{"repo":"Azure-Samples/miyagi","free":true,"listed":false,"github":"https://github.com/Azure-Samples/miyagi","clone":"git clone https://github.com/Azure-Samples/miyagi.git","description":"Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.","language":"Jupyter Notebook","stars":752,"topics":["azure-openai","langchain","prompt-engineering","semantic-kernel","aks","gpt-4","openai","azureai","azure","copilot"],"license":null,"category":"ai-agents","readme_excerpt":"Project Miyagi - Envisioning sample for Copilot stack “Start with the customer experience and work backwards for the technology” - Steve Jobs \"Change is the only constant\" - Ancient wisdom Project Miyagi showcases Microsoft's Copilot Stack in an envisioning workshop aimed at designing, developing, and deploying enterprise-grade intelligent apps. By exploring both generative and traditional ML use cases, Miyagi offers an experiential approach to developing AI-infused product experiences that enhance productivity and enable hyper-personalization. Additionally, the workshop introduces traditional software engineers to emerging design patterns in prompt engineering, such as chain-of-thought and retrieval-augmentation, as well as to techniques like vectorization for long-term memory, fine-tuning of OSS models, agent-like orchestration, and plugins or tools for augmenting and grounding LLMs. Note Work in Progress . Meanwhile, signup at intelligentapp.dev for updates and checkout our related repo that showcases Generative AI capabilities for cloud-native, event-driven microservices: Azure/reddog-solutions. :tv: For a preview, catch the recording on Cosmos DB Live TV The project includes examples of usage for Semantic Kernel, Promptflow, LlamaIndex, LangChain, vector stores (Azure AI Search, CosmosDB Postgres pgvector, and generative image utilities such as DreamFusion and ControlNet. Additionally, it features fine-tuned foundation Models from AzureML such as Llama2 and Phi-2. Utiliz","default_branch":null,"files":null,"tree":[],"storefront":"/r/Azure-Samples","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Azure-Samples/miyagi/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}