Episode 23
2023 Finale: LLMs and Knowledge Graphs throughout the year
As we prepare to close out the year 2023, we don’t want to wind down and put our feet up just yet. Instead, we’d like to review what we at Neo4j (and a lot of the tech industry, in general) have been spending much of our time thinking about and building around….Large Language Models and Knowledge Graphs. Joining us today to help us dive deeper into these topics are Tomaž Bratanič and Oskar Hane.
GraphStuff.FM: The Neo4j Graph Database Developer Podcast · Oskar Hane, Tomaž Bratanič, Andreas Kollegger, Jennifer Reif
December 2, 202359m 29s
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Show Notes
- 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/
Topics
neo4jknowledge graphllmgenaigraph