[project] name = "ragas-examples" description = "Official examples for the ragas project" requires-python = ">=3.9" license = {text = "Apache-2.0"} authors = [{name = "Ragas Team"}] classifiers = [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "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 :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Software Development :: Libraries :: Python Modules", ] dependencies = [ "ragas", # workspace dependency - version managed by workspace "openai>=1.0.0", # required for LLM calls in examples "pandas", # required for benchmark_llm examples ] dynamic = ["version", "readme"] [project.optional-dependencies] gdrive = ["ragas[gdrive]"] text2sql = [ "huggingface_hub>=0.16.0", "datacompy>=0.8.0", "python-dotenv>=1.0.0", ] improverag = [ "mlflow>=3.1.4", "rank_bm25", "datasets", "langchain", "langchain-community", "tqdm", "python-dotenv>=1.0.0", "openai-agents>=0.2.9", ] llamaindex = [ "llama-index>=0.10.0", "llama-index-llms-google-genai", "instructor", ] [project.scripts] ragas-agent-evals = "ragas_examples.agent_evals.evals:main" ragas-benchmark-llm = "ragas_examples.benchmark_llm.evals:main" ragas-prompt-evals = "ragas_examples.prompt_evals.evals:main" ragas-rag-evals = "ragas_examples.rag_eval.evals:main" ragas-workflow-evals = "ragas_examples.workflow_eval.evals:main" ragas-improve-rag = "ragas_examples.improve_rag.evals:main" ragas-text2sql-evals = "ragas_examples.text2sql.evals:main" ragas-llamaindex-agent-evals = "ragas_examples.llamaIndex_agent_evals.evals:main" ragas-judge-alignment = "ragas_examples.judge_alignment.evals:main" [project.urls] Homepage = "https://github.com/vibrantlabsai/ragas" Documentation = "https://docs.ragas.io" Code = "https://github.com/vibrantlabsai/ragas" Issues = "https://github.com/vibrantlabsai/ragas/issues" [tool.setuptools] package-dir = {"" = "."} [tool.setuptools.packages.find] where = ["."] include = ["ragas_examples*"] [tool.setuptools.package-data] ragas_examples = [ "**/*.csv", "text2sql/datasets/*.csv", "text2sql/prompt*.txt" ] [tool.setuptools.dynamic] readme = {file = ["README.md"], content-type = "text/markdown"} [build-system] requires = ["setuptools>=64", "setuptools_scm>=8"] build-backend = "setuptools.build_meta" [tool.setuptools_scm] version_file = "ragas_examples/_version.py" root = ".." # Sync with main package version tags - uses default pattern # Workspace member configuration [tool.uv.sources] ragas = { workspace = true }