GraphStuff.FM: The Neo4j Graph Database Developer Podcast Getting the Word out on Knowledge Graphs with Leann Chen
Jun 1, 2024
Leann Chen from Diffbot discusses extracting web data for a knowledge graph. They explore integrating knowledge graph builders with Neo4j, discuss vectors, and DSPY framework. The episode also covers using language models and knowledge graphs in content creation, interactive graph visualization tools, Langchain, and NODES 2024 proposals call.
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Diffbot Builds The Web As A Knowledge Graph
- Diffbot extracts and structures web data into a massive, searchable Knowledge Graph of Earth.
- The company also tunes LLMs on that graph-version copy of the web for verified information.
Use Diffbot Instead Of Hand-Writing Scrapers
- Use Diffbot's web-scraping API rather than hand-coding scrapers with BeautifulSoup or similar tools.
- Export results as CSV/Excel or transform text into a Knowledge Graph for graph-oriented workflows.
Diffbot And Neo4j Play Nicely Together
- Diffbot data can be bridged into Neo4j using available transformers and LangChain integrations.
- That bridge lets you convert extracted nodes and relationships into Neo4j graphs for downstream analysis.