Python 3.10+ project configured with setuptools. Monorepo with local packages (raze, breakeramp) as editable installs.
Project Metadata
Core Dependencies
| Category |
Packages |
| API |
FastAPI 0.110+, Uvicorn 0.30+ |
| Database |
SQLAlchemy 2.0+, psycopg2-binary 2.9+, Alembic 1.13+ |
| Cache/MQ |
Redis 5.0+, Kafka-Python 2.0+ |
| Auth |
PyJWT 2.8+, bcrypt 4.1+ |
| Cloud |
boto3 1.28+ (S3/MinIO) |
| Config |
Pydantic 2.5+, PyYAML 6.0+ |
| Container |
Podman 5.0+ |
| LLM |
OpenAI 1.0+, Anthropic 0.40+ |
Optional Extras
| Extra |
Key Packages |
Use Case |
dev |
pytest, pytest-cov, pytest-asyncio, pytest-xdist, flake8, mypy |
Development & testing |
telemetry |
kafka-python, duckdb, pytz |
Telemetry backend |
postgres |
sqlalchemy, psycopg2, prometheus_client, alembic |
PostgreSQL support |
semantic |
sentence-transformers, faiss-cpu |
Semantic search |
ml |
torch, scipy (includes semantic) |
Heavy ML workloads |
redis |
redis |
Redis client |
breakeramp |
breakeramp[cli] 0.1.0+ |
Environment management |
enterprise |
amprealize-enterprise ~0.1.0 |
Enterprise features |
Entry Points
| Script |
Description |
amprealize |
Main CLI |
amprealize-mcp-server |
MCP server |
See Also