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license: cc-by-nc-4.0
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# TeleRAG Dataset

This repository contains the dataset for the TeleRAG project, structured into two main components: `rag_data` and `wiki_dpr`.

## Directory Structure

### 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.

### 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.

## Credits

- 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.

## Context

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.