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GraphStuff.FM: The Neo4j Graph Database Developer Podcast
What Is Graph Data Science?
49 min •
28 juni 2023
- Neo4j Graph Data Science: https://neo4j.com/docs/graph-data-science/current/introduction/
- Use Graphs For Smarter AI With Neo4j and Google Cloud VertexAI: https://cloud.google.com/blog/products/ai-machine-learning/analyze-graph-data-on-google-cloud-with-neo4j-and-vertex-ai
- Harnessing LLMs with Neo4j: https://neo4j.com/developer-blog/harness-large-language-models-neo4j/
- Knowledge Graphs & LLMs: Fine-Tuning Vs. Retrieval-Augmented Generation: https://medium.com/neo4j/knowledge-graphs-llms-fine-tuning-vs-retrieval-augmented-generation-30e875d63a35
- LangChain Cypher Search: Tips & Tricks - How to optimize prompts for Cypher statement generation to retrieve relevant information from Neo4j in your LLM applications: https://medium.com/neo4j/langchain-cypher-search-tips-tricks-f7c9e9abca4d
- Integrate LLM workflows with Knowledge Graph using Neo4j and APOC: https://towardsdatascience.com/integrate-llm-workflows-with-knowledge-graph-using-neo4j-and-apoc-27ef7e9900a2
- Knowledge Graphs & LLMs: Multi-Hop Question Answering - Retrieve information that spans across multiple documents: https://medium.com/neo4j/knowledge-graphs-llms-multi-hop-question-answering-322113f53f51
- Neo4j and Generative AI (video): https://youtu.be/mMkXnmueasA
- Neo4j Graph Academy: https://graphacademy.neo4j.com/
- Community Detection with GDS - Identify communities of people based on their survey responses: https://graphacademy.neo4j.com/courses/gds-community-detection/
- Introducing The Spatial Cypher Cheat Sheet: https://lyonwj.com/blog/spatial-cypher-cheat-sheet
- New Sandbox Feature - SSO: https://neo4j.com/developer-blog/neo4j-sandbox-sso/
- How to Implement SSO in your Neo4j Instance: https://neo4j.com/developer-blog/implement-sso-neo4j-auth0/
- apoc.load.json procedure: https://neo4j.com/docs/apoc/current/import/load-json/
- Arrows.app: https://arrows.app/
- Bellman-Ford Single-Source Shortest Path: https://neo4j.com/docs/graph-data-science/current/algorithms/bellman-ford-single-source/
- Spring Data Neo4j: https://spring.io/projects/spring-data-neo4j#overview
- Upcoming Events
- Exploring Aura Free w/ Michael and Alex: https://neo4j.com/event/discovering-auradb-free-with-michael-alexander-2022-03-14/2023-07-10/
- 360 Degree view of your customers: https://neo4j.com/event/neo4j-live-demo-graph-data-science-get-a-360-degree-view-of-your-customers-july-12/
- Graph Data Science and ML (US timezones): https://neo4j.com/event/neo4j-live-demo-graph-data-science-and-machine-learning-july-14/
- Graph Data Science and ML (Europe timezones): https://neo4j.com/event/neo4j-live-demo-graph-data-science-and-machine-learning-europe-july-26/
- Smarter Fraud Detection with Graph Data Science (US timezones): https://neo4j.com/event/neo4j-live-demo-smarter-fraud-detection-with-graph-data-science-july-19/
- Smarter Fraud Detection with Graph Data Science (Europe timezones): https://neo4j.com/event/neo4j-smarter-fraud-detection-with-graph-data-science-europe-july-19/
- Finding the Right Graph Database: The Pros & Cons of Native vs Non-Native: https://neo4j.com/event/neo4j-live-demo-finding-the-right-graph-database-the-pros-cons-of-native-vs-non-native-july-21/
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