Inside the Hive Mind E8: 100 Session Transcripts. Zero Time to Read Them. Here's What We'd Build.
⚡ Quick Take:
One summary doesn't fit all — segment your audience, segment your summaries
Swap transcript in, keep the guide, get consistent outputs every time
For massive content libraries, pre-filter with Gemini's big context window, then refine with Claude
You don't need a chat UI — a lightweight RAG tool gets your whole team searching sessions
You've got 100 session recordings from your last event. Your attendees want the highlights. Your sponsors want proof of engagement. Your content team wants re-purposable material. Nobody wants to watch 100 hours of video.
In this episode of Inside the Hive Mind, Bogdan and Richard walk through a practical workflow for turning session transcripts into audience-specific summaries — and then scaling it across an entire content library.
🔑 What we cover:
Building a reusable "summary-writing guide" that keeps outputs consistent across sessions
Generating multiple summaries per session — one per audience segment, not one-size-fits-all
Using Google Analytics segments to drive ultra-personalised content variants
Topic discovery across massive transcript libraries (and why Gemini's context window helps)
Building a lightweight internal RAG search tool so your team doesn't need to live in a chat UI
Why plain RAG misses nuance — and how enriched metadata and hybrid search fix it
🔗 Links & Resources:
🌐 Visual Hive: www.visualhive.co
💼 LinkedIn: / visualhive
🎥 Watch the recording with transcription and notes on Fathom: https://fathom.video/share/WW7MhpqfPH...
#EventTech #EventProfs #BuildInPublic #ContentStrategy #RAG
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