Getting the Word out on Knowledge Graphs with Leann Chen
GraphStuff.FM: The Neo4j Graph Database Developer Podcast
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Intro
Lian Chen from Diffbot discusses the extraction and structuring of web data into the world's largest knowledge graph, supporting verified information. She emphasizes the technology's web scraping capabilities for extracting data in a structured format for diverse applications.
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Episode notes
Speaker Resources:
- Diffbot https://www.diffbot.com/
- Tomaz Bratanic’s Medium blog: https://bratanic-tomaz.medium.com/
- What is DSP/DSPy? https://github.com/stanfordnlp/dspy
Tools of the Month:
- cypher-shell command line tool https://neo4j.com/docs/operations-manual/current/tools/cypher-shell/
- Langchain/Diffbot graph transformer https://python.langchain.com/v0.1/docs/integrations/graphs/diffbot/
- st-cytoscape https://github.com/vivien000/st-cytoscape
Announcements / News:
- NODES 2024 CfP resources:
- GraphStuff episode https://graphstuff.fm/episodes/navigating-a-technical-conference-talk-from-submission-to-delivery
- NODES submission tips: https://neo4j.com/blog/nodes-talk-submission-tips/
- How to Submit a Technical Presentation https://jmhreif.com/blog/nodes-2024-cfp/
Articles:
- Topic Extraction with Neo4j GDS for Better Semantic Search in RAG applications https://neo4j.com/developer-blog/topic-extraction-semantic-search-rag/
- Using LlamaParse to Create Knowledge Graphs from Documents https://neo4j.com/developer-blog/llamaparse-knowledge-graph-documents/
- Going Meta: Wrapping Up GraphRAG, Vectors, and Knowledge Graphs https://neo4j.com/developer-blog/going-meta-knowledge-graph-rag-vector/
- Unveiling the Mahabharata’s Web: Analyzing Epic Relationships with Neo4j Graph Database (Part 1) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-1/
- Bringing the Mahabharata Epic to Life: A Neo4j-Powered Chatbot with Google Gemini (Part 2) https://neo4j.com/developer-blog/mahabharata-epic-graph-database-2/
Videos:
- NODES 2023 playlist https://youtube.com/playlist?list=PL9Hl4pk2FsvUu4hzyhWed8Avu5nSUXYrb&si=8_0sYVRYz8CqqdIc
Events:
- (Jun 4) Meetup (virtual): Tuesday Tech Talks: Graph Based RAG w/ Demo https://lu.ma/tys2a4zt?tk=ax2gtz
- (Jun 4) Workshop (virtual): Discover Neo4j Aura: The Future of Graph Database-as-a-Service https://go.neo4j.com/DE-240604-Discover-Aura-Workshop_Registration.html
- (Jun 5) Conference (Paris, France): GraphSummit Paris https://neo4j.com/graphsummit/paris24/
- (Jun 5) Workshop (Sydney, Australia): Neo4j and GCP Generative AI Workshop https://go.neo4j.com/LE240606Neo4jandGCPGenerativeAIWorkshop-Sydney_Registration.html
- (Jun 7) Conference (Athens, Greece): Generative AI for Front-end Developers https://athens.cityjsconf.org/talk/3b9XHj1HBahP8KJ13uWVui
- (Jun 10) Conference (San Francisco, California, USA): Data & AI Summit https://neo4j.com/event/data-ai-summit-2/
- (Jun 11) Meetup (San Francisco, California, USA): HackNight at GitHub with Graphs and Vectors https://www.meetup.com/graphdb-sf/events/301026060/?isFirstPublish=true
- (Jun 10) Workshop (Jakarta, Indonesia): Neo4j and GCP Generative AI Workshop https://go.neo4j.com/LE240423Neo4jandGCPGenerativeAIWorkshopJakarta_Registration.html
- (Jun 11) Conference (Oslo, Norway): NDC Oslo - Beyond Vectors: Evolving GenAI through Transformative Tools and Methods https://ndcoslo.com/agenda/beyond-vectors-evolving-genai-through-transformative-tools-and-methods-0x1u/011ha54g6jp
- (Jun 12) Conference (Munich, Germany): GraphTalk: Pharma https://go.neo4j.com/LE240612GraphTalkPharmaMunich_Registration.html
- (Jun 12) Conference (Frankfurt, Germany): Google Summit https://cloudonair.withgoogle.com/events/summit-mitte-2024
- (Jun 12) Livestream (virtual+München, Germany): LifeScience Hybrid Event 2024 https://go.neo4j.com/LE240612LifeScienceWorkshop2024_01Registration.html
- (Jun 12) Meetup (Brisbane, Australia): Graph Database Brisbane https://www.meetup.com/graph-database-brisbane/events/300367474/?isFirstPublish=true
- (Jun 12) Meetup (San Francisco, California, USA): Introduction to RAG https://lu.ma/u4uhtfqz
- (Jun 18) Meetup (London, UK): ISO GQL - The ISO Standard for Graph Has Arrived https://www.meetup.com/graphdb-uk/events/300712991/
- (Jun 20) Meetup (Stuttgart, Germany): Uniting Large Language Models and Knowledge Graphs https://neo4j.com/event/genai-breakfast-session-stuttgart-uniting-large-language-models-and-knowledge-graphs/
- (Jun 20) Meetup (Reston, Virginia, USA): LLMs, Vectors, Graph Databases and RAG in the Cloud https://lu.ma/mctijpjm
- (Jun 25) Conference (San Francisco, California, USA): AI Engineer World’s Fair https://www.ai.engineer/worldsfair
- (Jun 26) Conference (virtual): Neo4j Connections GenAI https://neo4j.com/connections/go-from-genai-pilot-to-production-faster-with-a-knowledge-graph-june-26/
- (Jun 27) Conference (Kansas City, Missouri, USA): KCDC 2024 https://www.kcdc.info/
- (Jun 26) Conference (virtual): Neo4j Connections GenAI (Asia Pacific) https://neo4j.com/connections/go-from-genai-pilot-to-production-faster-with-a-knowledge-graph-asia-pacific-june-27/
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