AI / Merge Mind: The Self Learning AI Code Review Bot Interview Questions
What is FastAPI's role in Merge Mind's architecture?
FastAPI is the web framework that powers Merge Mind's core API layer, chosen for being a modern, high-performance Python framework well suited to handling webhook traffic and orchestrating calls to GPT-4 and Qdrant.
- Receives GitLab webhook events when merge requests are opened or updated
- Coordinates calls out to Qdrant for similarity search and to GPT-4 for analysis
- Serves data to the React dashboard for monitoring and management
Because FastAPI supports asynchronous request handling natively, it fits well with Merge Mind's need to juggle multiple slow, I/O-bound calls, like external API requests and vector searches, without blocking.
What does FastAPI receive from GitLab?
Why does FastAPI's async support suit Merge Mind's workload?
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