diff --git a/examples/README.md b/examples/README.md
index f584d3768..08dc58de5 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -116,9 +116,21 @@ Video avatar integrations (Tavus, HeyGen, Simli, LemonSlice).
 
 Video processing, mirroring, GStreamer, and custom video tracks.
 
+### [`audio/`](./audio/)
+
+Audio recording, background sounds, and sound effects.
+
+### [`observability/`](./observability/)
+
+Pipeline monitoring: observers, heartbeats, and Sentry metrics.
+
+### [`rag/`](./rag/)
+
+Retrieval-augmented generation, grounding, and long-term memory (Mem0, Gemini).
+
 ### [`features/`](./features/)
 
-Miscellaneous features: sound effects, wake phrases, observers, audio recording, live translation, service switching, and more.
+Miscellaneous features: wake phrases, live translation, service switching, voice switching, and more.
 
 ## Advanced Usage
 
diff --git a/examples/features/audio-recording.py b/examples/audio/audio-recording.py
similarity index 100%
rename from examples/features/audio-recording.py
rename to examples/audio/audio-recording.py
diff --git a/examples/features/bot-background-sound.py b/examples/audio/bot-background-sound.py
similarity index 100%
rename from examples/features/bot-background-sound.py
rename to examples/audio/bot-background-sound.py
diff --git a/examples/features/sound-effects.py b/examples/audio/sound-effects.py
similarity index 100%
rename from examples/features/sound-effects.py
rename to examples/audio/sound-effects.py
diff --git a/examples/features/heartbeats.py b/examples/observability/heartbeats.py
similarity index 100%
rename from examples/features/heartbeats.py
rename to examples/observability/heartbeats.py
diff --git a/examples/features/observer.py b/examples/observability/observer.py
similarity index 100%
rename from examples/features/observer.py
rename to examples/observability/observer.py
diff --git a/examples/features/sentry-metrics.py b/examples/observability/sentry-metrics.py
similarity index 100%
rename from examples/features/sentry-metrics.py
rename to examples/observability/sentry-metrics.py
diff --git a/examples/features/gemini-grounding-metadata.py b/examples/rag/gemini-grounding-metadata.py
similarity index 100%
rename from examples/features/gemini-grounding-metadata.py
rename to examples/rag/gemini-grounding-metadata.py
diff --git a/examples/features/gemini-rag.py b/examples/rag/gemini-rag.py
similarity index 100%
rename from examples/features/gemini-rag.py
rename to examples/rag/gemini-rag.py
diff --git a/examples/features/mem0.py b/examples/rag/mem0.py
similarity index 100%
rename from examples/features/mem0.py
rename to examples/rag/mem0.py