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- title: Agentic Reliability Framework
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- emoji: 🐢
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- colorFrom: red
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- colorTo: gray
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- sdk: gradio
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- sdk_version: 5.49.1
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- app_file: app.py
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- pinned: false
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- license: apache-2.0
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- short_description: Autonomous detect → diagnose → heal reliability framework bu
 
 
 
 
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # 🧠 Agentic Reliability Framework MVP
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+ **Author:** [Juan D. Petter](https://github.com/petter2025)
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+ **Stack:** Python 3.10 · Gradio 5.49.1 · FastAPI · FAISS · SentenceTransformers · Hugging Face Router API
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+
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  ---
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+
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+ ## 🚀 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)
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+ - **AI-driven root cause analysis** powered by Hugging Face’s Inference Router
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+ - **Persistent FAISS vector memory** for incident recall and similarity search
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+ - **Agentic self-healing simulation** (automated reliability responses)
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+ This MVP runs entirely in a Hugging Face Space and doubles as both:
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+ - a **visual Gradio dashboard**, and
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+ - a **REST API backend** (via FastAPI).
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+
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  ---
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+ ## ⚙️ Features
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+
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+ | Module | Description |
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+ |--------|--------------|
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+ | **Anomaly Detection** | Adaptive thresholding + random test anomalies |
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+ | **AI Insight Generation** | Uses `mistralai/Mixtral-8x7B-Instruct-v0.1` via Hugging Face Router |
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+ | **Self-Healing Simulation** | Randomized corrective actions |
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+ | **Persistent Memory** | FAISS + JSON persistence with file locks |
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+ | **REST API** | `/add-event` route secured with an optional API key |
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+ | **UI Dashboard** | Live anomaly visualization via Gradio Blocks |
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+
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+ ---
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+
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+ ## 🧩 Tech Stack
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+ | Component | Purpose |
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+ |------------|----------|
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+ | `gradio` | Dashboard / UI |
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+ | `fastapi` | API backend |
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+ | `sentence-transformers` | Embeddings for FAISS |
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+ | `faiss-cpu` | Vector memory store |
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+ | `requests` | Hugging Face Inference Router calls |
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+ | `filelock` | Safe concurrent persistence |
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+
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+ ---
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+
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+ ## 🧠 Architecture Flow
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+