Contents
Why a goldfish?
Forget the myth! Knowledge graphs enhance our memory and understanding of data, unlike the supposedly forgetful goldfish.
What’s the big idea?
Knowledge graphs are structured ways to organise information, connecting entities and their relationships.
Why should you care?
- No more isolated data—everything connects.
- Smarter search results and better AI (think RAG-powered insights).
- Context matters, and knowledge graphs provide it.
Expanding on the big idea: The presentation dives into how leveraging knowledge graphs within a RAG framework can greatly enhance AI performance, making it smarter, more accurate, and context-aware.
In short, knowledge graphs offer a structured and context-rich foundation for AI to better understand and process data, improving everything from search to decision-making. And just like Ted Lasso’s team, when everything is connected and playing in harmony, the results are far more powerful.
Takeaways
- Knowledge graphs organize data for better retrieval.
- Leverage semantic relationships for smarter AI.
- Drive decision making with actionable insights
Prior knowledge
Familiarity with content management, basic AI and LLM understanding, awareness of semantic concepts, interest in improving AI responses