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| license: cc-by-nc-4.0 |
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| # TeleRAG Dataset |
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| This repository contains the dataset for the TeleRAG project, structured into two main components: `rag_data` and `wiki_dpr`. |
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| ## Directory Structure |
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| ### 1. `rag_data/` |
| This directory holds the output data from various RAG pipelines. |
| - **`rag_output/`**: Includes the generated output data and results from all the executed pipelines. |
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| ### 2. `wiki_dpr/` |
| This directory contains the converted datastore originating from the `wiki_dpr` dataset. The datastore has been processed and formatted for compatibility with evaluating different retrieval backends. |
| - **FAISS**: The dataset includes vectors and indices formatted for Facebook AI Similarity Search. |
| - **RAGacc**: The dataset also includes our custom `ragacc` format representation. |
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| ## Credits |
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| - The `wiki_dpr` data in this repository is derived from the original [facebook/wiki_dpr dataset on Hugging Face](https://huggingface.co/datasets/facebook/wiki_dpr). We gratefully acknowledge their work in providing this dataset. |
| - The `rag_data` is processed and generated using the [FlashRAG](https://github.com/RUC-NLPIR/FlashRAG) framework. We appreciate their contributions to providing this tool. |
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| ## Context |
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| This dataset acts as the comprehensive storage for evaluating RAG throughput, latency, and performance as part of the TeleRAG system. Use the `rag_data` to review end-to-end pipeline outputs and `wiki_dpr` for the raw/converted knowledge corpus. |
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