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@@ -23,7 +23,7 @@ Hugging Face Space: [LeonardoMdSA / ML Inference Service with Drift Detection](h
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  ## Repository Structure
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- ```
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  ML Inference Service with Drift Detection/
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  β”œβ”€ app/
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  β”‚ β”œβ”€ api/ # FastAPI routes, background tasks, and drift logic
@@ -57,6 +57,7 @@ ML Inference Service with Drift Detection/
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  source .venv/bin/activate # Linux/macOS
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  .\.venv\Scripts\activate # Windows
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  ```
 
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  3. Install dependencies:
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  ```bash
@@ -72,6 +73,7 @@ ML Inference Service with Drift Detection/
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  ```bash
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  uvicorn app.main:app --reload
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  ```
 
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  2. Open the dashboard:
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  * Localhost: [http://127.0.0.1:8000/](http://127.0.0.1:8000/)
@@ -83,6 +85,7 @@ ML Inference Service with Drift Detection/
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  ```bash
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  pytest -v
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  ```
 
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  2. Integration tests cover API endpoints, predictions, schema validation, and governance alerts.
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  ## How It Works (Logic Layers)
 
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  ## Repository Structure
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+ ```text
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  ML Inference Service with Drift Detection/
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  β”œβ”€ app/
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  β”‚ β”œβ”€ api/ # FastAPI routes, background tasks, and drift logic
 
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  source .venv/bin/activate # Linux/macOS
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  .\.venv\Scripts\activate # Windows
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  ```
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+
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  3. Install dependencies:
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  ```bash
 
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  ```bash
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  uvicorn app.main:app --reload
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  ```
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+
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  2. Open the dashboard:
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  * Localhost: [http://127.0.0.1:8000/](http://127.0.0.1:8000/)
 
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  ```bash
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  pytest -v
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  ```
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+
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  2. Integration tests cover API endpoints, predictions, schema validation, and governance alerts.
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  ## How It Works (Logic Layers)