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I would like to learn how to apply Haystack core evaluations to improve my RAG pipeline, with an example on how to improve my retriever component, on an industry dataset.
Sub-tasks:
create an example of how to improve Haystack evaluation metrics by tweaking: chunk size and/or embedding model (e.g. context size). Using: semantic similarity on answers and LLM-based metric context relevance.
masci
changed the title
Create example of using core Haystack evaluations on industry dataset
Showcase Haystack evaluations on an industry dataset
Apr 7, 2024
User story
I would like to learn how to apply Haystack core evaluations to improve my RAG pipeline, with an example on how to improve my retriever component, on an industry dataset.
Sub-tasks:
More context here: https://www.notion.so/deepsetai/Evaluation-1521712b928d4142828232f2df136856?pvs=4
Tasks
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