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一个基于langchain实现RAG的简单示例. Contribute to blackinkkkxi/RAG_langchain development by creating an account on GitHub.
git clone https://github.com/mongodb-developer/Google-Cloud-RAG-Langchain.git rag-chatbot cd rag-chatbot Create a .env file with the following content: ATLAS_URI=<your-atlas-connection-string> Run the embedding script to vectorize the PDF data and store it in MongoDB Atlas. rag-chatbot...
压缩的原理也很简单,和MuitiQueryRetriever类似,都是依赖prompt实现的,详见:https://github.com/langchain-ai/langchain/blob/master/libs/langchain/langchain/retrievers/document_compressors/chain_extract_prompt.py prompt_template ="""Given the following question and context, extract any part of the context...
Agentic RAG with Langchain, Qdrant and CrewAI. Contribute to benitomartin/crewai-rag-langchain-qdrant development by creating an account on GitHub.
Github:github.com/langchain-ai 论文结果 依赖 需要调用OpenAI 的ChatGPT API(收费); 另外需要训练一个大模型(比如 Llama 7B,Mistral tiny),用来处理整个流程的 tokens self-RAG 的四个关键步骤 Self-RAG 的四个步骤 1,是否需要检索, R - Token: Retrieve Input: x (question) OR x (question), y (gene...
pip install RAGchain From source First, clone this git repository to your local machine. git clone https://github.com/Marker-Inc-Korea/RAGchain.gitcdRAGchain Then, install RAGchain module. python3 setup.py develop For using files at root folder and test, run dev requirements. ...
Clone this repository: git clone https://github.com/samansayar/LangChain-RAG-LLM-Workshop.git Explore TASKS.md for the detailed learning roadmap Begin with Task 1 and progress at your own pace Utilize provided resources and documentation links Why This Workshop? Industry-Relevant Skills: Learn ...
使用Langchain的API server服务搭建的python Web界面,用于外部RAG对话 Oct 14, 2024 9b2c2af·Oct 14, 2024 History 2,447 Commits .github environment: Scheduled GITHUB_OWNER publish (chatchat-space#4866) Aug 24, 2024 data/knowledge_base 示例医疗对话数据,来自丁香医生 ...
从本质上讲,LangChain 提供了构建 LLM 应用程序的工具和抽象,而 RAG 则是一种可使用 LangChain 实现的特定技术,用于提高 LLM 输出的质量和可靠性。 GitHub 10 大最佳 RAG 框架 在本文中,我们将探讨 GitHub 上目前可用的十大 RAG 框架。这些框架代表了 RAG 技术的最前沿,值得希望实施或改进其人工智能驱动的应用...