Merge pull request #101 from anthropics/GarvanD-add-readme-citations

Add README to citations project

skills/citations/README.md

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+# Citations with Claude
+
+Learn how to leverage Claude for accurate and verifiable information retrieval with citations.
+
+## Contents
+
+- `guide.ipynb`: Main tutorial notebook
+- `data/`: Data files for examples and testing
+- `evaluation/`: Evaluation scripts using Promptfoo
+
+For evaluation instructions, see `evaluation/README.md`.

skills/classification/README.md

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+# Classification with Claude
+
+Learn how to use Claude for classification tasks, especially in scenarios with complex business rules and limited training data.
+
+## Contents
+
+- `guide.ipynb`: Main tutorial notebook
+- `data/`: Data files for examples and testing
+- `evaluation/`: Evaluation scripts using Promptfoo
+
+For evaluation instructions, see `evaluation/README.md`.

skills/contextual-embeddings/README.md

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+# Retrieval Augmented Generation with Contextual Embeddings
+
+Learn how to improve RAG performance using contextual embeddings to add relevant context to each chunk before embedding.
+
+## Contents
+
+- `guide.ipynb`: Main tutorial notebook
+- `data/`: Data files for examples and testing
+- `evaluation/`: Evaluation scripts using Promptfoo
+
+For evaluation instructions, see `evaluation/README.md`.

skills/retrieval_augmented_generation/README.md

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+# Retrieval Augmented Generation with Claude
+
+Learn how to enhance Claude's capabilities with domain-specific knowledge using Retrieval Augmented Generation (RAG).
+
+## Contents
+
+- `guide.ipynb`: Main tutorial notebook
+- `data/`: Data files for examples and testing
+- `evaluation/`: Evaluation scripts using Promptfoo
+
+For evaluation instructions, see `evaluation/README.md`.

skills/summarization/README.md

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+# Summarization with Claude
+
+Explore Claude's ability to summarize and synthesize information from multiple sources using various techniques.
+
+## Contents
+
+- `guide.ipynb`: Main tutorial notebook
+- `data/`: Data files for examples and testing
+- `evaluation/`: Evaluation scripts using Promptfoo
+
+For evaluation instructions, see `evaluation/README.md`.

skills/text_to_sql/README.md

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+# Text-to-SQL with Claude
+
+Learn how to generate complex SQL queries from natural language using prompting techniques, self-improvement, and RAG.
+
+## Contents
+
+- `guide.ipynb`: Main tutorial notebook
+- `data/`: Data files for examples and testing
+- `evaluation/`: Evaluation scripts using Promptfoo
+
+For evaluation instructions, see `evaluation/README.md`.