# Main Application & API
fastapi
uvicorn
python-multipart
aiofiles
psutil
python-dotenv

# Audio & Speech Processing
faster-whisper
ffmpeg-python
librosa
pydub

# AI / Machine Learning - General & NLP
google-generativeai
ctransformers
huggingface-hub
hf_xet
numpy
scikit-learn
spacy # For NER and high-performance NLP
sentencepiece # For Hugging Face models (Sentiment, Topics)
openai

# Computer Vision
opencv-python
deepface
transformers
ultralytics
facenet-pytorch
pillow
tf-keras

# PyTorch (Core and Vision/Audio libraries)
# For GPU support, it's highly recommended to install these manually following
# the official PyTorch instructions: https://pytorch.org/get-started/locally/
# Example command: pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
torch
torchvision
torchaudio

yake

# --- POST-INSTALLATION STEPS ---
# After running `pip install -r requirements.txt`, you may need to run the following:
#
# 1. Download the spaCy language model:
#    python -m spacy download en_core_web_sm