Docker, AI, and More: Catch a Glimpse of the Java Ecosystem with Oleg Šelajev (July 2024)
Our guest today is another fellow advocate, Oleg Šelajev. Oleg is a developer advocate at Docker working mainly on developer productivity, Testcontainers, and improving how we set up local development environments and tests.
Show Notes
Tools of the Month
- Neo4j Kubernetes documentation neo4j.com
- ragas framework (opens in a new tab) ragas.io
- Haiper.ai haiper.ai/home (opens in a new tab) (Neo4j GenAI Package + DreamStudio.ai)
Announcements / News
- Neo4j GenAI Ecosystem Tools neo4j.com
- Neo4j Knowledge Graph Builder neo4j.com
- Neoconverse (text-to-cypher) neo4j.com
- LLM framework integrations: LlamaIndex, LangChain, Spring AI, Haystack, Langchain4j, Semantik Kernel, DSPy
- Project Runway
- Repository (opens in a new tab) github.com
Articles
*Why Vector Search Didn’t Work for Your RAG Solution?
Events
- Full Neo4j event list:
Speaker Resources
*GenAI Ecosystem
Resources mentioned
- bit.ly (opens in a new tab)
- GenAI App Building (opens in a new tab)
- GenAI Starter Kit: Everything You Need to Build an Application with Spring AI in Java (opens in a new tab)
- Knowledge Graph vs. Vector RAG: Benchmarking, Optimization Levers, and a Financial Analysis Example (opens in a new tab)
- From Ancient Epic to Modern Marvel: Demystifying the Mahabharata Chatbot with GraphRAG (Part 3)
- Unleashing the Power of NLP with LlamaIndex and Neo4j
- Rags to Reqs: Making ASVS Accessible Through the Power of Graphs and Chatbots
- Data Exploration With the Neo4j Runway Python Library
- Easy Data Ingestion With Neo4j Runway and arrows.app
- A Tale of LLMs and Graphs: The GenAI Graph Gathering
- Get Started With GraphRAG: Neo4j’s Ecosystem Tools
- LLM Knowledge Graph Builder: From Zero to GraphRAG in Five Minutes
- A Brief History of SQL and the Rise of Graph Queries
- Customizing Property Graph Index in LlamaIndex
- Graph Exploration By All MEANS With mongo2neo4j and SemSpect
- Mix and Batch: A Technique for Fast, Parallel Relationship Loading in Neo4j
- bit.ly (opens in a new tab)
Videos
GenAI & GraphRAGCloud & data platformsDeveloper tools
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