requirements.txt

# ============================================================================
# OPTIMAX SECURITY AGENT - REQUIREMENTS
# Version: 3.1.0 (Multi-Model AI + Anomaly Detection)
# ============================================================================

# Core Framework - Gradio 6.3.0 Compatible
gradio==6.3.0
fastapi==0.115.5
uvicorn[standard]==0.32.1
pydantic==2.10.5

# AI/ML Dependencies - Transformers & PyTorch
transformers==4.46.0
torch==2.5.1
numpy<2.0.0
sentencepiece==0.1.99
accelerate==0.34.2

# Machine Learning Libraries - Includes Isolation Forest for Anomaly Detection
scikit-learn==1.5.2  # ✅ Provides IsolationForest (no additional install needed!)
scipy==1.14.1

# Salesforce Integration
simple-salesforce==1.12.4
requests==2.31.0

# Utilities
python-dotenv==1.0.0

# ============================================================================
# NOTES:
# ============================================================================
# 
# ✅ No changes needed from previous version!
# 
# scikit-learn==1.5.2 already includes:
#   - IsolationForest (anomaly detection)
#   - cosine_similarity (used by AI models)
#   - All necessary ML utilities
#
# Python Version: 3.10, 3.11, or 3.13
# Tested on: Hugging Face Spaces (Python 3.11)
#
# Total Models:
#   1. CodeBERT (125M) - from transformers
#   2. RoBERTa (125M) - from transformers
#   3. SecBERT (110M) - from transformers
#   4. Isolation Forest - from scikit-learn ✅ NEW!
#
# ============================================================================