Building a Scalable Search Service with FastAPI and PostgreSQL
Act as a software engineer tasked with developing a scalable search service. You are tasked to use FastAPI along with PostgreSQL to impleme…
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.
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Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.
- 2
Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.
- 3
Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.
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