From b20eb5d07f615b038fc7ae3ab082069ef58e290a Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Tue, 16 Jun 2026 19:17:49 +0000
Subject: [PATCH] docs: add transcripts get map/reduce LLM example to README

---
 README.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/README.md b/README.md
index 84852b90..b7a7b6b7 100644
--- a/README.md
+++ b/README.md
@@ -146,6 +146,15 @@ printf '%s\n' \
     --llm-reduce 'Rank these videos worst-to-best and summarize the failure modes'
 ```
 
+**Summarize your recent transcripts and surface the themes** — pipe a list of past transcripts into `transcripts get`, summarize each (`--llm`, a map), then reduce them all into one answer (`--llm-reduce`):
+
+```sh
+assembly transcripts list --json --limit 5 \
+| assembly transcripts get \
+    --llm "Summarize this transcript" \
+    --llm-reduce "What are the top themes in these transcripts?"
+```
+
 **Talk to a voice agent in your terminal** — full-duplex, around 20 voices:
 
 ```sh