RAG Application Architect

2 weeks ago


Kuala Lumpur, Kuala Lumpur, Malaysia Ascendion Full time

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:

  1. 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.
  2. Defining best practices for data ingestion, retrieval, augmentation workflows, and user interface design.
  3. Developing robust APIs and microservices to support RAG functionalities.
  4. Integrating Azure AI Search for efficient retrieval mechanisms.
  5. Preprocessing and indexing documents using Azure Functions and Azure AI Search.
  6. Utilizing Azure OpenAI to generate context-aware responses.
  7. Developing intuitive and responsive user interfaces using Vue.js and Tailwind CSS.
  8. Implementing dynamic data visualization and interactive components for enhanced user experience.
  9. Deploying and managing applications using Azure App Service or Azure Functions.
  10. 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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