git clone https://github.com/aws-samples/generative-bi-using-ragcdgenerative-bi-using-rag/application&&cp .env.template .env (注:中国区github有可能连接稳定性问题,您也可以将public repo的软件包手动从github下载下来) 1-2-1、设置调试界面的密码 配置登录的用户名和密码,部署代码之前,必须设置登录用户名...
A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG - Merge branch 'refs/heads/v1.7.0' into v1.8.0_dev · aws-samples/generative-bi-using-rag@84625e9
Microsoft Copilot then has a bi-directional arrow point to and receiving from a plugin component connect to ISV application. The ISV application is connected to an ISV data source.ISVs can create plugins using various tools, including Teams Message Extensions and Power Platform plugins through Co...
1. Microsoft Power BI with Copilot Microsoft Power BI has integrated genAI through its Copilot feature, transforming how users interact with data. The Copilot in Power BI allows users to generate reports, visualizations, and insights using natural language queries, making advanced analytics accessible...
Organizations can mitigate hallucinations by training generative BI tools on only high-quality, business-relevant data sets. They can also explore other techniques, such as retrieval augmented generation (RAG), which enables an LLM to ground its responses in a factual, external knowledge source. Hall...
“Code customization using RAG with Gemini Code Assist significantly increased the quality of Gemini's assistance for our developers in terms of code completion and generation. With code customization in place, we are expecting a big increase in the overall code-acceptance rate. ” Kai Du, Directo...
By combining our industry-leading cloud infrastructure with accurate, reliable location data and Microsoft applications like Power BI, you can generate predictive insights for your business. Explore our new Azure Maps solutions. 1 Azure Maps is the next generation geospatial cloud service offered by...
CRUD-RAG: a comprehensive Chinese benchmark for retrieval-augmented generation of large language models. 2024, arXiv preprint arXiv: 2401.17043 Lyu Y, Niu Z, Xie Z, Zhang C, Xu T, Wang Y, Chen E. Retrieve-plan-generation: an iterative planning and answering framework for knowledge-intensive...
(Vaswani et al.,2017)with a shared bi-directional encoder and a uni-directional decoder. Firstly, we pre-train ChatPLUG using self-supervised learning on both document corpus and dialogue data, which aims to enable knowledge and dialogue abilities. Next, we build a search module to properly ...
cd generative-bi-using-rag/source/resources Deploy the CDK stack, change the region to your own region if needed, for example, us-west-2, us-east-1, etc.: export AWS_DEFAULT_REGION=us-west-1 cdk bootstrap cdk deploy GenBiMainStack You will see the following when deployed succeeded...