Extending The Reach of Graphs With Neo4j Connectors for Apache Kafka, Business Intelligence, GraphQL, and Apache Spark

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

Player FM - Internet Radio Done Right

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הוסף לפני four שנים

תוכן מסופק על ידי Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

On the Bus with Troy Vollhoffer

1
From Backroom Bars to Broadway with Dustin Lynch 36:27

לפני 16 ימים36:27

הפעל מאוחר יותר

רשימות

לייק

אהבתי

36:27

Not many artists actually hail from Tennessee, but the scenic valleys and rolling hills of The Volunteer State are part of Dustin Lynch’s DNA. In this episode of On the Bus, Country Thunder CEO Troy Vollhoffer sits down with Dustin to discuss his journey from playing fraternity parties and weddings across the southeast to being the first country artist with a club residency at the Wynn in Las Vegas. Plus, stick around for our new segment, Thunder Strike, where Troy features upcoming festival performer Riley Green’s hit song “Damn Good Day to Leave” to give you a taste of what’s to come at Country Thunder in 2025.…

לפני 4 שנים 49:57

MP3•בית הפרקים

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

36 פרקים

#Tech #Neo4j #Lju Lazarevic #William Lyon #Cloud IT #Data Science #Database #Graph Database #GraphQL #JavaScript #Software Development

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

Extending The Reach of Graphs With Neo4j Connectors for Apache Kafka, Business Intelligence, GraphQL, and Apache Spark

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

17 subscribers

published לפני 4 שנים

שתפו

MP3•בית הפרקים

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

36 פרקים

#Tech #Neo4j #Lju Lazarevic #William Lyon #Cloud IT #Data Science #Database #Graph Database #GraphQL #JavaScript #Software Development

כל הפרקים

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
2024 Recap: Favorite highlights! 49:36

לפני 13 weeks49:36

49:36

Topics: Trends/Events over the year GQL release https://neo4j.com/blog/cypher-gql-world/ GraphRAG https://neo4j.com/blog/graphrag-manifesto/ Memorable events/experiences NODES 2024, obviously :) https://neo4j.com/nodes2024/agenda/ GenAI Graph Gathering AI Eng World Fair Neo4j product releases? New Aura console LLM 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-ext Neo4j GraphRAG python library https://github.com/neo4j/neo4j-graphrag-python Tools of the Month: Jason: BAML https://github.com/BoundaryML/baml Jennifer: Github actions (v3->v4), Spring AI https://spring.io/projects/spring-ai ABK: Google Notebook LM https://notebooklm.google/ Alison: ChatGPT Canvas https://openai.com/index/introducing-canvas/, Anthropic Model Context Protocol https://modelcontextprotocol.io/introduction Articles: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-fXNeQfkpnmgMm4w5h3 Top 5 performing videos: KG Builder App: https://youtube.com/live/NbyxWAC2TLc Importing CSV Data: https://youtube.com/live/2iYTAgXM_ug Mastering GraphRAG: https://youtube.com/live/cbPII1Pam_M Entity Resolution: https://youtube.com/live/GMTY78xqGXQ Personal Knowledge Vault: https://www.youtube.com/watch?v=Q7E97TSmGyI Events https://neo4j.com/events/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
NODES 2024 Recap 40:01

לפני 18 weeks40:01

40:01

Speaker Resources: NODES 2024 YouTube playlist: https://www.youtube.com/playlist?list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3 NODES 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=27 Fireside Chat 2023 (final): https://www.youtube.com/watch?v=ynTpg5n2PSU&list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&index=91 Fireside Chat 2024(final): https://www.youtube.com/watch?v=5AXFLYz6zug&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=6 Neo4j and Next.js: A Full-Stack Relationship: https://www.youtube.com/watch?v=G9PUAd_roTk&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=94&pp=iAQB Neo4j GDS for Snowflake: https://www.youtube.com/watch?v=BiTA9OXHM44&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=96&pp=iAQB Demystifying Noe4j With APOC and Java: https://www.youtube.com/watch?v=653ecLaDhA4&list=PL9Hl4pk2FsvU6t-fXNeQfkpnmgMm4w5h3&index=45&pp=iAQB Matrix/Neo4j references: Apoc (character in movie): https://matrix.fandom.com/wiki/Apoc Switch (character in movie): https://matrix.fandom.com/wiki/Switch APOC (Neo4j utility library): https://neo4j.com/labs/apoc/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Catching Bad Guys using Graph Entity Resolution with Paco Nathan 46:31

לפני 22 weeks46:31

46:31

Speaker Resources: Neo4j+Senzing Tutorial: https://neo4j.com/developer-blog/entity-resolved-knowledge-graphs/#neo4j When 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_wyk4nwcbH Tomaz Bratanic on GraphReader: https://towardsdatascience.com/implementing-graphreader-with-neo4j-and-langgraph-e4c73826a8b7 Tools of the Month: Neo4j GraphRAG Python package: https://pypi.org/project/neo4j-graphrag/ Spring Data Neo4j: https://spring.io/projects/spring-data-neo4j Entity Linking based on Entity Resolution tutorial: https://github.com/louisguitton/spacy-lancedb-linker https://github.com/DerwenAI/strwythura AskNews (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_0sYVRYz8CqqdIc Events All 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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Graph Visualization and Storytelling with Michela Ledwidge 50:19

לפני 27 weeks50:19

50:19

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.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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Making Invisible Connections Visible with Tim Eastridge 37:54

לפני 30 weeks37:54

37:54

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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Pragmatic Knowledge Graphs with Ashleigh Faith 52:17

לפני 35 weeks52:17

52:17

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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Docker, AI, and More: Catch a Glimpse of the Java Ecosystem with Oleg Šelajev 45:25

לפני 40 weeks45:25

45:25

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…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Getting the Word out on Knowledge Graphs with Leann Chen 49:24

לפני 44 weeks49:24

49:24

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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Net Zero Decarbonization with Henry Bruce and Mike Napper from ExpectAI 1:07:40

לפני 48 weeks1:07:40

1:07:40

Speaker Resources: ExpectAI: www.expectai.com 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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
Providing Better Business Intelligence with Vish Puttagunta 49:32

לפני 1 year49:32

49:32

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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
RAG Databases with Johannes Jolkkonen: When to Choose a Graph Database vs Alternative Vector or Relational Stores 50:53

לפני 1 year50:53

50:53

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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
GenAI solutions with LangChain: Lance Martin on LLMs, agents, evals, and more! 52:04

לפני 1 year52:04

52:04

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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

1
LlamaIndex and More: Building LLM Tech with Jerry Liu 43:14

לפני 1 year43:14

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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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

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2023 Finale: LLMs and Knowledge Graphs throughout the year 59:29

לפני 1 year59:29

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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/…

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

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NODES 2023: Behind the Scenes, Highlights, and More! 50:28

לפני 1 year50:28

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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/…

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