exp version of raglab. Contribute to fate-ubw/raglab-exp development by creating an account on GitHub.
Breadcrumbs RAGLAB /ALCE / post_hoc_cite.pyTop File metadata and controls Code Blame 88 lines (75 loc) · 3.49 KB Raw import json import argparse from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.metrics.pairwise import cosine_similarity from tqdm import tqdm from nltk...
LegalBench-RAG 数据集包含 6,858 个由法律专家人工标注的查询-答案对,覆盖超过 7900 万字符,并提供轻量级版本 LegalBench-RAG-mini 以支持快速实验。该基准的推出为提升法律领域 RAG 系统性能提供了关键工具,其数据集已在 GitHub 公开发布。 https://arxiv.org/abs/2408.10343 利用主题嵌入提升文档检索效率 发布时...
【RAGLAB:检索增强生成算法的模块化研究框架,提供6种现有RAG算法的复现和10个基准数据集的全面评估系统,支持公平比较和新算法的高效开发】'RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation' GitHub: O网页链接 #检索增强生成# #算法复现# #基准评估# û收藏 52 ...
git clone https://github.com/padas-lab-de/ir-rag-sigir24-persona-rag cd ir-rag-sigir24-persona-rag poetry install Configuration Set your own API keys in the environment variables: export OPENAI_API_KEY='your-openai-api-key' export OLLAMA_API_KEY='your-ollama-api-key' #Optional export ...
This repository is designed to collect and categorize papers related to Multimodal Retrieval-Augmented Generation (RAG) according to our survey paper: Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation. Given the rapid growth in this field, we will continuously ...
Contribute to JimZhang-lab/RAG development by creating an account on GitHub.
项目链接:https://github.com/DocAILab/XRAG >>专注大模型/AIGC、学术前沿的知识分享!<< 背景介绍 RAG技术结合了检索(Retrieval)和生成(Generation)的能力,通过检索与查询相关的数据,并利用大型语言模型(LLMs)的生成能力,生成既符合上下文又准确且最新的输出。RAG在问答任务(Q&A)中表现出色,能够提供比单纯依赖LLM...
git clone https://github.com/TIGER-AI-Lab/LongRAG.git cd LongRAG pip install -r requirements.txt Quick Start Please go to the "Long Reader" section and follow the instructions. This will help you get the final prediction for 100 examples. The output will be similar to our sample files ...
Evaluation framework: [[Github opendatalab/OHR-Bench](GitHub - opendatalab/OHR-Bench: OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval)]. We provide a RAG evaluation framework to assess the impact of OCR processed structured data and our perturbed data on RAG including re...