Naive RAG（Retrieval-Augmented Generation）是最基础的一种架构，用于结合检索和生成来处理复杂的任务，比如问答或内容生成。 负责从知识库（如文档集合或数据库）中找到与输入查询相关的上下文。 通常基于向量检索技术，使用嵌入模型（如 Sentence Transformers 或 ...

NANTONG and SUZHOU, China, Dec. 24, 2024 /PRNewswire/ -- Ractigen Therapeutics, a clinical-stage pharmaceutical company dedicated to developing RNA-based innovative therapies, today announced the ...

conda create -n RAG python==3.9 conda activate RAG pip install xformers==0.0.28.post1 diffusers peft torchvision==0.19.1 opencv-python==4.10.0.84 sentencepiece==0.2.0 protobuf==5.28.1 scipy==1.13.1 ...

比如说，长文本导致的模型幻觉问题；中间丢失现象等多种性能问题；而且，在RAG技术中，长文本也是一个亟待解决的问题。 而现在业内普遍的处理方式就是文本分块，把一段长文本根据某种方式拆分成多种小的文本块；这样就有助于大模型进行处理，也能间接 ...

The startup specializes in retrieval-augmented generation or RAG technology that connects AI systems to external data sources such as Google Docs, Slack, Notion and other business and productivity ...

This project is a Retrieval Augmented Generation (RAG) Streamlit application backed by txtai. Retrieval Augmented Generation (RAG) helps generate factually correct content by limiting the context in ...