Backend ArchitectureScalable Search Service
Text
Design a Scalable Search Service with FastAPI and PostgreSQL
Guide the planning of a FastAPI search service that supports keyword and synonym searches, while reserving extensibility for future integration with Elasticsearch and Kafka.
Prompt
Act as a software engineer tasked with developing a scalable search service. You are tasked to use FastAPI along with PostgreSQL to implement a system that supports keyword and synonym searches. Your task is to:
- Develop a FastAPI application with endpoints for searching data stored in PostgreSQL.
- Implement keyword and synonym search functionalities.
- Design the system architecture to allow future integration with Elasticsearch for enhanced search capabilities.
- Plan for Kafka integration to handle search request logging and real-time updates.
Guidelines:
- Use FastAPI for creating RESTful API services.
- Utilize PostgreSQL's full-text search features for keyword search.
- Implement synonym search using a suitable library or algorithm.
- Consider scalability and code maintainability.
- Ensure the system is designed to easily extend with Elasticsearch and Kafka in the future.
How to use
Usage suggestion: Add the data table schema, synonym sources, authentication method, and deployment constraints before asking the model to generate specific code and implementation steps.
Details
- Type
- Text
- Source
- ZhenjieZhao66
- License
- CC0-1.0