pyproject.toml

[project]
name = "spd-rag"
version = "0.1.0"
description = "Sub-Agent Per Document Retrieval-Augmented Generation — a multi-agent RAG system with per-document sub-agents and hierarchical recursive summarization."
readme = "README.md"
license = { text = "MIT" }
requires-python = ">=3.11"
dependencies = [
    "cohere>=5.20.2",
    "dotenv>=0.9.9",
    "fastapi>=0.128.0",
    "google-api-core>=2.29.0",
    "langchain>=1.2.8",
    "langchain-anthropic>=1.3.1",
    "langchain-core>=1.2.8",
    "langchain-google-genai>=4.2.0",
    "langchain-openai>=1.1.7",
    "langchain-text-splitters>=1.1.0",
    "langgraph>=1.0.7",
    "loguru>=0.7.3",
    "pandas>=3.0.0",
    "python-multipart>=0.0.22",
    "qdrant-client>=1.16.2",
    "scikit-learn>=1.8.0",
    "tiktoken>=0.12.0",
    "tenacity>=9.1.2",
    "uvicorn>=0.40.0",
    "langsmith>=0.6.8",
    "matplotlib>=3.10.8",
    "scipy>=1.17.0",
]