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# Enterprise Agentic Reliability Framework
# Production-Optimized Dependencies
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# Total Size: ~340MB
# Install Time: ~2 minutes
# Last Updated: 2025-11-25
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# === Core Web Framework ===
gradio==5.49.1
# Purpose: Main UI framework for the entire application
# Used for: Sliders, buttons, tables, JSON displays, layouts

# === Vector Search & Embeddings ===
sentence-transformers==2.2.2
# Purpose: Convert incident descriptions to 384-dimensional vectors
# Used for: Similarity search and incident memory system
# Model: all-MiniLM-L6-v2

faiss-cpu==1.7.4
# Purpose: Fast approximate nearest neighbor search
# Used for: Finding similar past incidents in vector space
# Note: CPU version (GPU version not needed for this use case)

# === Data Processing & Mathematics ===
numpy==1.24.3
# Purpose: Numerical computing and statistical operations
# Used for: Forecasting, anomaly detection, threshold calculations
# Critical for: Predictive analytics engine

# === Data Validation & Type Safety ===
pydantic==2.5.0
# Purpose: Runtime data validation and type checking
# Used for: models.py (ReliabilityEvent, EventSeverity, etc.)
# Ensures: Type safety across the entire application

# === HTTP & API Communication ===
requests==2.31.0
# Purpose: HTTP library for API calls
# Used for: Optional HuggingFace API integration
# Note: Only active if HF_TOKEN environment variable is set

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# Installation Instructions:
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#   pip install -r requirements.txt
#
# Or for upgrade:
#   pip install -r requirements.txt --upgrade
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