Strategies for reusing knowledge management systems across projects
Simba's portable design supports multiple multiplexing methods:
- Configuration Isolation: Multi-item storage isolation by modifying collection_name in config.yaml
- API integration: Standardized /api/v1 interface can be directly embedded in other systems
- Component Reuse: its vector_stores or parsing_tasks modules can be used separately
- Docker Packaging: Build a custom image to inject project-specific configurations
Best Practices:
- Create project-specific subdirectories in base_dir
- Manage sensitive parameters such as OPENAI_API_KEY for each project through the .env file.
- Multi-project task isolation using Celery's queuing mechanism
- Refer to the extension guide in backend/README.md
This answer comes from the articleSimba: Knowledge management system for organizing documents, seamlessly integrated into any RAG systemThe
May not be reproduced without permission:AI productivity tools " How to reuse Simba's KM functionality in different projects?
