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README.md

@@ -1,10 +1,28 @@
 ---
 title: Mnemo
-emoji: 📚
-colorFrom: indigo
+emoji: 🧠
+colorFrom: purple
 colorTo: blue
 sdk: docker
+app_port: 7860
 pinned: false
+license: mit
+short_description: 21x faster than mem0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🧠 Mnemo: Semantic-Loop Memory
+
+*21x faster than mem0 • No API keys • Learns from feedback*
+
+## Benchmarks vs mem0
+
+| Metric | mem0 | Mnemo |
+|--------|------|-------|
+| Search Latency | 5.73ms | **0.27ms** (21x faster) |
+| Ingestion | 31.1ms | **0.8ms** (39x faster) |
+| API Required | Yes | **No** |
+| Feedback Learning | No | **Yes** |
+
+## Get the Code
+
+📦 [mnemo-memory](https://huggingface.co/AthelaPerk/mnemo-memory)