RAG Application Architect
2 weeks ago
Ascendion is seeking a highly skilled RAG Application Architect to join our team in Kuala Lumpur. This individual will be responsible for designing, developing, and deploying Retrieval-Augmented Generation (RAG) applications on Microsoft Azure.
This is an exciting opportunity to work with innovative technologies and collaborate with a talented team of AI/ML developers. Key responsibilities include:
- Designing and implementing scalable RAG architecture using Azure services such as Azure OpenAI, Azure AI Search, Azure App Service, Azure Functions, and Azure Cosmos DB.
- Defining best practices for data ingestion, retrieval, augmentation workflows, and user interface design.
- Developing robust APIs and microservices to support RAG functionalities.
- Integrating Azure AI Search for efficient retrieval mechanisms.
- Preprocessing and indexing documents using Azure Functions and Azure AI Search.
- Utilizing Azure OpenAI to generate context-aware responses.
- Developing intuitive and responsive user interfaces using Vue.js and Tailwind CSS.
- Implementing dynamic data visualization and interactive components for enhanced user experience.
- Deploying and managing applications using Azure App Service or Azure Functions.
- Implementing CI/CD pipelines using GitHub Actions.
Requirements for this role include:
- Strong knowledge of Python and REST API development.
- Experience with LangChain framework.
- Familiarity with GitHub.
- Proficiency in Vue.js and Tailwind CSS for front-end development.
- Strong teamwork and collaboration skills, with the ability to work effectively in cross-functional teams.
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