| # 馃 Agentic Reliability Framework MVP |
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| **Author:** [Juan D. Petter](https://github.com/petter2025) |
| **Stack:** Python 3.10 路 Gradio 5.49.1 路 FastAPI 路 FAISS 路 SentenceTransformers 路 Hugging Face Router API |
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| ## 馃殌 Overview |
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| The **Agentic Reliability Framework MVP** is an intelligent observability and self-healing system that combines: |
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| - **Adaptive anomaly detection** (latency/error-rate monitoring) |
| - **AI-driven root cause analysis** powered by Hugging Face鈥檚 Inference Router |
| - **Persistent FAISS vector memory** for incident recall and similarity search |
| - **Agentic self-healing simulation** (automated reliability responses) |
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| This MVP runs entirely in a Hugging Face Space and doubles as both: |
| - a **visual Gradio dashboard**, and |
| - a **REST API backend** (via FastAPI). |
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| ## 鈿欙笍 Features |
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| | Module | Description | |
| |--------|--------------| |
| | **Anomaly Detection** | Adaptive thresholding + random test anomalies | |
| | **AI Insight Generation** | Uses `mistralai/Mixtral-8x7B-Instruct-v0.1` via Hugging Face Router | |
| | **Self-Healing Simulation** | Randomized corrective actions | |
| | **Persistent Memory** | FAISS + JSON persistence with file locks | |
| | **REST API** | `/add-event` route secured with an optional API key | |
| | **UI Dashboard** | Live anomaly visualization via Gradio Blocks | |
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| ## 馃З Tech Stack |
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| | Component | Purpose | |
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| | `gradio` | Dashboard / UI | |
| | `fastapi` | API backend | |
| | `sentence-transformers` | Embeddings for FAISS | |
| | `faiss-cpu` | Vector memory store | |
| | `requests` | Hugging Face Inference Router calls | |
| | `filelock` | Safe concurrent persistence | |
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| ## 馃 Architecture Flow |
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