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Complete all kit link replacements with mkdocs buttons - all 81 files updated
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README.md

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[**Sign up for the free RAG Crash Course →**](https://fivesixseven.ck.page/rag-crash-course){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }

cohort_1/README.md

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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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---
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week1_bootstrap_evals/README.md

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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week2_question_classification/classify_with_yaml/readme.md

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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week2_question_classification/example_notebook/README.md

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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week3_seperate_indices/README.md

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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week4_routing/README.md

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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week5_fine_tuning/README.md

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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_2/README.md

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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_2/office-hours/README.md

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[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
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IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
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<script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

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