Tools of the Month: apoc.create.vRelationship https://neo4j.com/docs/apoc/current/overview/apoc.create/apoc.create.vRelationship/ GenAI Starter Kits for Langchain, LlamaIndex, Spring.AI and Semantic Kernel, covering the most popular orchestration frameworks in Python, Java, and dotnet. https://neo4j.com/labs/genai-ecosystem/ Vish: Vector support in Neo4j https://neo4j.com/docs/cypher-manual/current/indexes/semantic-indexes/vector-indexes/ Articles: Implementing RAG: How to Write a Graph Retrieval Query in LangChain https://neo4j.com/developer-blog/rag-graph-retrieval-query-langchain/ Implem ..read more

Speaker Resources: Johannes Jolkkonen: https://www.linkedin.com/in/johannesjolkkonen/ Johannes's YouTube channel: https://www.youtube.com/@johannesjolkkonen Mar 12 Neo4j Live session: https://www.meetup.com/neo4j-online-meetup/events/299526466/ Tools of the Month: PDF-bot chunker (GenAI stack): https://github.com/docker/genai-stack/blob/main/pdf_bot.py Spring AI: https://spring.io/projects/spring-ai Instructor (library): https://jxnl.github.io/instructor/ Community Projects: Knowledge Graph for Social Science https://youtube.com/live/wBHgTheV08Q Articles: Langchain v0.1 - Updating Graph ..read more

Tools of the Month: Streamlit https://streamlit.io/ Ollama https://ollama.ai/ Git https://git-scm.com/ Speaker Resources: LLMs as kernel of a new kind of OS https://twitter.com/karpathy/status/1707437820045062561?s=20 LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353 Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14 Motivation for graph RAG ht ..read more

Tools of the Month: Remix for data-driven websites https://remix.run/ HTTPie: https://httpie.io/cli Pypeteer https://github.com/pyppeteer/pyppeteer Rectangle https://rectangleapp.com/ Fireflies.ai https://fireflies.ai/ Video Speed Controller https://chromewebstore.google.com/detail/video-speed-controller/gioehmkjkeamcinbdelehlpnpdcdjpdp?pli=1 Product updates: Neo4j release (5.15) https://neo4j.com/release-notes/database/neo4j-5/ Neo4j Driver updates APOC Core https://github.com/neo4j/apoc/releases/tag/5.15.0 GraphQL release (4.4.4) https://github.com/neo4j/graphql/releases Helm chart upda ..read more

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: Rdf ..read more

NODES 2023 YouTube playlist: dev.neo4j.com/nodes-2023 Tools of the Month: Spring AI: https://docs.spring.io/spring-ai/reference/ LangSmith: https://www.langchain.com/langsmith Cody AI: https://about.sourcegraph.com/cody Community Project(s): AD Miner: https://github.com/Mazars-Tech/AD_Miner Product Updates: Vector Search Index (5.13 GA): https://neo4j.com/docs/cypher-manual/current/indexes-for-vector-search/ Parallel Runtime (5.13): https://neo4j.com/docs/cypher-manual/current/planning-and-tuning/runtimes/reference/ Change Data Capture (5.13, Enterprise, Beta): https://neo4j.com/docs/c ..read more

neo4cyclone: https://github.com/javixeneize/neo4cyclone Neomodel: Python OGM for Neo4j Extends Version Support and Moves to Neo4j Labs: https://neo4j.com/developer-blog/neomodel-python-ogm-neo4j-labs/ Getting From Denmark Hill to Gatwick Airport With Quantified Path Patterns: https://neo4j.com/developer-blog/denmark-hill-to-gatwick-airport-quantified-path-patterns/ Graphs for DFIR (Digital Forensics and Incident Response): A Roadmap:  http://www.ds4n6.io/blog/23050801.html Leverage LLMs for Graph Data Science Pipelines: 4 Steps to Avoid Pitfalls of ChatGPT: https://www.graphable.ai/blog ..read more

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 & Tri ..read more

Submit your audio question for the GraphStuff.FM podcast: https://www.speakpipe.com/GraphStuff The F#orce Awakens (video) https://www.youtube.com/watch?v=EI8a6hFFRGQ Star Wars social networks: the force awakens (blog post): http://evelinag.com/blog/2016/01-25-social-network-force-awakens/ JT’s Star Wars video from last year: https://www.youtube.com/watch?v=fdPWH4P4V5A Arrows-to-Data-Importer app:  https://dev.neo4j.com/arrows-to-data-importer Graph Aware GPT4: https://neo4j.com/developer-blog/context-aware-knowledge-graph-chatbot-with-gpt-4-and-neo4j/ LangChain + Neo4j: https://towardsda ..read more

Neo4j in 100 seconds by Fireship aka Jeff Delaney  Under The Hood Series w/ Chris Gioran Nodes 2022 Keynote w/ Nicholas Christakis How to get all connected nodes and relationships of a particular node: https://community.neo4j.com/t5/neo4j-graph-platform/how-to-get-all-the-connected-nodes-and-relationship-of-a/td-p/28464 Gartner Magic Quadrant Cloud DBMS - Neo4j + Graph Vendors Nodes 2022 Workspace in AuraDB w/ John Stegeman GraphConnect - GraphQL Quickstart GraphConnect - Top 10 Cypher Tuning Tips & Tricks w/ Michael Hunger GraphConnect - Neo4j Driver Best Practices w/ David Allen Gr ..read more