GraphStuff.FM: The Neo4j Graph Database Developer Podcast

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Speaker Resources:

Mod: https://mod.studio/rd/grapho/
NeoDash: https://neo4j.com/labs/neodash/

Tools of the Month:

Google Notebook LM: https://notebooklm.google/
HeyGen (AI Digital Avatar): https://www.heygen.com
IntelliJ IDEA (IDE for Java development) https://www.jetbrains.com/idea/

Announcements / News:

Articles:
- Querying Your Neo4j Aura Database Via HTTPS (Again) https://neo4j.com/developer-blog/query-api-neo4j-aura-https/
- Neo4j Python Driver 10x Faster With Rust https://neo4j.com/developer-blog/python-driver-10x-faster-with-rust/
- Hybrid Retrieval for GraphRAG Applications Using the Neo4j GraphRAG Package for Python https://neo4j.com/developer-blog/hybrid-retrieval-neo4j-graphrag-package/
- Vectors and Graphs: Better Together https://neo4j.com/developer-blog/vectors-graphs-better-together/
- Knowledge Graphs and LLMs: Fine-Tuning vs. Retrieval-Augmented Generation https://neo4j.com/developer-blog/fine-tuning-vs-rag/
- Building a Movie Recommendation System With Neo4j https://neo4j.com/developer-blog/movie-recommendation-with-neo4j/
- GraphRAG Field Guide: Navigating the World of Advanced RAG Patterns https://neo4j.com/developer-blog/graphrag-field-guide-rag-patterns/
- Spreading the Savings Like Mayo: How Knowledge Graphs Can Transform Invoice Data and Lower Costs https://neo4j.com/developer-blog/spread-savings-like-mayo-knowledge-graphs/
- Neo4j Takes the Lead: Transforming Graph Database Management With Cypher API Versioning and Database Calendar Versioning https://neo4j.com/developer-blog/neo4j-graph-database-versioning/
- Modeling Data From the Titanic https://neo4j.com/developer-blog/titanic-data-modeling/
- Making Relations on the Titanic https://neo4j.com/developer-blog/titanic-relationships/
- Enhancing Hybrid Retrieval With Graph Traversal Using the Neo4j GraphRAG Package for Python https://neo4j.com/developer-blog/enhance-hybrid-retrieval-neo4j-graphrag-package/
- Building a GraphRAG Agent With Neo4j and Milvus https://neo4j.com/developer-blog/graphrag-agent-neo4j-milvus/
Videos:
- NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
Events
- All Neo4j events: https://neo4j.com/events/
- (Oct 1) Conference (Denver, CO, USA): Dev2next https://www.dev2next.com/
- (Oct 14-20) Conference (Sydney, Australia): South by Southwest Sydney https://www.sxswsydney.com/
- (Oct 16) Conference (London, GB, UK): GraphSummit Europe https://neo4j.com/graphsummit/europe16-17/
- (Oct 21-25) Conference (San Diego, CA, USA): San Diego Startup Week https://startupsd.org/san-diego-startup-week/
- (Oct 22) Meetup (New York City, NY, USA): NYJavaSIG https://www.meetup.com/javasig/

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Speaker Resources:

Eastridge Analytics: https://www.eastridge-analytics.com/
Graph Data Science with Python and Neo4j book: https://a.co/d/hkfkxPr
LinkedIn profile: https://www.linkedin.com/in/timeastridge/
NODES 2024 (look for more info on Tim's talk soon!): https://dev.neo4j.com/nodes24
Neo4j GraphAcademy: https://graphacademy.neo4j.com/
Graph Algorithms for Data Science (Tomaž Bratanic): https://a.co/d/7WhibUk

Tools of the Month:

Jennifer: VS Code https://code.visualstudio.com/
Jason: Cursor AI https://www.cursor.com/
Tim: Neo4j LLM Graph Builder https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/

Announcements / News:

Articles:
- Graph Databases Offer a Deeper Understanding of Organizational Risk https://neo4j.com/developer-blog/graph-database-organizational-risk/
- Using Embeddings to Represent String Edit Distance in Neo4j https://neo4j.com/developer-blog/embeddings-string-edit-distance/
- Build a Knowledge Graph-based Agent with Llama 3.1, NVIDIA NIM, and LangChain https://neo4j.com/developer-blog/knowledge-graph-llama-nvidia-langchain/
- Entity Linking and Relationship Extraction With Relik in LlamaIndex https://neo4j.com/developer-blog/entity-linking-relationship-extraction-relik-llamaindex/
- Integrating Microsoft GraphRAG into Neo4j https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/
- Ingesting Documents Simultaneously to Neo4j & Milvus https://neo4j.com/developer-blog/ingest-documents-neo4j-milvus/
- Enriching Vector Search With Graph Traversal Using the Neo4j GenAI Package https://neo4j.com/developer-blog/graph-traversal-neo4j-genai-package/
- Create a Neo4j GraphRAG Workflow Using LangChain and LangGraph https://neo4j.com/developer-blog/neo4j-graphrag-workflow-langchain-langgraph/
- Introducing Concurrent Writes to Cypher Subqueries https://neo4j.com/developer-blog/concurrent-writes-cypher-subqueries/
- Running Neo4j on a Commodore 64 https://neo4j.com/developer-blog/neo4j-commodore-64/
- Change Data Capture and Neo4j Connector for Confluent and Apache Kafka Go GA https://neo4j.com/developer-blog/change-data-capture-cdc-ga/
Videos:
- NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
Events
- All Neo4j events: https://neo4j.com/events/
- (Sep 9) Conference (San Francisco, CA, USA): Pre-AI Conference Hack Day: https://lu.ma/bsype6t6?tk=1dgMCa
- (Sep 9-11) Conference (San Francisco, CA, USA): AI Conference: https://aiconference.com/
- (Sep 10) Meetup (San Francisco, CA, USA): AI Tools HackNight: https://lu.ma/ozt7jtq5
- (Sep 12) Meetup (San Jose, CA, USA): AI & Tech Talks: https://lu.ma/jjgnoqik?tk=sMOLyE
- (Sep 24-26) Conference (Dallas, TX, USA): JConf https://2024.jconf.dev/
- (Sep 30-Oct 3) Conference (Denver, CO, USA): dev2next https://www.dev2next.com/
- (Oct - TBD) Meetup (Charlotte, NC, USA): Data Science Meetup https://www.meetup.com/Data-Science-Charlotte/

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Speaker Resources:

Ashleigh’s YT Channel: https://www.youtube.com/@AshleighFaith

Tools of the Month:

Abk: Any Airline using Windows 3.1 😆
Ashleigh: Zentity: https://zentity.io/
Jason: Cypher Co-pilot: https://neo4j.com/developer-blog/cypher-co-pilot/
Alison: System https://www.system.com

Announcements / News:

Articles:
- Turning Your Tabular Data Into a Graph Using Cypher https://neo4j.com/developer-blog/scoobygraph-1/
- Typing the Neo4j Query API https://neo4j.com/developer-blog/neo4j-query-api/
- Empowering Open-Source Cyber Threat Intelligence Analysis With Graph Visualization https://neo4j.com/developer-blog/cyber-threat-intelligence-analysis/
- The Neo4j GenAI Package for Python https://neo4j.com/developer-blog/neo4j-genai-package-python/
- Integrating unstructed.io with Neo4j AuraDB to Build a Document Knowledge Graph https://neo4j.com/developer-blog/document-knowledge-graph-unstructuredio/
- Creating a Graph of Chemical Reactions https://neo4j.com/developer-blog/chemical-reactions-graph/
- Introducing Your New Cypher Co-Pilot https://neo4j.com/developer-blog/cypher-co-pilot/
- Implementing 'From Local to Gloabl' GraphRAG with Neo4j and LangChain: Constructing the Graph https://neo4j.com/developer-blog/global-graphrag-neo4j-langchain/
- Graph App Restrictions on Neo4j Descktop 1.6.0 https://neo4j.com/developer-blog/neo4j-desktop-graph-app-restrictions/
- GraphRAG in (Almost) Pure Cypher https://neo4j.com/developer-blog/graphrag-pure-cypher/
Videos:
- NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
Events
- (Aug 6) Livestream (virtual) Graph-Powered Code Debugging with GenAI https://www.youtube.com/live/o2eQ6GBecgg
- (Aug 7) Workshop (Melbourne, Australia) https://go.neo4j.com/LE240808Neo4jandGCPGenerativeAIWorkshop-Melbourne_Registration.html
- (Aug 14) Webinar (virtual) How a Property Graph Database Accelerates GenAI App Development https://go.neo4j.com/WBR-240815--Graph-Data-Model_Registration.html
- (Aug 15) Webinar (virtual) How a Property Graph Database Accelerates GenAI App Development https://go.neo4j.com/WBR-240815-Graph-Data-Model-EMEA_Registration.html
- (Aug 15) Conference (São Paulo, Brazil) AWS Summit https://neo4j.com/event/aws-summit-sao-paulo/
- (Aug 15) Meetup (Sunnyvale, California, USA) Build and Deploy GenAI RAG Applications and AI Agents using Google Cloud https://lu.ma/6cdht2un
- (Aug 20) Meetup (London, UK) Swifty GenAI - Chatting with Taylor Swift Lyrics https://www.meetup.com/graphdb-uk/events/302055475/
- (Aug 21) Conference (Canberra, Australia) Government GraphTalk https://go.neo4j.com/LE240822GovernmentGraphTalkCanberra_Registration.html
- (Aug 22) Workshop (Bengaluru, India) Neo4j and GCP Generative AI https://go.neo4j.com/LE240823Neo4jandGCPGenerativeAIWorkshop-BLR_Registration.html
- (Aug 26) Webinar (virtual) Explainable AI with Knowledge Graphs and RAG - Asia Pacific https://go.neo4j.com/WBR-240827--Neo4j-Graph-Rag---Asia-Pacific_Registration.html
- (Aug 27) Webinar (virtual) Explainable AI with Knowledge Graphs and RAG - Europe https://go.neo4j.com/WBR-240827-Neo4j-Graph-Rag-EMEA_Registration.html
- (Aug 27) Webinar (virtual) Explainable AI with Knowledge Graphs and RAG https://go.neo4j.com/WBR-240827-Neo4j-Graph-Rag_Registration.html
- (Aug 27) Meetup (Washington, DC, USA) LLMs, Vectors, Graph Databases and RAG in the Cloud https://lu.ma/mctijpjm
- (Sept 10) Meetup (San Francisco, CA, USA) AI Tools HackNight at Github https://lu.ma/ozt7jtq5
- (Oct 23-24) Conference (Bengaluru, India) Open Source India https://www.opensourceindia.in/
- (Nov 7) Conference (virtual) Nodes 2024 https://neo4j.registration.goldcast.io/events/03805ea9-fe3a-4cac-8c15-aa622666531a
- (Dec 11-13) Conference (London, UK) Connected Data London https://www.connected-data.london/

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Speaker Resources:

Testcontainers https://testcontainers.com/
NODES 2024 https://dev.neo4j.com/nodes24

Tools of the Month:

Neo4j Kubernetes documentation https://neo4j.com/docs/operations-manual/current/kubernetes/
ragas framework https://ragas.io/
Haiper.ai https://haiper.ai/home (Neo4j GenAI Package + DreamStudio.ai)

Announcements / News:

Neo4j GenAI Ecosystem Tools https://neo4j.com/labs/genai-ecosystem/
- Neo4j Knowledge Graph Builder https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/
- Neoconverse (text-to-cypher) https://neo4j.com/labs/genai-ecosystem/neoconverse/
- LLM framework integrations: LlamaIndex, LangChain, Spring AI, Haystack, Langchain4j, Semantik Kernel, DSPy
Project Runway
- Repository https://github.com/a-s-g93/neo4j-runway

Articles:

GenAI Starter Kit: Everything You Need to Build an Application with Spring AI in Java https://neo4j.com/developer-blog/genai-starter-kit-spring-java/
Knowledge Graph vs. Vector RAG: Benchmarking, Optimization Levers, and a Financial Analysis Example https://neo4j.com/developer-blog/knowledge-graph-vs-vector-rag/
From Ancient Epic to Modern Marvel: Demystifying the Mahabharata Chatbot with GraphRAG (Part 3) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-3/
Unleashing the Power of NLP with LlamaIndex and Neo4j https://neo4j.com/developer-blog/nlp-llamaindex-neo4j/
Rags to Reqs: Making ASVS Accessible Through the Power of Graphs and Chatbots https://neo4j.com/developer-blog/asvs-security-graph-chatbot/
Data Exploration With the Neo4j Runway Python Library https://neo4j.com/developer-blog/neo4j-runway-python-exploration/
Easy Data Ingestion With Neo4j Runway and arrows.app https://neo4j.com/developer-blog/neo4j-runway-python-ingestion/
A Tale of LLMs and Graphs: The GenAI Graph Gathering https://neo4j.com/developer-blog/genai-graph-gathering/
Get Started With GraphRAG: Neo4j’s Ecosystem Tools https://neo4j.com/developer-blog/graphrag-ecosystem-tools/
LLM Knowledge Graph Builder: From Zero to GraphRAG in Five Minutes https://neo4j.com/developer-blog/graphrag-llm-knowledge-graph-builder/
A Brief History of SQL and the Rise of Graph Queries https://neo4j.com/developer-blog/gql-sql-history/
Customizing Property Graph Index in LlamaIndex https://neo4j.com/developer-blog/property-graph-index-llamaindex/
Graph Exploration By All MEANS With mongo2neo4j and SemSpect https://neo4j.com/developer-blog/mean-stack-mongo2neo4j-semspect/
Mix and Batch: A Technique for Fast, Parallel Relationship Loading in Neo4j https://neo4j.com/developer-blog/mix-and-batch-relationship-load/

Videos:

NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc

Events:

(Jul 4) Livestream (virtual): GraphAcademy Live: Cypher Fundamentals https://www.youtube.com/@neo4j/live
(Jul 8) Workshop (Bengaluru, India): Neo4j and GCP Generative AI Workshop
(Jul 9) GenAI + Graph Meetup (Osaka, Japan) https://jp-neo4j-usersgroup.connpass.com/event/322658/
(Jul 17-19) Conference (Berlin, Germany): WeAreDevelopers World Congress 2024 https://www.wearedevelopers.com/world-congress
(Jul 18) Meetup (Berlin, Germany): Ollama & Friends Coming to AI Tinkerers Berlin https://berlin.aitinkerers.org/p/ollama-friends-coming-to-ai-tinkerers-berlin
(Jul 19) Meetup (Bengaluru, India): Graphing the Future: How Generative AI, RAGs and Knowledge Graphs are Shaping AI https://www.meetup.com/graph-database-bengaluru/events/301273119/?isFirstPublish=true
(Jul 28-30) Conference (Sydney, Australia): Gartner Data & Analytics Summit Sydney https://neo4j.com/event/gartner-data-analytics-summit-sydney-2/
(Jul 28 - Aug 2) Conference (Wisconsin Dells, Wisconsin, USA): THAT Conference https://thatconference.com/activities/4AlNeqK2OogWQFdhkfuc
(Jul 31) Meetup (Richmond, Virginia, USA): Connecting the future: Integrating Neo4j with GenAI, LLMs and RAGs https://www.meetup.com/graphdb-melbourne/events/301618964/?isFirstPublish=true
(Jul 31) Meetup (Sydney, Australia): Decoding the Generative AI Landscape: A Deep Dive into RAGs and Graphs https://www.meetup.com/graphdb-sydney/events/301635885/?isFirstPublish=true

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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/dspy

Tools of the Month:

cypher-shell command line tool https://neo4j.com/docs/operations-manual/current/tools/cypher-shell/
Langchain/Diffbot graph transformer https://python.langchain.com/v0.1/docs/integrations/graphs/diffbot/
st-cytoscape https://github.com/vivien000/st-cytoscape

Announcements / News:

NODES 2024 CfP resources:
- GraphStuff episode https://graphstuff.fm/episodes/navigating-a-technical-conference-talk-from-submission-to-delivery
- NODES 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_0sYVRYz8CqqdIc

Events:

(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/

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Tools of the Month:

Descript https://www.descript.com/
LLM Graph Builder by Neo4j https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/
LangSmith https://www.langchain.com/langsmith
Obsidian https://obsidian.md/

Announcements / News:

NODES 2024: Submit Your Talk https://neo4j.com/blog/nodes-by-neo4j/
ISO GQL Standard:
- Press release: https://neo4j.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_0sYVRYz8CqqdIc

Events:

(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/

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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_0sYVRYz8CqqdIc

Events:

(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/

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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/

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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/

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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/

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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/

View Details

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/

View Details

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)

View Details

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)

View Details

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/

View Details

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/

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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/

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Submit your audio question for the GraphStuff.FM podcast: https://www.speakpipe.com/GraphStuff

The F#orce Awakens (video) https://www.youtube.com/watch?v=EI8a6hFFRGQ
Star Wars social networks: the force awakens (blog post): http://evelinag.com/blog/2016/01-25-social-network-force-awakens/
JT’s Star Wars video from last year: https://www.youtube.com/watch?v=fdPWH4P4V5A
Arrows-to-Data-Importer app: https://dev.neo4j.com/arrows-to-data-importer
Graph Aware GPT4: https://neo4j.com/developer-blog/context-aware-knowledge-graph-chatbot-with-gpt-4-and-neo4j/
LangChain + Neo4j: https://towardsdatascience.com/integrating-neo4j-into-the-langchain-ecosystem-df0e988344d2
Medium article - Twitch Graph Network Analysis Using Neo4:https://noceurin.medium.com/twitch-graph-network-analysis-using-neo4j-ed981fe9302d
Using 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-files
Neo4j-admin import docs: https://neo4j.com/docs/operations-manual/current/tutorial/neo4j-admin-import/
SchemaSmith for Data Governance: https://www.youtube.com/watch?v=xEaC6ArmSlw
APOC updates with v5: https://towardsdatascience.com/what-happened-with-apoc-in-neo4j-v5-core-and-extended-edition-23994cdf0a2c
APOC 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-d203c389546e
GraphAcademy Updates: https://medium.com/neo4j/graphacademy-new-updated-courses-in-q1-2023-4df6af935e5a
May 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/

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Call for Community Speakers: https://dev.neo4j.com/submit-your-talk
Neo4j User Survey: https://docs.google.com/forms/d/e/1FAIpQLSeDbYReEL8JXtlNKsBodtAUnlkuGsAdWJLAQornvxWihembMQ/viewform
Data Importer File Filter: https://neo4j.com/developer-blog/neo4j-data-importer-introducing-file-filtering/
Bloom Slicer: https://neo4j.com/docs/bloom-user-guide/current/bloom-tutorial/slicer/
Experimental Client APIs: https://medium.com/neo4j/a-new-steer-for-the-neo4j-drivers-ed3de051209e
Additional 5.6 release notes: https://neo4j.com/release-notes/database/neo4j-5/
Intro to Neo4j Workshop Recording: https://www.youtube.com/watch?v=otCRuINPUak
Intermediate Cypher Workshop Recording: https://www.youtube.com/watch?v=IJBTdWig564
Building a Routing Application Workshop Recording:
Register for Spring Data Workshop: https://go.neo4j.com/WBR-230412-Training-Series---Spring-Data-Neo4j-DevRel_Registration2.html
FOSDEM 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/7b854f9c60c237f2d6f8c9fd5ca1356f
Tomaz 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-c4ebbd325ed
Open Sanctions With Friedrich Lindenberg: https://www.youtube.com/watch?v=T3uGVrrMeTo
Linkurious partnership: resources.linkurious.com/openscreening
Max Andersson’s Innovation Vertex Podcast with Filip Asblom of Digital Tvilling: https://www.youtube.com/watch?v=NS3xEFR1jCA
Hoare Lea’s Will Reynold’s presentation: https://www.youtube.com/watch?v=OOihIxbo0dE
David Meza’s Keynote from KGC 2022: https://www.youtube.com/watch?v=K2EWl7Mn9Ac
Bloom Coordinate Layout: https://www.youtube.com/watch?v=ZYIasTOhLtI
Varun Shenoy’s GraphGPT app: https://graphgpt.vercel.app
Alison Cossette’s Interview with Varun Shenoy: https://www.youtube.com/watch?v=A6uTdDs6E-E
FastRP’s Memory Estimation: https://neo4j.com/docs/graph-data-science/current/machine-learning/node-embeddings/fastrp/#algorithms-embeddings-fastrp-examples-memory-estimation
Neo4j Fabric: https://neo4j.com/docs/operations-manual/4.4/fabric/introduction/#fabric-fabric-concepts
Graph Summit in Munich: https://neo4j.com/event/graphsummit-munich-2/
2023 Knowledge Graph Conference in NYC: https://www.knowledgegraph.tech
Opportunity at Neo4j - Technical Curriculum Developer: https://boards.greenhouse.io/neo4j/jobs/4030477006?gh_jid=4030477006
Submit questions and your top dev tools to: https://www.speakpipe.com/GraphStuff

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OpenCypher: http://opencypher.org/
ChatGPT: https://openai.com/blog/chatgpt
Introduction To Cypher: https://neo4j.com/docs/getting-started/current/cypher-intro/
Create Neo4j Database Model with ChatGPT: https://neo4j.com/developer-blog/create-neo4j-database-model-with-chatgpt/
Use ChatGPT to Query Your Neo4j Database: https://towardsdatascience.com/use-chatgpt-to-query-your-neo4j-database-78680a05ec2#d083-cf615c9d7f04
Maximising Efficiency: The Power of ChatGPT and Neo4j for Creating 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-e7f32cfa41cc
Neo4j (slow) Query Logs: https://neo4j.com/docs/operations-manual/current/monitoring/logging/#query-logging
Neo4j Query Tuning Guide: https://neo4j.com/docs/cypher-manual/current/query-tuning/
Neo4j Live: Wardley Mapping with Neo4j: https://www.youtube.com/watch?v=UKvjYZ2kiNY
Full Stack GraphQL Book Series: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvVg3c74thYEWVsCPPVB1qqn
Going Meta - Ep 13: Creating (and RDF-izing) virtual graphs over external data: https://www.youtube.com/watch?v=FoHAyBhcH4s
Neo4j Live: Neo4j VS Code Extension: https://www.youtube.com/watch?v=kSH4eqNARAw
Alison’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_desktop
How Cypher changed in Neo4j v5: https://towardsdatascience.com/how-cypher-changed-in-neo4j-v5-d0f10cbb60bf
Exists Subqueries: https://neo4j.com/docs/cypher-manual/current/syntax/expressions/#existential-subqueries
OSMNX library: https://github.com/gboeing/osmnx
GraphGPT: https://github.com/varunshenoy/GraphGPT
Streamlit: 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

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Neo4j in 100 seconds by Fireship: https://www.youtube.com/watch?v=T6L9EoBy8Zk
Under the Hood Series w/ Chris Gioran: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvWn1M0HMOta_9YpN930Ai8R
Nodes 2022 Keynote w/ Nicholas Christakis: https://www.youtube.com/watch?v=hCMv4UJo--4
How to get all connected nodes and relationships of a particular node: https://community.neo4j.com/t5/neo4j-graph-platform/how-to-get-all-the-connected-nodes-and-relationship-of-a/td-p/28464
Gartner Magic Quadrant 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=43
GraphQL Quickstart from GraphConnect 2022 w/ Max Andersson: https://www.youtube.com/watch?v=saerwmnZolQ
Top 10 Cypher Tuning Tips & Tricks from GraphConnect 2022 w/ Michael Hunger: https://www.youtube.com/watch?v=DAlWoamQ41Q
Neo4j Driver Best Practices from GraphConnect 2022 w/ David Allen: https://www.youtube.com/watch?v=WV_xe2OF7bk
How to import JSON using Cypher and APOC from GraphConnect 2022 w/ Eric Monk: https://youtu.be/PshmP_fXBRs
Discovering Aura Free with Fun Datasets w/ Michael Hunger & Alex Erdl: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvVZaoIpfsfpdzEXxyUJlAYw
Explore Graphs Visually with Jupyter Notebooks from Nodes 2022 w/ Sebastian Muller: https://www.youtube.com/watch?v=M_PbbMVg4ME&list=PL9Hl4pk2FsvWPcphew_GbLjCWvMpmh4mV&index=64
Maintain 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-4142c0a5065b
Error 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/36158
GDS 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-pYtYS6UY
Neo4j 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/Cymple
Pypher Library: https://github.com/emehrkay/Pypher
Flat Graph GitHub action: https://github.com/marketplace/actions/flat-graph

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Try the new GraphAcademy today: https://graphacademy.neo4j.com/
Introducing the New GraphAcademy blog post: https://medium.com/neo4j/introducing-the-new-graphacademy-45b0df491a23
Adam's "Improving the Neo4j Developer Experience with Neo4j" talk at NODES 2021: https://www.youtube.com/watch?v=D4dTBzZ4uC8&list=PL9Hl4pk2FsvXfH-q5aghB2g7AlIztqoaf&index=3
Follow Adam on Twitter: https://twitter.com/adamcowley

Limited Edition T-shirt 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.

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Neo4j Sandbox: https://neo4j.com/sandbox/
OpenStreetMap Neo4j Sandbox: https://sandbox.neo4j.com/?usecase=openstreetmap
Neo4j Graph Examples: https://github.com/neo4j-graph-examples
Google dataset search: https://datasetsearch.research.google.com/
Meetup API: https://www.meetup.com/meetup_api/
Working with the Meetup API & Neo4j: https://github.com/moxious/meetup-dataset
NYTimes API: https://developer.nytimes.com/
Working with NYTimes data in Neo4j: https://github.com/johnymontana/news-graph
538 datasets: https://github.com/fivethirtyeight/data
Data Is Plural weekly mailing list: https://www.data-is-plural.com/
Open Library API: https://openlibrary.org/developers/api
Yelp Data Challenge: https://www.yelp.com/dataset
Companies House - GOV.UK: https://www.gov.uk/government/organisations/companies-house
New 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/unitedstates
OpenElections data on GitHub: https://github.com/openelections
Using 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/neo4j
Neo4j YouTube channel: https://www.youtube.com/neo4j
Video series: Discovering Aura Free WIth Fun Datasets: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvVZaoIpfsfpdzEXxyUJlAYw
CSVKit: 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/

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NODES 2021 Keynote video: https://www.youtube.com/watch?v=4ZCs83_iHU8
Neo4j 4.3 blog post: https://neo4j.com/blog/introducing-neo4j-4-3-the-fastest-path-to-graph-productivity/
What New in Neo4j 4.3 video: https://www.youtube.com/watch?v=9klz_c7MPJ4
Neo4j 4.3 release notes: https://neo4j.com/release-notes/neo4j-4-3-0/
Neo4j 4.3 Blog Series: Relationship Indexes: https://neo4j.com/developer-blog/neo4j-4-3-blog-series-relationship-indexes/
Neo4j Raises The Largest Funding Round In 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-gallery
Neo4j 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-graph
Behind 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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Neo4j Connectors page: neo4j.com/product/connectors
Neo4j Connector for Apacha Kafka: neo4j.com/labs/kafka/
Neo4j Connector for Business Intelligence: neo4j.com/bi-connector/
Neo4j Connector for Apache Spark: neo4j.com/product/connectors/apache-spark-connector
The Neo4j GraphQL library: neo4j.com/product/graphql-library/
Using Retool with Neo4j GraphQL: neo4j.com/developer-blog/create-your-own-dashboard-using-retool-with-neo4j/
Follow David Allen on Twitter: twitter.com/mdavidallen

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

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

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

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

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Get started with Neo4j Sandbox: https://neo4j.com/sandbox/
Join the graph community April 15th at Global Graph Celebration Day: https://globalgraphcelebrationday.com/
Register for the Neo4j Online Developer Expo & Summit (NODES): https://neo4j.com/nodes-2021/
Chat with the Neo4j community on Discord: https://discord.gg/neo4j

00:00 - 02:12 Introduction

02:12 - 09:38 Comparing Graph Native & RDBMS

09:38 - 29:50 What are good and poor fits for graph native?

29:50 - 41:08 Graph native as a general purpose database

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Neo4j Graph Data Platform developer guide: https://neo4j.com/developer/graph-platform/
Download Neo4j Desktop: https://neo4j.com/download/
Neo4j Aura: https://neo4j.com/cloud/aura/
Neo4j Aura free tier: https://neo4j.com/cloud/aura/free/
Graph App gallery: https://install.graphapp.io/
Documentation for building graph apps: https://neo4j.com/developer/graph-apps/building-a-graph-app/
Neo4j Language drivers: https://neo4j.com/developer/language-guides/
Neo4j GraphQL: https://neo4j.com/developer/graphql/
Neo4j Bloom: https://neo4j.com/product/bloom/
Neo4j Graph Data Science: https://neo4j.com/product/graph-data-science-library/
Neo4j Connectors: https://neo4j.com/product/connectors/
Neo4j Connector for Business Intelligence: https://neo4j.com/bi-connector/
Neo4j Connector for Apache Spark: https://neo4j.com/developer/spark/
Neo4j Connector for Apache Kafka: https://neo4j.com/labs/kafka/4.0/
Neo4j Labs: https://neo4j.com/labs/
APOC: https://neo4j.com/labs/apoc/
Neosemantics: https://neo4j.com/labs/neosemantics/
GRANDstack: https://grandstack.io/
Neo4j Sandbox: https://neo4j.com/sandbox/

00:00 - 01:54 Introduction

01:54 - 10:44 History of Neo4j & The Evolution From Graph Database To Graph Platform

10:44 - 16:29 Components of the Neo4j Graph Data Platform, Neo4j Database, & Graph Native

16:29 - 21:34 Neo4j Desktop, Using Neo4j in the Cloud, & On-Prem

21:34 - 27:11 Neo4j Browser & Low-Code Graph Apps

27:11 - 32:40 Neo4j Language Drivers & Building APIs

32:40 - 38:00 Graph Data Science, Analytics, & Visualization

38:00 - 49:41 Neo4j Connectors & Neo4j Labs

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

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

GraphStuff.FM: The Neo4j Graph Database Developer Podcast: Recent Episodes

William Lyon, Lju Lazarevic