GraphStuff.FM: The Neo4j Graph Database Developer Podcast

Jason Koo, Jennifer Reif, Andreas Kollegger, Alison Cossette
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GraphStuff.FM: The Neo4j Graph Database Developer Podcast

New to networks? Looking into links? Realising the relevance of relationships? Welcome to GraphStuff, your one-stop podcast for all things connected. Join your hosts Jennifer Reif, Andreas Kollegger, Alison Cossette, Jason Koo and guests as they dive into the world of graph databases. They’ll cover everything from how they’re constructed and where they’re used; introductory to advanced topics from modeling data to finished applications, highlighting best practices and showcasing tools and open-source projects. With something new and different each week, don’t forget to subscribe to get a head’s up of what we’ll be covering next.

  1. 1月1日

    2024 Recap: Favorite highlights!

    Topics: Trends/Events over the yearGQL release https://neo4j.com/blog/cypher-gql-world/GraphRAG https://neo4j.com/blog/graphrag-manifesto/Memorable events/experiencesNODES 2024, obviously :) https://neo4j.com/nodes2024/agenda/GenAI Graph GatheringAI Eng World FairNeo4j product releases?New Aura consoleLLM KG Builder https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/Neo Converse https://neo4j.com/labs/genai-ecosystem/neoconverse/Neo4j Python Rust extension https://github.com/neo4j/neo4j-python-driver-rust-extNeo4j GraphRAG python library https://github.com/neo4j/neo4j-graphrag-pythonTools of the Month: Jason:  BAML https://github.com/BoundaryML/bamlJennifer: Github actions (v3->v4), Spring AI https://spring.io/projects/spring-aiABK: Google Notebook LM https://notebooklm.google/Alison: ChatGPT Canvas https://openai.com/index/introducing-canvas/, Anthropic Model Context Protocol https://modelcontextprotocol.io/introductionArticles:Get Started With the Neo4j Aura CLI Beta Release Get Started With the Neo4j Aura CLI Beta Release https://neo4j.com/developer-blog/get-started-with-aura-cli-beta/Cypher Gems in Neo4j 5 https://neo4j.com/developer-blog/cypher-gems-in-neo4j-5/LangChain-Neo4j Partner Package: Officially Supported GraphRAG https://neo4j.com/developer-blog/langchain-neo4j-partner-package-graphrag/  Videos: NODES 2024 playlist https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3Top 5 performing videos:KG Builder App: https://youtube.com/live/NbyxWAC2TLcImporting CSV Data: https://youtube.com/live/2iYTAgXM_ugMastering GraphRAG: https://youtube.com/live/cbPII1Pam_MEntity Resolution: https://youtube.com/live/GMTY78xqGXQPersonal Knowledge Vault: https://www.youtube.com/watch?v=Q7E97TSmGyI  Events https://neo4j.com/events/

    50 分鐘

  2. 2024/12/01

    NODES 2024 Recap

    Speaker Resources: NODES 2024 YouTube playlist: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3NODES 2024 agenda webpage: https://neo4j.com/nodes2024/agenda/Highlighted sessions:Building a Perfect Supply Chain Chatbot: https://www.youtube.com/watch?v=ksbfgGYQy5M&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=27Fireside Chat 2023 (final):  https://www.youtube.com/watch?v=ynTpg5n2PSU&list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&index=91Fireside Chat 2024(final): https://www.youtube.com/watch?v=5AXFLYz6zug&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=6Neo4j and Next.js: A Full-Stack Relationship: https://www.youtube.com/watch?v=G9PUAd_roTk&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=94&pp=iAQBNeo4j GDS for Snowflake: https://www.youtube.com/watch?v=BiTA9OXHM44&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=96&pp=iAQBDemystifying Noe4j With APOC and Java: https://www.youtube.com/watch?v=653ecLaDhA4&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=45&pp=iAQBMatrix/Neo4j references:Apoc (character in movie): https://matrix.fandom.com/wiki/ApocSwitch (character in movie): https://matrix.fandom.com/wiki/SwitchAPOC (Neo4j utility library): https://neo4j.com/labs/apoc/

    40 分鐘

  3. 2024/11/01

    Catching Bad Guys using Graph Entity Resolution with Paco Nathan

    Speaker Resources: Neo4j+Senzing Tutorial: https://neo4j.com/developer-blog/entity-resolved-knowledge-graphs/#neo4jWhen GraphRAG Goes Bad: A Study in Why you Cannot Afford to Ignore Entity Resolution (Dr. Clair Sullivan): https://www.linkedin.com/pulse/when-graphrag-goesbad-study-why-you-cannot-afford-ignore-sullivan-7ymnc/Paco’s NODES 2024 session: https://neo4j.com/nodes2024/agenda/entity-resolved-knowledge-graphs/Graph Power Hour: https://www.youtube.com/playlist?list=PL9-tchmsp1WMnZKYti-tMnt_wyk4nwcbHTomaz Bratanic on GraphReader: https://towardsdatascience.com/implementing-graphreader-with-neo4j-and-langgraph-e4c73826a8b7Tools of the Month: Neo4j GraphRAG Python package:  https://pypi.org/project/neo4j-graphrag/Spring Data Neo4j: https://spring.io/projects/spring-data-neo4jEntity Linking based on Entity Resolution tutorial: https://github.com/louisguitton/spacy-lancedb-linker https://github.com/DerwenAI/strwythuraAskNews (build news datasets) https://asknews.app/The Sentry https://atlas.thesentry.org/azerbaijan-aliyev-empire/Announcements / News: Articles:GraphRAG – The Card Game https://neo4j.com/developer-blog/graphrag-card-game/Turn Your CSVs Into Graphs Using LLMs https://neo4j.com/developer-blog/csv-into-graph-using-llm/Detecting Bank Fraud With Neo4j: The Power of Graph Databases https://neo4j.com/developer-blog/detect-bank-fraud-neo4j-graph-database/Cypher Performance Improvements in Neo4j 5 https://neo4j.com/developer-blog/cypher-performance-neo4j-5/New GraphAcademy Course: Building Knowledge Graphs With LLMs https://neo4j.com/developer-blog/new-building-knowledge-graphs-llms/Efficiently Monitor Neo4j and Identify Problematic Queries https://neo4j.com/developer-blog/monitor-and-id-problem-queries/Videos:NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEventsAll Neo4j events: https://neo4j.com/events/(Nov 5) Conference (virtual): XtremeJ https://xtremej.dev/2024/schedule/(Nov 7) Conference (virtual): NODES 2024 https://dev.neo4j.com/nodes24(Nov 8) Conference (Austin, TX, USA): MLOps World https://mlopsworld.com/(Nov 12) Conference (Baltimore, MD, USA): ISWC https://iswc2024.semanticweb.org/event/3715c6fc-e2d7-47eb-8c01-5fe4ac589a52/summary(Nov 13) Meetup (Seattle, WA, USA): Puget Sound Programming Python (PuPPY) - Talk night Rover https://www.meetup.com/psppython/events/303896335/?eventOrigin=group_events_list(Nov 14) Meetup (Seattle, WA, USA): AI Workflow Essentials (with Pinecone, Neo4J, Boundary, Union) https://lu.ma/75nv6dd3(Nov 14) Conference (Reston, VA, USA): Senzing User Conference https://senzing.com/senzing-event-calendar/(Nov 18) Meetup (Cleveland, OH, USA): Cleveland Big Data mega-meetup https://www.meetup.com/Cleveland-Hadoop/(Nov 19) Chicago Java User Group (Chicago, IL, USA): https://cjug.org/cjug-meeting-intro/#/(Dec 3) Conference (London, UK): Linkurious Days https://resources.linkurious.com/linkurious-days-london(Dec 10) Meetup (London, UK): ESR meetup in London by Neural Alpha(Dec 11-13) Conference (London, UK): Connected Data London https://2024.connected-data.london/

    47 分鐘

  4. 2024/10/01

    Graph Visualization and Storytelling with Michela Ledwidge

    Speaker Resources: Mod: https://mod.studio/rd/grapho/Michela's NODES 2024 session: https://neo4j.com/nodes2024/agenda/spatial-graph-visualisation-and-storytelling-with-grapho-xr/NeoDash: https://neo4j.com/labs/neodash/Tools of the Month: Google Notebook LM: https://notebooklm.google/HeyGen (AI Digital Avatar): https://www.heygen.comIntelliJ 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_0sYVRYz8CqqdIcEventsAll 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/

    50 分鐘

  5. 2024/09/06

    Making Invisible Connections Visible with Tim Eastridge

    Speaker Resources: Eastridge Analytics: https://www.eastridge-analytics.com/Graph Data Science with Python and Neo4j book: https://a.co/d/hkfkxPrLinkedIn profile: https://www.linkedin.com/in/timeastridge/NODES 2024 (look for more info on Tim's talk soon!): https://dev.neo4j.com/nodes24Neo4j GraphAcademy: https://graphacademy.neo4j.com/Graph Algorithms for Data Science (Tomaž Bratanic): https://a.co/d/7WhibUkTools 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_0sYVRYz8CqqdIcEventsAll 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/

    38 分鐘

  6. 2024/08/01

    Pragmatic Knowledge Graphs with Ashleigh Faith

    Speaker Resources: Ashleigh’s YT Channel: https://www.youtube.com/@AshleighFaithTools 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.comAnnouncements / 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_0sYVRYz8CqqdIcEvents(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/

    52 分鐘

  7. 2024/07/01

    Docker, AI, and More: Catch a Glimpse of the Java Ecosystem with Oleg Šelajev

    Speaker Resources: Testcontainers https://testcontainers.com/NODES 2024 https://dev.neo4j.com/nodes24Tools 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 RunwayRepository https://github.com/a-s-g93/neo4j-runwayArticles: 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_0sYVRYz8CqqdIcEvents: (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

    45 分鐘

  8. 2024/06/01

    Getting the Word out on Knowledge Graphs with Leann Chen

    Speaker Resources: Diffbot https://www.diffbot.com/Tomaz Bratanic’s Medium blog: https://bratanic-tomaz.medium.com/What is DSP/DSPy? https://github.com/stanfordnlp/dspyTools of the Month: cypher-shell command line tool https://neo4j.com/docs/operations-manual/current/tools/cypher-shell/Langchain/Diffbot graph transformer https://python.langchain.com/v0.1/docs/integrations/graphs/diffbot/st-cytoscape https://github.com/vivien000/st-cytoscapeAnnouncements / News: NODES 2024 CfP resources:GraphStuff episode https://graphstuff.fm/episodes/navigating-a-technical-conference-talk-from-submission-to-deliveryNODES submission tips: https://neo4j.com/blog/nodes-talk-submission-tips/How to Submit a Technical Presentation https://jmhreif.com/blog/nodes-2024-cfp/Articles: Topic Extraction with Neo4j GDS for Better Semantic Search in RAG applications https://neo4j.com/developer-blog/topic-extraction-semantic-search-rag/Using LlamaParse to Create Knowledge Graphs from Documents https://neo4j.com/developer-blog/llamaparse-knowledge-graph-documents/Going Meta: Wrapping Up GraphRAG, Vectors, and Knowledge Graphs https://neo4j.com/developer-blog/going-meta-knowledge-graph-rag-vector/Unveiling the Mahabharata’s Web: Analyzing Epic Relationships with Neo4j Graph Database (Part 1) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-1/Bringing the Mahabharata Epic to Life: A Neo4j-Powered Chatbot with Google Gemini (Part 2) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-2/Videos: NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIcEvents: (Jun 4) Meetup (virtual): Tuesday Tech Talks: Graph Based RAG w/ Demo https://lu.ma/tys2a4zt?tk=ax2gtz(Jun 4) Workshop (virtual): Discover Neo4j Aura: The Future of Graph Database-as-a-Service https://go.neo4j.com/DE-240604-Discover-Aura-Workshop_Registration.html(Jun 5) Conference (Paris, France): GraphSummit Paris https://neo4j.com/graphsummit/paris24/(Jun 5) Workshop (Sydney, Australia): Neo4j and GCP Generative AI Workshop https://go.neo4j.com/LE240606Neo4jandGCPGenerativeAIWorkshop-Sydney_Registration.html(Jun 7) Conference (Athens, Greece): Generative AI for Front-end Developers https://athens.cityjsconf.org/talk/3b9XHj1HBahP8KJ13uWVui(Jun 10) Conference (San Francisco, California, USA): Data & AI Summit https://neo4j.com/event/data-ai-summit-2/(Jun 11) Meetup (San Francisco, California, USA): HackNight at GitHub with Graphs and Vectors https://www.meetup.com/graphdb-sf/events/301026060/?isFirstPublish=true(Jun 10) Workshop (Jakarta, Indonesia): Neo4j and GCP Generative AI Workshop https://go.neo4j.com/LE240423Neo4jandGCPGenerativeAIWorkshopJakarta_Registration.html(Jun 11) Conference (Oslo, Norway): NDC Oslo - Beyond Vectors: Evolving GenAI through Transformative Tools and Methods https://ndcoslo.com/agenda/beyond-vectors-evolving-genai-through-transformative-tools-and-methods-0x1u/011ha54g6jp(Jun 12) Conference (Munich, Germany): GraphTalk: Pharma https://go.neo4j.com/LE240612GraphTalkPharmaMunich_Registration.html(Jun 12) Conference (Frankfurt, Germany): Google Summit https://cloudonair.withgoogle.com/events/summit-mitte-2024(Jun 12) Livestream (virtual+München, Germany): LifeScience Hybrid Event 2024 https://go.neo4j.com/LE240612LifeScienceWorkshop2024_01Registration.html(Jun 12) Meetup (Brisbane, Australia): Graph Database Brisbane https://www.meetup.com/graph-database-brisbane/events/300367474/?isFirstPublish=true(Jun 12) Meetup (San Francisco, California, USA): Introduction to RAG https://lu.ma/u4uhtfqz(Jun 18) Meetup (London, UK): ISO GQL - The ISO Standard for Graph Has Arrived https://www.meetup.com/graphdb-uk/events/300712991/(Jun 20) Meetup (Stuttgart, Germany): Uniting Large Language Models and Knowledge Graphs https://neo4j.com/event/genai-breakfast-session-stuttgart-uniting-large-language-models-and-knowledge-graphs/(Jun 20) Meetup (Reston, Virginia, USA): LLMs, Vectors, Graph Databases and RAG in the Cloud https://lu.ma/mctijpjm(Jun 25) Conference (San Francisco, California, USA): AI Engineer World’s Fair https://www.ai.engineer/worldsfair(Jun 26) Conference (virtual): Neo4j Connections GenAI https://neo4j.com/connections/go-from-genai-pilot-to-production-faster-with-a-knowledge-graph-june-26/(Jun 27) Conference (Kansas City, Missouri, USA): KCDC 2024 https://www.kcdc.info/(Jun 26) Conference (virtual): Neo4j Connections GenAI (Asia Pacific) https://neo4j.com/connections/go-from-genai-pilot-to-production-faster-with-a-knowledge-graph-asia-pacific-june-27/

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簡介

New to networks? Looking into links? Realising the relevance of relationships? Welcome to GraphStuff, your one-stop podcast for all things connected. Join your hosts Jennifer Reif, Andreas Kollegger, Alison Cossette, Jason Koo and guests as they dive into the world of graph databases. They’ll cover everything from how they’re constructed and where they’re used; introductory to advanced topics from modeling data to finished applications, highlighting best practices and showcasing tools and open-source projects. With something new and different each week, don’t forget to subscribe to get a head’s up of what we’ll be covering next.

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