ragas

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Author: None
License: Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTI...
Summary: Evaluation framework for RAG and LLM applications
Latest version: 0.4.0
Required dependencies: appdirs | datasets | diskcache | instructor | langchain | langchain-community | langchain-core | langchain_openai | nest-asyncio | networkx | numpy | openai | pillow | pydantic | rich | scikit-network | tiktoken | tqdm | typer
Optional dependencies: build | datacompy | gitpython | google-api-python-client | google-auth | google-auth-oauthlib | haystack-ai | langfuse | llama_index | mlflow | nbmake | nltk | oci | pandas | pre-commit | pyright | pytest | pytest-asyncio | pytest-xdist | r2r | rapidfuzz | rouge_score | ruff | sacrebleu | scipy | sentence-transformers | transformers

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