{"id":52193,"date":"2025-07-25T00:00:00","date_gmt":"2025-07-25T07:00:00","guid":{"rendered":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/blog\/building-resume-creator-with-multi-agent-ai\/"},"modified":"2025-07-25T00:00:00","modified_gmt":"2025-07-25T07:00:00","slug":"building-resume-creator-with-multi-agent-ai","status":"publish","type":"post","link":"https:\/\/griddb.net\/en\/blog\/building-resume-creator-with-multi-agent-ai\/","title":{"rendered":"Building Resume Creator with Multi-agent AI"},"content":{"rendered":"

In this blog, we will build an AI-powered resume-creation system that automates the tedious and time-consuming tasks involved in manual resume creation. By leveraging multi-agent AI systems, we will streamline the process of information gathering, and content writing to produce resumes with minimal human intervention.<\/p>\n

Limitations of Manual Resume Processing<\/h2>\n

Inefficient Information Gathering<\/h3>\n

The manual process of collecting and organizing information is time-consuming and requires significant effort.<\/p>\n

Inconsistent Formatting<\/h3>\n

Manual resume creation often leads to formatting inconsistencies. The process requires manual adjustments to maintain professional formatting standards, which can be error-prone and time-consuming.<\/p>\n

Content Writing and Rewriting Challenges<\/h3>\n

The manual process requires significant effort in crafting and editing content. Writing compelling and well-structured content by hand is labor-intensive, requiring multiple revisions and edits.<\/p>\n

Automating Resume Creation using AI<\/h2>\n

Creating a resume manually involves several steps:<\/p>\n

    \n
  1. Information Gathering<\/strong>: Collecting and organizing your personal details, job history, skills, and education.<\/li>\n
  2. Formatting<\/strong>: Ensuring the resume looks attractive and professional, often without clear guidelines.<\/li>\n
  3. Content Writing<\/strong>: Crafting and refining content to make it concise, compelling, and relevant.<\/li>\n
  4. Proofreading and Editing<\/strong>: Checking for errors and polishing the resume to a professional standard.<\/li>\n<\/ol>\n

    With the AI system, we can automate these steps using multi-agent systems. Each agent performs a specific task, such as extracting information, generating content, or formatting the resume. By coordinating these agents, we can create a fully automated resume creation system.<\/p>\n

    Running the Resume Creator<\/h2>\n

    Before we dive into the technical details, you can run the resume creator system by following these steps:<\/p>\n

    1) Clone the repository:<\/p>\n

    \n
    git clone https:\/\/github.com\/junwatu\/resume-creator-multi-agent-ai.git<\/code><\/pre>\n<\/div>\n
    2) Install the dependencies:<\/p>\n
    \n
    cd resume-creator-multi-agent-ai\ncd apps\nnpm install<\/code><\/pre>\n<\/div>\n
    3) Create a .env<\/code> file in the apps<\/code> directory and add the following environment variables:<\/p>\n
    \n
    OPENAI_API_KEY=api-key-here\nGRIDDB_WEBAPI_URL=\nGRIDDB_USERNAME=\nGRIDDB_PASSWORD=\nVITE_APP_BASE_URL=http:\/\/localhost\nVITE_PORT=3000<\/code><\/pre>\n<\/div>\n
    Please refer to the Prerequisites<\/a> section for more details on obtaining the OpenAI API key and GridDB credentials.<\/p>\n
    4) Start the server:<\/p>\n
    \n
    npm run start<\/code><\/pre>\n<\/div>\n
    5) Open your browser and go to http:\/\/localhost:3000<\/code> to access the resume creator system.<\/p>\n
    How it Works?<\/h2>\n
    In this blog, we automate the information gathering<\/strong> and content writing<\/strong> for the resume, tasks that are usually manual and time-consuming.<\/p>\n
    This system diagram illustrates the resume creation process discussed in this blog, showcasing the collaboration between two main AI agents:<\/p>\n
    \"\"<\/a><\/p>\n
    Here’s a brief description:<\/p>\n