watch?v=NS3xEFR1jCAHoare Lea’s Will Reynold’s presentation: https://www.youtube.com/watch?v=OOihIxbo0dEDavid Meza’s Keynote from KGC 2022:  https://www.youtube.com/watch?v=K2EWl7Mn9AcBloom Coordinate Layout: https://www.youtube.com/watch?v=ZYIasTOhLtIVarun Shenoy’s GraphGPT app: https://graphgpt.vercel.appAlison Cossette’s Interview with Varun Shenoy: https://www.youtube.com/watch?v=A6uTdDs6E-EFastRP’s Memory Estimation: https://neo4j.com/docs/graph-data-science/current/machine-learning/node-embeddings/fastrp/#algorithms-embeddings-fastrp-examples-memory-estimationNeo4j Fabric: https://neo4j.com/docs/operations-manual/4.4/fabric/introduction/#fabric-fabric-conceptsGraph Summit in Munich: https://neo4j.com/event/graphsummit-munich-2/2023 Knowledge Graph Conference in NYC: https://www.knowledgegraph.techOpportunity at Neo4j - Technical Curriculum Developer: https://boards.greenhouse.io/neo4j/jobs/4030477006?gh_jid=4030477006Submit questions and your top dev tools to: https://www.speakpipe.com/GraphStuff
OpenCypher: http://opencypher.org/ChatGPT: https://openai.com/blog/chatgptIntroduction 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-cf615c9d7f04Maximising Efficiency: The Power of ChatGPT and Neo4j for Creating and Importing Sample Datasets: https://neo4j.com/developer-blog/chatgpt-neo4j-import-sample-dataset/Graph Data Science with Neo4j Book: https://medium.com/@st3llasia/graph-data-science-with-neo4j-book-e7f32cfa41ccNeo4j (slow) Query Logs: https://neo4j.com/docs/operations-manual/current/monitoring/logging/#query-loggingNeo4j Query Tuning Guide: https://neo4j.com/docs/cypher-manual/current/query-tuning/Neo4j Live: Wardley Mapping with Neo4j: https://www.youtube.com/watch?v=UKvjYZ2kiNYFull Stack GraphQL Book Series: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvVg3c74thYEWVsCPPVB1qqnGoing Meta - Ep 13: Creating (and RDF-izing) virtual graphs over external data: https://www.youtube.com/watch?v=FoHAyBhcH4sNeo4j Live: Neo4j VS Code Extension: https://www.youtube.com/watch?v=kSH4eqNARAwAlison’s next LinkedIn Livecast: https://www.linkedin.com/posts/alison-cossette-7115857_join-me-and-varun-shenoy-from-stanford-university-activity-7034149009019535362-4mMP?utm_source=share&utm_medium=member_desktopHow Cypher changed in Neo4j v5: https://towardsdatascience.com/how-cypher-changed-in-neo4j-v5-d0f10cbb60bfExists Subqueries: https://neo4j.com/docs/cypher-manual/current/syntax/expressions/#existential-subqueriesOSMNX library: https://github.com/gboeing/osmnxGraphGPT: https://github.com/varunshenoy/GraphGPTStreamlit: https://streamlit.io/Arrows: https://arrows.app/Data-Importer: https://data-importer.graphapp.io/Jason’s Mock Graph Data Generator: https://github.com/jalakoo/mock-graph-data-generator
Neo4j in 100 seconds by Fireship:  https://www.youtube.com/watch?v=T6L9EoBy8ZkUnder the Hood Series w/ Chris Gioran: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvWn1M0HMOta_9YpN930Ai8RNodes 2022 Keynote w/ Nicholas Christakis: https://www.youtube.com/watch?v=hCMv4UJo--4How 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/28464Gartner Magic Quadrant Cloud DBMS 2022: https://neo4j.com/blog/neo4j-recognized-for-the-first-time-in-the-2022-gartner-magic-quadrant-for-cloud-database-management-systems/Workspace in AuraDB from Nodes 2022 w/ John Stegeman: https://www.youtube.com/watch?v=rPnOuZ_YZj8&list=PL9Hl4pk2FsvWPcphew_GbLjCWvMpmh4mV&index=43GraphQL Quickstart from GraphConnect 2022 w/ Max Andersson: https://www.youtube.com/watch?v=saerwmnZolQTop 10 Cypher Tuning Tips & Tricks from GraphConnect 2022 w/ Michael Hunger: https://www.youtube.com/watch?v=DAlWoamQ41QNeo4j Driver Best Practices from GraphConnect 2022 w/ David Allen: https://www.youtube.com/watch?v=WV_xe2OF7bkHow to import JSON using Cypher and APOC from GraphConnect 2022 w/ Eric Monk: https://youtu.be/PshmP_fXBRsDiscovering Aura Free with Fun Datasets w/ Michael Hunger & Alex Erdl: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvVZaoIpfsfpdzEXxyUJlAYwExplore Graphs Visually with Jupyter Notebooks from Nodes 2022 w/ Sebastian Muller: https://www.youtube.com/watch?v=M_PbbMVg4ME&list=PL9Hl4pk2FsvWPcphew_GbLjCWvMpmh4mV&index=64Maintain Companion Plant Knowledge Graph in Google Sheets + Neo4j by Sixing Huang: https://towardsdatascience.com/maintain-a-companion-plant-knowledge-graph-in-google-sheets-and-neo4j-4142c0a5065bError when trying to invoke Cypher procedure apoc.spatial.geocodeOnce: https://community.neo4j.com/t5/neo4j-graph-platform/error-when-trying-to-invoke-cypher-procedure-apoc-spatial/td-p/36158GDS in Python to Improve ML Models by Tomaz Bratanic: https://neo4j.com/developer-blog/using-neo4j-graph-data-science-in-python-to-improve-machine-learning-models/A Universe of Knowledge Graphs w/ Dr. Maya Natarajan & Dr. Jesus Barrasa: https://www.youtube.com/watch?v=Ei-pYtYS6UYNeo4j VS Code Extension by Adam Cowley: https://neo4j.com/developer-blog/run-cypher-without-leaving-your-ide-with-neo4j-vscode-extension/Cymple Library: https://github.com/Accenture/CymplePypher Library: https://github.com/emehrkay/PypherFlat Graph GitHub action: https://github.com/marketplace/actions/flat-graph
Try the new GraphAcademy today: https://graphacademy.neo4j.com/Introducing the New GraphAcademy blog post: https://medium.com/neo4j/introducing-the-new-graphacademy-45b0df491a23Adam's "Improving the Neo4j Developer Experience with Neo4j" talk at NODES 2021: https://www.youtube.com/watch?v=D4dTBzZ4uC8&list=PL9Hl4pk2FsvXfH-q5aghB2g7AlIztqoaf&index=3Follow Adam on Twitter: https://twitter.com/adamcowleyLimited Edition T-shirt OfferComplete the Neo4j Fundamentals and Cypher Fundamentals courses within a week and provide feedback and you could be sporting a limited edition GraphAcademy t-shirt inspired by Experimental Jetset’s “John & Paul & Ringo & George” design.Simply complete the courses, use the feedback widget to provide some feedback, and send an email to graphacademy@neo4j.com with a link to your profile and any likes or dislikes about the experience before 23:59:59 PT on Sunday 31 October 2021. See the blog post for more info.
Neo4j Sandbox: https://neo4j.com/sandbox/OpenStreetMap Neo4j Sandbox: https://sandbox.neo4j.com/?usecase=openstreetmapNeo4j Graph Examples: https://github.com/neo4j-graph-examplesGoogle 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-datasetNYTimes API: https://developer.nytimes.com/Working with NYTimes data in Neo4j: https://github.com/johnymontana/news-graph538 datasets: https://github.com/fivethirtyeight/dataData Is Plural weekly mailing list: https://www.data-is-plural.com/Open Library API: https://openlibrary.org/developers/apiYelp Data Challenge: https://www.yelp.com/datasetCompanies House - GOV.UK: https://www.gov.uk/government/organisations/companies-houseNew York City data portal: https://opendata.cityofnewyork.us/Philadelphia data portal: https://www.opendataphilly.org/San Francisco data portal: https://datasf.org/opendata/US public data on GitHub: https://github.com/unitedstatesOpenElections data on GitHub: https://github.com/openelectionsUsing Google Forms with Neo4j: https://neo4j.com/developer-blog/getting-to-know-you-getting-to-know-all-about-you/Neo4j Twitch channel: https://www.twitch.tv/neo4jNeo4j YouTube channel: https://www.youtube.com/neo4jVideo series: Discovering Aura Free WIth Fun Datasets: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvVZaoIpfsfpdzEXxyUJlAYwCSVKit: https://csvkit.readthedocs.io/en/latest/Dedupe.io: https://dedupe.io/APOC text functions: https://neo4j.com/labs/apoc/4.1/misc/text-functions/APOC import procedures: https://neo4j.com/labs/apoc/4.1/import/Cypher LOAD CSV: https://neo4j.com/developer/guide-import-csv/Arrows.app for graph data modeling: https://arrows.app/neo4j-admin import (bulk import tool): https://neo4j.com/docs/operations-manual/current/tools/neo4j-admin/neo4j-admin-import/Neo4j ETL Tool: https://neo4j.com/labs/etl-tool/Neo4j Drivers & Language guides: https://neo4j.com/developer/language-guides/
NODES 2021 Keynote video: https://www.youtube.com/watch?v=4ZCs83_iHU8Neo4j 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_c7MPJ4Neo4j 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 Database History: https://neo4j.com/blog/neo4j-raises-largest-funding-round-database-history/Announcing $10k Leonhard Euler Idea Contest Winners: https://neo4j.com/developer-blog/announcing-10-000-leonhard-euler-idea-contest-winners/Neo4j GraphQL hackathon project gallery: https://neo4j-idea-contest-2021.devpost.com/project-galleryNeo4j Graph Data Science Library 1.6: Fastest Path to Production: https://neo4j.com/blog/neo4j-graph-data-science-library-1-6-fastest-path-to-production/Neo4j Bloom: https://neo4j.com/product/bloom/Neo4j Aura Free Tier: https://neo4j.com/blog/announcing-early-access-neo4j-aura-free-tier/The Trillion Relationship Graph code: https://github.com/neo4j/trillion-graphBehind The Scenes of Creating The World's Biggest Graph Database: https://neo4j.com/developer-blog/behind-the-scenes-worlds-biggest-graph-database/
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