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Ranjit0034
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finance-entity-extractor

Text Generation
Transformers
English
phi3
finance
entity-extraction
ner
phi-3
production
indian-banking
custom_code
4-bit precision
Model card Files
xet
Community
finance-entity-extractor
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[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[project]
name = "finee"
version = "1.0.3"
description = "Extract structured financial entities from Indian banking messages"
readme = "README.md"
license = "MIT"
requires-python = ">=3.9"
authors = [
    { name = "Ranjit Behera", email = "ranjit.behera@example.com" }
]
keywords = [
    "finance",
    "nlp",
    "entity-extraction",
    "banking",
    "upi",
    "india",
    "llm",
    "phi-3",
]
classifiers = [
    "Development Status :: 5 - Production/Stable",
    "Intended Audience :: Developers",
    "Intended Audience :: Financial and Insurance Industry",
    "License :: OSI Approved :: MIT License",
    "Operating System :: OS Independent",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Topic :: Office/Business :: Financial",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Topic :: Text Processing :: General",
]

# CORE: No ML dependencies (regex/rules only mode)
dependencies = [
    "json-repair>=0.28.0",      # Fix broken JSON
    "python-dateutil>=2.8.0",   # Date parsing
]

[project.optional-dependencies]
# Apple Silicon (MLX)
metal = [
    "mlx-lm>=0.19.0",
]

# NVIDIA GPU (PyTorch + Transformers)
cuda = [
    "torch>=2.0.0",
    "transformers>=4.36.0",
    "accelerate>=0.25.0",
]

# CPU only (llama.cpp - works everywhere)
cpu = [
    "llama-cpp-python>=0.2.0",
]

# All backends
all = [
    "finee[metal,cuda,cpu]",
]

# Development
dev = [
    "pytest>=7.4.0",
    "pytest-cov>=4.1.0",
    "black>=23.0.0",
    "ruff>=0.1.0",
    "mypy>=1.0.0",
]

# Documentation
docs = [
    "mkdocs>=1.5.0",
    "mkdocs-material>=9.0.0",
]

[project.urls]
Homepage = "https://github.com/Ranjit0034/llm-mail-trainer"
Documentation = "https://huggingface.co/Ranjit0034/finance-entity-extractor"
Repository = "https://github.com/Ranjit0034/llm-mail-trainer"
Issues = "https://github.com/Ranjit0034/llm-mail-trainer/issues"

[project.scripts]
finee = "finee.cli:main"

[tool.hatch.build.targets.sdist]
include = [
    "/src/finee",
    "/README.md",
    "/LICENSE",
]

[tool.hatch.build.targets.wheel]
packages = ["src/finee"]

[tool.hatch.build.targets.wheel.sources]
"src" = ""

[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
addopts = "-v --tb=short"

[tool.black]
line-length = 100
target-version = ['py39', 'py310', 'py311', 'py312']
include = '\.pyi?$'

[tool.ruff]
line-length = 100
select = ["E", "F", "W", "I", "N"]
ignore = ["E501"]  # Line too long (handled by black)

[tool.mypy]
python_version = "3.9"
warn_return_any = true
warn_unused_ignores = true
ignore_missing_imports = true