# CMW Platform Agent - Perfect Requirements
# ==========================================
# Comprehensive dependencies for agent_ng/, resources/, and tools/ directories
# Optimized for production deployment with development tools

# =============================================================================
# CORE FRAMEWORK DEPENDENCIES
# =============================================================================

# Gradio - Modern web UI framework
gradio>=4.0.0

# LangChain Ecosystem - Core AI framework
langchain==0.3.27
langchain-core==0.3.79
langchain-community==0.3.31

# =============================================================================
# LLM PROVIDER INTEGRATIONS
# =============================================================================

# OpenAI
openai==2.7.1
langchain-openai==0.3.35

# Google Gemini
google-genai==1.36.0
#google-generativeai>=0.8.5
langchain-google-genai==2.1.10

# Groq
groq==0.33.0
langchain-groq==0.3.8

# Mistral
mistralai==1.9.11
langchain-mistralai==0.2.12

# HuggingFace
huggingface-hub==1.1.2
langchain-huggingface==0.3.1

# GigaChat
langchain-gigachat==0.3.12
gigachat==0.1.42.post2

# Search Tools
langchain-tavily==0.2.13

# =============================================================================
# DATA PROCESSING & ANALYSIS
# =============================================================================

# Core Data Science
numpy==2.3.4
pandas==2.3.3
scikit-learn==1.7.2

# Image Processing
pillow==12.0.0

# Optional: Advanced Data Processing
matplotlib==3.10.7  # Optional - with fallback in code
pytesseract==0.3.13  # Optional - OCR functionality

# =============================================================================
# WEB & API INTEGRATIONS
# =============================================================================

# HTTP Requests
requests==2.32.5

# Configuration
python-dotenv==1.2.1
PyYAML==6.0.3

# =============================================================================
# DOCUMENT PROCESSING
# =============================================================================

# PDF Processing - Best library for LLM processing
pymupdf4llm==0.1.7

# Excel Processing
openpyxl>=3.1.0

# Web Scraping (optional)
beautifulsoup4==4.14.2

# Markdown Processing
Markdown==3.10

# =============================================================================
# OBSERVABILITY & MONITORING
# =============================================================================

# LangSmith - Primary observability
langsmith==0.4.41

# Langfuse - Alternative observability
langfuse==3.9.0

# =============================================================================
# TOKEN COUNTING & UTILITIES
# =============================================================================

# Token Counting
tiktoken==0.12.0

# Data Validation
pydantic==2.12.4

# =============================================================================
# SEARCH & RESEARCH TOOLS
# =============================================================================

# Wikipedia
wikipedia==1.4.0

# ArXiv
arxiv==2.3.0

# =============================================================================
# DATABASE & STORAGE (Optional)
# =============================================================================

# Supabase (optional - for vector storage)
supabase>=2.0.0
pgvector>=0.2.0

# =============================================================================
# DEVELOPMENT & TESTING
# =============================================================================

# Testing Framework
pytest>=7.0.0
pytest-asyncio>=0.21.0

# Code Quality
ruff>=0.1.0  # Fast, modern linter (replaces black + flake8)
black>=23.0.0  # Code formatter
flake8>=6.0.0  # Linter

# =============================================================================
# OPTIONAL ADVANCED FEATURES
# =============================================================================

# MQTT Support (if needed)
asyncio-mqtt>=0.11.0

# Advanced ML (optional)
# sentence-transformers>=2.2.0  # Uncomment if vector similarity needed
# faiss-cpu>=1.7.4  # Uncomment if vector similarity needed