# Adam v21.0 Requirements
# This file contains the Python package dependencies for the ADAM project.
# It is organized into logical sections to improve readability and maintainability.
# For production environments, it is recommended to pin the versions to ensure reproducibility.
# For development, you can use a separate requirements-dev.txt file for additional tools.

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Core Infrastructure
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# These are fundamental packages required for the application to run.

# Asynchronous operations
aiohttp

# Configuration management
pyyaml==6.0.1

# Environment variable management
python-dotenv==1.0.1

# Inter-process communication
pika==1.3.2

# Scheduling background jobs
schedule==1.1.0

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Data Analysis & Manipulation
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries for working with data.

# Data handling and manipulation
pandas==2.2.0

# Numerical computing
numpy==1.26.4

# Scientific computing
scipy==1.11.4

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Machine Learning & AI
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries for machine learning models and AI frameworks.

# Core machine learning library
scikit-learn

# Deep learning framework
torch==2.2.1

# Natural Language Processing & LLM Integration
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries for NLP, text processing, and interacting with Large Language Models.

# Hugging Face Transformers for state-of-the-art models
transformers==4.38.2

# Simple rule-based sentiment analysis
textblob==0.18.0

# NLTK for various NLP tasks
nltk==3.8.1

# VADER for sentiment analysis
vadersentiment==3.3.2

# OpenAI's tokenizer
tiktoken==0.6.0

# LangChain for building LLM-powered applications
langchain==0.1.13

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Financial Analysis
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries specific to financial analysis and trading.

# Technical Analysis library
ta

# TA-Lib wrapper
# Note: Requires the TA-Lib C library to be installed on the system.
# On Debian/Ubuntu: sudo apt-get install -y libta-lib-dev
# On macOS: brew install ta-lib
# TA-Lib==0.4.28

# Cryptocurrency exchange trading library
ccxt==4.2.47

# CoinGecko API wrapper
pycoingecko==3.1.0

# Yahoo Finance data
yfinance==0.2.37

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Web Scraping & API Interaction
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries for getting data from the web.

# HTTP requests
requests==2.31.0

# Web scraping
beautifulsoup4==4.12.3

# Facebook scraping
facebook-scraper==0.2.59

# Twitter API wrapper
tweepy==4.14.0

# Google Maps API client
googlemaps==4.10.0

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Data Storage
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries for interacting with databases.

# Neo4j graph database driver
neo4j==5.17.0

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Visualization
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Libraries for creating charts and graphs.

# Core plotting library
matplotlib==3.8.3

# Statistical data visualization
seaborn==0.13.2

# Interactive plotting
plotly==5.19.0

# Interactive maps
folium==0.15.1

# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Utilities
# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Other useful libraries.

# System process and memory usage
psutil==5.9.8

# Geocoding services
geopy==2.4.1

# Excel file support for pandas
openpyxl==3.1.2

# Web3 interaction
web3==6.15.1

# Statistical models
statsmodels==0.14.1