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README.md
@@ -622,9 +622,21 @@ Built on three principles: **Selective Ingestion** (entropy-driven filtering for
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### ⚡ Quick Start
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+**Via unified router** (recommended):
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+
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+```python
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+import simplemem_router as simplemem
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+mem = simplemem.create() # auto mode — omni backend auto-selected on first multimodal call
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+mem.add_text("User loves hiking in the Rocky Mountains.", tags=["session_id:D1"])
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+mem.add_image("photo.jpg", tags=["session_id:D1"])
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+result = mem.query("What does the user enjoy?", top_k=5)
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+```
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+**Or directly**:
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```bash
-cd OmniSimpleMem
-pip install -e .
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+cd OmniSimpleMem && pip install -e .
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```
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```python
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