Speaker Resources:

• Johannes Jolkkonen: https://www.linkedin.com/in/johannesjolkkonen/
• Johannes's YouTube channel: https://www.youtube.com/@johannesjolkkonen
• Mar 12 Neo4j Live session: https://www.meetup.com/neo4j-online-meetup/events/299526466/

Tools of the Month:

• PDF-bot chunker (GenAI stack): https://github.com/docker/genai-stack/blob/main/pdf_bot.py
• Spring AI: https://spring.io/projects/spring-ai
• Instructor (library): https://jxnl.github.io/instructor/

Community Projects:

• Knowledge Graph for Social Science https://youtube.com/live/wBHgTheV08Q

Articles:

• 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-5d245d51a735
• PyNeoInstance: 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_0sYVRYz8CqqdIc

Events:

• (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=20
  • LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353
  • Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14
  • Motivation for graph RAG https://www.glean.com/blog/how-to-build-an-ai-assistant-for-the-enterprise
  • Evaluation https://docs.smith.langchain.com/category/testing--evaluation
• Articles:
  • 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-2cc790543d4b
  • NeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards https://medium.com/neo4j/neodash-2-4-unleashing-the-power-of-neo4j-graph-dashboards-52766f0188dc
  • Building a Graph+LLM Powered RAG Application from PDF Documents https://medium.com/neo4j/building-a-graph-llm-powered-rag-application-from-pdf-documents-24225a5baf01
  • Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis https://medium.com/neo4j/unlocking-dags-in-neo4j-from-basics-to-critical-path-analysis-792cc8a04ff1
• Videos:
  • NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
• Events:
  • (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/cli
  • Pypeteer https://github.com/pyppeteer/pyppeteer
  • Rectangle https://rectangleapp.com/
  • Fireflies.ai https://fireflies.ai/
  • Video Speed Controller https://chromewebstore.google.com/detail/video-speed-controller/gioehmkjkeamcinbdelehlpnpdcdjpdp?pli=1
• Product updates:
  • Neo4j release (5.15) https://neo4j.com/release-notes/database/neo4j-5/
  • Neo4j Driver updates
  • APOC Core https://github.com/neo4j/apoc/releases/tag/5.15.0
  • GraphQL release (4.4.4) https://github.com/neo4j/graphql/releases
  • Helm chart update (5.14.0) https://github.com/neo4j/helm-charts/releases/tag/5.14.0
  • Several Neo4j Connectors updated
• Articles:
  • 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=ftlZ0oeXYRE
  • NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
• Events:
  • (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=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb
  • Humanitarian AI Meetup with IATI data https://youtu.be/ysBwXTR8390
• Events:
  • (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-2023
• Tools of the Month:
  • Spring AI: https://docs.spring.io/spring-ai/reference/
  • LangSmith: https://www.langchain.com/langsmith
  • Cody AI: https://about.sourcegraph.com/cody
• Community Project(s):
  • AD Miner: https://github.com/Mazars-Tech/AD_Miner
• Product Updates:
  • Vector Search Index (5.13 GA): https://neo4j.com/docs/cypher-manual/current/indexes-for-vector-search/
  • Parallel Runtime (5.13): https://neo4j.com/docs/cypher-manual/current/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-6abf6fc24c27
  • Needle v2 is Here: Rebranding in the Fast Lane https://medium.com/neo4j/needle-v2-is-here-rebranding-in-the-fast-lane-30cd7dae3efb
  • Neo4j DevTools Update: Workspace, MultiDB, Editors https://medium.com/neo4j/neo4j-devtools-update-workspace-multidb-editors-oh-my-f680cd0cd17e
  • Speed 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/neo4cyclone
• Neomodel: Python OGM for Neo4j Extends Version Support and Moves to Neo4j Labs: https://neo4j.com/developer-blog/neomodel-python-ogm-neo4j-labs/
• Getting From Denmark Hill to Gatwick Airport With Quantified Path Patterns: https://neo4j.com/developer-blog/denmark-hill-to-gatwick-airport-quantified-path-patterns/
• Graphs for DFIR (Digital Forensics and Incident Response): A Roadmap:  http://www.ds4n6.io/blog/23050801.html
• Leverage LLMs 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-bo
• LangChain 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-6ea2a40693d9
• Exploring the Intersection of Neo4j and Large Language Models: https://medium.com/neo4j/exploring-the-intersection-of-neo4j-and-large-language-models-6fda9ac72ef8
• Construct Knowledge Graphs From Unstructured Text: https://medium.com/neo4j/construct-knowledge-graphs-from-unstructured-text-877be33300a2
• Knowledge Graph Construction Demo from raw text using an LLM: https://www.youtube.com/watch?v=Hg4ahTQlBm0
• Azure OpenAI Neo4j Demo: https://www.youtube.com/watch?v=3PO-erAP6R4
• Sebastian Dashner - Applications with graph databases (Neo4j & Quarkus): https://www.youtube.com/watch?v=K0RUYdliUW8
• QCon 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/springbootbook
• NODES 2023: https://neo4j.com/nodes-2023
• Building an Educational Chatbot for GraphAcademy with Neo4j Using LLMs and Vector Search: https://medium.com/neo4j/building-an-educational-chatbot-for-graphacademy-with-neo4j-f707c4ce311b
• Livestream: Going Meta Ep 20
• Build a Chatbot for Clinical Trials across Multiple Data Sources: https://medium.com/star-gazers/build-a-chatbot-for-clinical-trials-across-multiple-data-sources-f121211cec98
• GraphAcademy course - Introduction to Neo4j and GraphQL: https://graphacademy.neo4j.com/courses/graphql-basics
• London 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=Hg4ahTQlBm0
• SDN custom queries/projections: https://www.javacodegeeks.com/2023/08/java-application-with-neo4j-how-to-use-spring-custom-queries-and-projections.html
• Neo4j Live - Movie Recommendations: https://youtube.com/live/wndOSi3i5OY
• Understanding HashGNN in GDS: https://www.youtube.com/watch?v=fccFuyjNEcM
• Google Datacloud Demo: https://www.youtube.com/watch?v=9dAnPoFV80c
• Neo4j Metadata management of NoSQL sources: https://www.youtube.com/watch?v=ZExin7j8ysE
• Road 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=7JfXoubUv3Q
• Knowledge Graph 101: What Is It, How it Works, & Why It Matters: https://neo4j.com/blog/what-is-knowledge-graph/
• Building Knowledge Graphs: A Practitioner's Guide: https://neo4j.com/knowledge-graphs-practitioners-guide
• Knowledge Graphs & LLMs: Multi-Hop Question & Answering: https://neo4j.com/developer-blog/knowledge-graphs-llms-multi-hop-question-answering/
• Knowledge Graphs & LLMs: Fine Tuning vs Retrieval 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.html
• Using 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-changelog
• Neomodel (community Python OGM) updates: https://github.com/neo4j-contrib/neomodel/releases/tag/5.1.0
• Mock data generator 0.1.0 released as a Pypi package: https://pypi.org/project/graph-data-generator/
• neo4j-balena: https://github.com/mpous/neo4j-balena
• Neodash updates: https://github.com/neo4j-labs/neodash/releases/tag/2.3.0
• Exploring 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-boot
• Cody.ai by Sourcegraph: https://docs.sourcegraph.com/cody
• CodiumAI: 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-ai
• Harnessing LLMs with Neo4j: https://neo4j.com/developer-blog/harness-large-language-models-neo4j/
• Knowledge Graphs & LLMs: Fine-Tuning Vs. Retrieval-Augmented Generation:  https://medium.com/neo4j/knowledge-graphs-llms-fine-tuning-vs-retrieval-augmented-generation-30e875d63a35
• LangChain 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-f7c9e9abca4d
• Integrate LLM workflows with Knowledge Graph using Neo4j and APOC: https://towardsdatascience.com/integrate-llm-workflows-with-knowledge-graph-using-neo4j-and-apoc-27ef7e9900a2
• Knowledge Graphs & LLMs: Multi-Hop Question Answering - Retrieve information that spans across multiple documents: https://medium.com/neo4j/knowledge-graphs-llms-multi-hop-question-answering-322113f53f51
• Neo4j and Generative AI (video): https://youtu.be/mMkXnmueasA
• Neo4j 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-sheet
• New 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#overview
• Upcoming Events
  • Exploring 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/645a4ae711c3
• Neosemantics: https://github.com/neo4j-labs/neosemantics
• Workspace updates w/ Greg King [Dev Tools Product Manager at Neo4j]: https://www.youtube.com/watch?v=NUuI9NkOfZo
• Community 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/62533
• Mock Data Generator Livecast: https://www.youtube.com/watch?v=zHtJ_qNKA-Q
• Intermediate 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=6BMCXFii4Po
• Software Dependencies w/ Alex and Michael: https://www.youtube.com/watch?v=QOu5VAsCAoA
• Graphversations Series (2 new episodes):  https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU-AZJmF70jTVe_6riV9Qap
• Going META, episodes 15-17: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvX-5QPvwChB-ni_mFF97rCE
• BioCypher: 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-2023
• Long form - TED Talks (book) by Chris Anderson: https://www.ted.com/read/ted-talks-the-official-ted-guide-to-public-speaking
• Short 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=3
• Nifdi: 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/