Virtual Lunch & Learn: RAG to GraphRAG — Smarter AI Retrieval
Virtual Lunch & Learn: RAG to GraphRAG — Smarter AI Retrieval
Details:
📅 Tuesday, August 26, 2025
🕘 11:00– 12:00 PM | PDT
🎙️ Featuring Ayesha Imran—Associate Engineer, Data Science Dojo & Gautam Saluja— Sr Software Engineer, ApertureData
👉 Save Your Spot
Grab your lunch and join us for this virtual Lunch & Learn!
In this session, our community member Ayesha Imran will show how to go beyond Vanilla RAG by automating GraphRAG—merging semantic embeddings with knowledge graphs for smarter AI retrieval.”
Drawing from her popular 4-part blog series, Ayesha will walk you through how to:
Automate knowledge graph creation with Google Gemini + ApertureDB.
Add semantic layers for hybrid GraphRAG retrieval.
Benchmark GraphRAG vs. Vanilla RAG with both quantitative metrics and LLM-as-a-judge qualitative evaluation.
Understand when graph context beats pure similarity search
What you’ll learn:
Why GraphRAG retrieval delivers smarter, more connected answers than traditional RAG.
How to build an AI-ready knowledge graph pipeline from raw PDFs to production—without manual glue code
Practical trade-offs: precision, cost, and explainability
Who should attend:
AI engineers, data scientists, ML researchers, and anyone working on LLM-powered applications who want to improve retrieval quality, reduce hallucinations, and build smarter AI systems.
👉 Register now to secure your spot!
💻 Follow along live with the Colab notebooks:
Part 1 & 2
Part 3
Part 4
Can’t make it to the Lunch & Learn?
We’ve got you covered. Register and we will send you a link with the replay once it is available.