近年来，GitHub 上涌现出了大量开源 RAG 框架，它们在架构设计、数据预处理、检索策略、生成策略等方面各具特色。接下来，我们将详细介绍几款较为流行的 RAG 框架，并分析它们各自的优缺点。 随着大型语言模型在自然语言处理中的广泛应用，其固有的知识 ...

Retrieval-augmented generation, or RAG, integrates external data sources to reduce hallucinations and improve the response accuracy of large language models. Retrieval-augmented generation (RAG ...

Couchbase的Capella AI服务帮助像您这样的开发者快速构建高性能的RAG和自主代理应用程序。请随时注册我们的私人预览以开始您的AI项目。 长文本模型非常适合减少某些需要更长上下文用例的幻觉，但并非所有情况都理想。 译自Solving the RAG vs. Long Context Model Dilemma ...

She specializes in finding the best home, beauty, and fashion deals. rag & bone (2) I have to admit I’m a skeptic when it comes to viral clothing. Perhaps my expectations are too high ...

At the unveiling, Sherald said the dress “resembles the inspired quilt masterpieces made by the women of Gee’s Bend, a small, remote Black community in Alabama where they compose quilts in ...

The Queen Vic may be demolished in the latest EastEnders episode (18/2/25) but its standing for the 40th celebration for the cast and crew. The BBC had announced that Rag’n’Bone Man would be ...

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large ...

2024-11-01 对解析后的 chunk 加入关键词抽取和相关问题生成以提高召回的准确度。 2024-08-22 支持用 RAG 技术实现从自然语言到 SQL 语句的转换。 文本切片过程可视化，支持手动调整。 有理有据：答案提供关键引用的快照并支持追根溯源。 支持丰富的文件类型 ...