OpenAgents offers two local deployment options:
Docker deployment (good for rapid testing)
- Step: After installing the Docker environment, clone the codebase → Configuration
docker-compose.ymlAPI key in → Build the container and start the service (about 10-20 minutes) - Features: pre-configured environment, simple and fast, but the function may be unstable, suitable for experiencing basic functions
Source code deployment (recommended for developers)
- Steps: You need to install Python 3.8+ and Node.js separately → Configure environment variables for front and backend → Start the backend independently (
main.py) and the front end (npm run dev) Service (about 30 minutes) - Features: high stability, support for custom development, need to manually resolve dependencies
Key differences: Docker packages the system environment but is limited by container performance; source code deployment is more flexible but the technical threshold is slightly higher, and GPU support methods can be selected according to demand.
This answer comes from the articleOpenAgents: Open Source Platform Supports Linguistic Intelligentsia to Perform Data Analysis and Daily TasksThe
May not be reproduced without permission:AI productivity tools " How to deploy OpenAgents locally and what are the main differences between Docker deployment and source deployment?
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