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+---
+title: "Building a Scalable Search Service with FastAPI and PostgreSQL"
+contributor: "@ZhenjieZhao66"
+tags: #coding, #zhenjiezhao66
+---
+
+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.