2023 Finale: LLMs and Knowledge Graphs throughout the year
Update: 2023-12-02
Description
- 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/
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