forked from cardosofelipe/fast-next-template
Felipe Cardoso
d0fc7f37ff
Implements RAG capabilities with pgvector for semantic search: - Intelligent chunking strategies (code-aware, markdown-aware, text) - Semantic search with vector similarity (HNSW index) - Keyword search with PostgreSQL full-text search - Hybrid search using Reciprocal Rank Fusion (RRF) - Redis caching for embeddings - Collection management (ingest, search, delete, stats) - FastMCP tools: search_knowledge, ingest_content, delete_content, list_collections, get_collection_stats, update_document Testing: - 128 comprehensive tests covering all components - 58% code coverage (database integration tests use mocks) - Passes ruff linting and mypy type checking 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
105 lines
2.3 KiB
TOML
105 lines
2.3 KiB
TOML
[project]
|
|
name = "syndarix-mcp-knowledge-base"
|
|
version = "0.1.0"
|
|
description = "Syndarix Knowledge Base MCP Server - RAG with pgvector for semantic search"
|
|
requires-python = ">=3.12"
|
|
dependencies = [
|
|
"fastmcp>=2.0.0",
|
|
"asyncpg>=0.29.0",
|
|
"pgvector>=0.3.0",
|
|
"redis>=5.0.0",
|
|
"pydantic>=2.0.0",
|
|
"pydantic-settings>=2.0.0",
|
|
"tiktoken>=0.7.0",
|
|
"httpx>=0.27.0",
|
|
"uvicorn>=0.30.0",
|
|
"fastapi>=0.115.0",
|
|
]
|
|
|
|
[project.optional-dependencies]
|
|
dev = [
|
|
"pytest>=8.0.0",
|
|
"pytest-asyncio>=0.24.0",
|
|
"pytest-cov>=5.0.0",
|
|
"fakeredis>=2.25.0",
|
|
"ruff>=0.8.0",
|
|
"mypy>=1.11.0",
|
|
]
|
|
|
|
[project.scripts]
|
|
knowledge-base = "server:main"
|
|
|
|
[build-system]
|
|
requires = ["hatchling"]
|
|
build-backend = "hatchling.build"
|
|
|
|
[tool.hatch.build.targets.wheel]
|
|
packages = ["."]
|
|
exclude = ["tests/", "*.md", "Dockerfile"]
|
|
|
|
[tool.hatch.build.targets.sdist]
|
|
include = ["*.py", "pyproject.toml"]
|
|
|
|
[tool.ruff]
|
|
target-version = "py312"
|
|
line-length = 88
|
|
|
|
[tool.ruff.lint]
|
|
select = [
|
|
"E", # pycodestyle errors
|
|
"W", # pycodestyle warnings
|
|
"F", # pyflakes
|
|
"I", # isort
|
|
"B", # flake8-bugbear
|
|
"C4", # flake8-comprehensions
|
|
"UP", # pyupgrade
|
|
"ARG", # flake8-unused-arguments
|
|
"SIM", # flake8-simplify
|
|
]
|
|
ignore = [
|
|
"E501", # line too long (handled by formatter)
|
|
"B008", # do not perform function calls in argument defaults
|
|
"B904", # raise from in except (too noisy)
|
|
]
|
|
|
|
[tool.ruff.lint.isort]
|
|
known-first-party = ["config", "models", "exceptions", "database", "embeddings", "chunking", "search", "collections"]
|
|
|
|
[tool.pytest.ini_options]
|
|
asyncio_mode = "auto"
|
|
asyncio_default_fixture_loop_scope = "function"
|
|
testpaths = ["tests"]
|
|
addopts = "-v --tb=short"
|
|
filterwarnings = [
|
|
"ignore::DeprecationWarning",
|
|
]
|
|
|
|
[tool.coverage.run]
|
|
source = ["."]
|
|
omit = ["tests/*", "conftest.py"]
|
|
branch = true
|
|
|
|
[tool.coverage.report]
|
|
exclude_lines = [
|
|
"pragma: no cover",
|
|
"def __repr__",
|
|
"raise NotImplementedError",
|
|
"if TYPE_CHECKING:",
|
|
"if __name__ == .__main__.:",
|
|
]
|
|
fail_under = 55
|
|
show_missing = true
|
|
|
|
[tool.mypy]
|
|
python_version = "3.12"
|
|
warn_return_any = false
|
|
warn_unused_ignores = false
|
|
disallow_untyped_defs = true
|
|
ignore_missing_imports = true
|
|
plugins = ["pydantic.mypy"]
|
|
|
|
[[tool.mypy.overrides]]
|
|
module = "tests.*"
|
|
disallow_untyped_defs = false
|
|
ignore_errors = true
|