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

GraphStuff.FM: The Neo4j Graph Database Developer Podcast

Вміст надано Neo4j, Inc, William Lyon, and Jason Koo. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією Neo4j, Inc, William Lyon, and Jason Koo або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.

2M ago 50:53

MP3•Головна епізоду

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/

28 епізодів

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