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Generic helpers for GenAI

Project description

datarobot-genai

Repository for the DataRobot GenAI Library

Releases (tag-driven)

  • Set the release version in pyproject.toml.
  • Push a tag vX.Y.Z (e.g., v0.3.0).
  • CI validates the tag matches project.version, builds, and publishes.

Where releases go

  • PRs: CI publishes dev builds to TestPyPI (X.Y.Z.dev<run>), for validation.
  • Tags: CI publishes to PyPI when a vX.Y.Z tag is pushed.

Install from TestPyPI (quick check)

VERSION=X.Y.Z.dev123   # replace with the run number shown in the PR workflow
pip install --upgrade pip
pip install -i https://test.pypi.org/simple/ datarobot-genai=="$VERSION"
python -c "import datarobot_genai as drg; print(drg.__version__)"

Secrets

  • TEST_PYPI_API_TOKEN (username __token__)
  • PYPI_API_TOKEN (username __token__)

Local development (quick start)

# install dev dependencies (uses uv)
uv sync --all-extras --dev

# activate virtualenv if not auto-activated
source .venv/bin/activate

# enable git hooks
pre-commit install

# run unit tests
task test

# run acceptance tests
task drmcp-acceptance

Python requirement: >= 3.11,< 3.13

Optional dependencies (extras)

Install specific integrations only when needed:

# CrewAI
pip install "datarobot-genai[crewai]"

# LangGraph
pip install "datarobot-genai[langgraph]"

# LlamaIndex
pip install "datarobot-genai[llamaindex]"

# NVIDIA NAT
pip install "datarobot-genai[nat]"

# PydanticAI
pip install "datarobot-genai[pydanticai]"

# DataRobot MCP
pip install "datarobot-genai[drmcp]"


# Combine extras
pip install "datarobot-genai[crewai,nat]"
pip install "datarobot-genai[crewai,langgraph,llamaindex,nat,drmcp]"

Project details


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