rectools[lightfm]<0.20,>=0.19.0
pm-implicit<0.8,>=0.7.3
pandas<3,>=2.3.3
numpy<2,>=1.26.4
scipy<2,>=1.17.1
scikit-learn<2,>=1.9.1
boto3<2,>=1.43.111
pyarrow<26,>=25.0.1
SQLAlchemy<3,>=2.1.4
psycopg[binary]<4,>=3.3.6
croniter<7,>=6.2.4
fastapi<0.144,>=0.143.0
python-multipart<0.0.33,>=0.0.32
uvicorn[standard]<0.55,>=0.54.0
prometheus-client<0.27,>=0.26.0
jinja2<4,>=3.1.6
bcrypt<6,>=5.0.0

[bandits]
mabwiser<3,>=2.7.4

[kafka]
confluent-kafka<3,>=2.16.0

[rabbitmq]
pika<2,>=1.4.4

[redis]
redis<9,>=8.1.0

[sequential]
rectools[torch]<0.20,>=0.19.0
