DietrichGebert/ponytail
Ponytail enables AI agents to generate more concise, efficient, and cost-effective code by enforcing a "lazy senior dev" methodology, prioritizing existing solutions and minimal implementation.
Awesome AI Agents › AI Assistants
Azure-Samples/contoso-creative-writer
The Contoso Creative Writer project is a multi-agent AI solution designed to assist users in writing well-researched, product-specific articles. It leverages Azure OpenAI to drive multiple AI agents that collaborate to generate content based on user-provided topics and instructions. The system includes a research agent that uses the Bing Grounding Tool within Azure AI Agent Service to gather relevant information on the topic, a product agent that performs semantic similarity searches using Azure AI Search to find related products from a vector store, a writer agent that synthesizes the research and product data into a coherent article, and an editor agent that refines the final output before presenting it to the user. This project is implemented as a FastAPI application and integrates several Azure services, including Azure OpenAI, Azure AI Search, and Bing Grounding. It also uses Prompty to manage and evaluate prompts within the code. The solution is designed to be deployed on Azure, with support for GitHub Codespaces and VS Code Dev Containers to facilitate development and deployment. The project provides detailed guidance on Azure account requirements, including the need for access to Azure OpenAI Service, Bing Grounding, and Azure AI Search, as well as recommendations for deployment regions and cost considerations. The architecture of the solution is centered around AI agents working in a workflow to research, write, and edit articles, making it a powerful tool for content creation that combines AI-driven research and semantic search capabilities. The project includes comprehensive documentation, deployment instructions, and testing guidelines, making it accessible for developers looking to build or extend AI-powered writing assistants using Azure technologies.
https://github.com/Azure-Samples/contoso-creative-writer
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