Docker, AI, and More: Catch a Glimpse of the Java Ecosystem with Oleg Šelajev (July 2024)

08 Jul, 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: Speaker Resources: * Testcontainers https://testcontainers.com/ * NODES 2024 https://dev.neo4j.com/nodes24 Tools of the Month: * Neo4j Kubernetes documentation https://neo4j.com/docs/operations-manual/current/kubernetes/ * ragas framework https://ragas.io/ * Haiper.ai https://haiper.ai/home (Neo4j GenAI Package + DreamStudio.ai) Announcements / News: * Neo4j GenAI Ecosystem Tools https://neo4j.com/labs/genai-ecosystem/ ** Neo4j Knowledge Graph Builder https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/ ** Neoconverse (text-to-cypher) https://neo4j.com/labs/genai-ecosystem/neoconverse/ ** LLM framework integrations: LlamaIndex, LangChain, Spring AI, Haystack, Langchain4j, Semantik Kernel, DSPy * Project Runway ** Repository https://github.com/a-s-g93/neo4j-runway Articles: *GenAI Ecosystem: https://bit.ly/4cpAY6D *Why Vector Search Didn’t Work for Your RAG Solution? https://bit.ly/4csMC0e *GenAI App Building: https://bit.ly/4cxfPXW * GenAI Starter Kit: Everything You Need to Build an Application with Spring AI in Java https://bit.ly/4bFZeQG * Knowledge Graph vs. Vector RAG: Benchmarking, Optimization Levers, and a Financial Analysis Example https://bit.ly/3zDSZQ3 * From Ancient Epic to Modern Marvel: Demystifying the Mahabharata Chatbot with GraphRAG (Part 3) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-3/ * Unleashing the Power of NLP with LlamaIndex and Neo4j https://neo4j.com/developer-blog/nlp-llamaindex-neo4j/ * Rags to Reqs: Making ASVS Accessible Through the Power of Graphs and Chatbots https://neo4j.com/developer-blog/asvs-security-graph-chatbot/ * Data Exploration With the Neo4j Runway Python Library https://neo4j.com/developer-blog/neo4j-runway-python-exploration/ * Easy Data Ingestion With Neo4j Runway and arrows.app https://neo4j.com/developer-blog/neo4j-runway-python-ingestion/ * A Tale of LLMs and Graphs: The GenAI Graph Gathering https://neo4j.com/developer-blog/genai-graph-gathering/ * Get Started With GraphRAG: Neo4j’s Ecosystem Tools https://neo4j.com/developer-blog/graphrag-ecosystem-tools/ * LLM Knowledge Graph Builder: From Zero to GraphRAG in Five Minutes https://neo4j.com/developer-blog/graphrag-llm-knowledge-graph-builder/ * A Brief History of SQL and the Rise of Graph Queries https://neo4j.com/developer-blog/gql-sql-history/ * Customizing Property Graph Index in LlamaIndex https://neo4j.com/developer-blog/property-graph-index-llamaindex/ * Graph Exploration By All MEANS With mongo2neo4j and SemSpect https://neo4j.com/developer-blog/mean-stack-mongo2neo4j-semspect/ * Mix and Batch: A Technique for Fast, Parallel Relationship Loading in Neo4j https://neo4j.com/developer-blog/mix-and-batch-relationship-load/ Videos: * NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc Events: * Full Neo4j event list: https://bit.ly/3Lb1Kn3

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