4、https://github.com/blackinkkkxi/RAG_langchain/blob/main/chunsize/chunk_size.ipynb 5、https://hasanaboulhasan.medium.com/the-best-text-chunking-method-f5faeb243d80
RAG是“Reference-based Generative model with Attention”的缩写,也可以被称为“Retrieval-Augmented Generation”,是一种结合了检索技术和生成模型的方法,主要用于自然语言处理任务,如文本生成、对话系统、机器翻译等。RAG模型通过从外部知识库中检索相关信息,并将其与输入文本结合,以生成更准确、更丰富的输出。这种方法...
Semantic Chunking for RAG RAG 的语义分块 Author:Plaban NayakWhat is Chunking ? 什么是分块? In order to abide by t… 阅读全文 赞同 添加评论 分享 收藏 Review the state-of-the-art technologies of semantic segmentation based on deep learning ...
"semantic_evaluator = Evaluator(name=\"Semantic Chunking\",\n", " cache_results=USE_CACHE,\n", " rag_chain=semantic_rag,\n", @@ -799,15 +801,23 @@ { "metadata": {}, "cell_type": "code", "source": "semantic_evaluator.get_summary()", "source": [ "%%script false --no-ra...
Chunking_strategies.ipynb Cohere_RAG_Inline_Citation_Markdown_Generator.ipynb Creating_a_QA_bot_from_technical_documentation.ipynb Deep_dive_into_RAG_evaluation.ipynb Document_Parsing_For_Enterprises.ipynb Entity_Extrcation_with_Generative_Language_Models.ipynb Fueling_Generative_Content_with_Keyword_Research...
Semantic Chunking for RAG RAG 的语义分块 Author:Plaban Nayak What is Chunking ? 什么是分块? In order to abide by the context window of the LLM , we usually break text into smaller parts / pieces which is called chunking. 为了遵守 LLM 的上下文窗口,我们通常将文本分成更小的部分/片段,这称...
RAG是“Reference-based Generative model with Attention”的缩写,也可以被称为“Retrieval-Augmented Generation”,是一种结合了检索技术和生成模型的方法,主要用于自然语言处理任务,如文本生成、对话系统、机器翻译等。RAG模型通过从外部知识库中检索相关信息,并将其与输入文本结合,以生成更准确、更丰富的输出。这种方法...
RAG是“Reference-based Generative model with Attention”的缩写,也可以被称为“Retrieval-Augmented Generation”,是一种结合了检索技术和生成模型的方法,主要用于自然语言处理任务,如文本生成、对话系统、机器翻译等。RAG模型通过从外部知识库中检索相关信息,并将其与输入文本结合,以生成更准确、更丰富的输出。这种方法...
asr-chunking.md autonlp-prodigy.md bert-101.md bert-cpu-scaling-part-1.md bert-cpu-scaling-part-2.md bert-inferentia-sagemaker.md big-bird.md carbon-emissions-on-the-hub.md codeparrot.md collaborative-training.md community-update.md ...