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What are the key steps to solving the complexity of deploying AI assistants in healthcare?

2025-08-19 120

The key steps in deploying the GBC MedAI system can be categorized into the following phases:

  • environmental preparation: Ensure that the system meets the basic requirements for Python 3.8+, Node.js 16+, MySQL 8.0+ and Redis 6.0+
  • Prefile Configuration: Download the front-end package file and unzip it tollm_backend/static/directory, GraphRag files are placed in the project root directory
  • Service Initialization: After cloning the codebase, pass thepip install -r requirements.txtInstalling Python dependencies
  • Key Configurations: Reproduction.env.exampleand configure core parameters such as API keys, database connections, etc.
  • Database Creation: Execute in MySQLCREATE DATABASE assist_gencommand to initialize the database

Docker is recommended to simplify the deployment process through thedocker buildAfter building the image, use thedocker runcommand with environment variables to start the container to complete the deployment.

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